publications

Journal Articles

  1. Cache-INT: In-network caching-enabled In-band Network Telemetry
    Penghui Zhang, Hua Zhang, Yuqi Dai, Yibo Pi, Jingyu Wang, and Jianxin Liao
    Comput. Networks, vol. 269, pp. 111404, 2025
  2. INT-LLPP: Lightweight in-band network-wide telemetry with low-latency and low-overhead path planning
    Penghui Zhang, Hua Zhang, Yuqi Dai, Cheng Zeng, Jing-Yu Wang, and Jianxin Liao
    Comput. Commun., vol. 236, pp. 108142, 2025
  3. NTP-INT: Network traffic prediction-driven in-band network telemetry for high-load switches
    Penghui Zhang, Hua Zhang, Yuqi Dai, Cheng Zeng, Jingyu Wang, and Jianxin Liao
    J. Netw. Comput. Appl., vol. 242, pp. 104265, 2025
  4. 6G autonomous radio access network empowered by artificial intelligence and network digital twin
    Guangyi Liu, Juan Deng, Yanhong Zhu, Na Li, Boxiao Han, Shoufeng Wang, Hua Rui, Jingyu Wang, Jianhua Zhang, Ying Cui, Yingping Cui, Yang Yang, Yan Zhang, Jiangzhou Wang, Ye Ouyang, Xiaozhou Ye, Tao Chen, Rongpeng Li, Yongdong Zhu, Yuanyuan Zhang, Li Yang, Sen Bian, Wanfei Sun, Qingbi Zheng, Zhou Tong, Huimin Zhang, Zecai Shao, Jiajun Wu, and Mancong Kang
    Frontiers Inf. Technol. Electron. Eng., vol. 26, (2), pp. 161–213, 2025
  5. Towards Bare-Hand Interaction for Whiteboard Collaboration in Virtual Reality
    Guangtian Liu, Haonan Su, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, Pengfei Ren, and Jianxin Liao
    Proc. ACM Hum. Comput. Interact., vol. 9, (2), pp. 1–31, 2025
  6. ACM TACO二区 / Q2 / CCF A
    DeepZoning: Re-accelerate CNN Inference with Zoning Graph for Heterogeneous Edge Cluster
    Jingyu Wang, Ruilong Ma, Xiang Yang, Qi Qi, Zirui Zhuang, Jing Wang, Jianxin Liao, and Song Guo
    ACM Trans. Archit. Code Optim.(TACO), vol. 22, (1), pp. 10:1–10:26, 2025
  7. Intent-Based Autonomous Network Framework Guided by Large Language Model
    Lingqi Guo, Lei Zhang, Jingyu Wang, Jianyu Wu, Yuhang Yan, Haifeng Sun, Bo He, Qi Qi, and Jianxin Liao
    IEEE Trans Autom. Sci. Eng., vol. 22, pp. 22185–22197, 2025
  8. DECC: Delay-Aware Edge-Cloud Collaboration for Accelerating DNN Inference
    Zirui Zhuang, Jianan Chen, Wenchao Xu, Qi Qi, Song Guo, Jingyu Wang, Lu Lu, Hongwei Yang, and Jianxin Liao
    IEEE Trans. Emerg. Top. Comput., vol. 13, (2), pp. 438–450, 2025
  9. Trust Model-Based Consensus Optimization for Vehicle Platooning Networks: A Novel Deep Reinforcement Learning Approach With GenAI
    Haotian Chen, Xiaoyuan Fu, Quan Yuan, Zirui Zhuang, Jiawen Kang, Zhiquan Liu, Jing-Yu Wang, and Dusit Niyato
    IEEE Trans. Intell. Transp. Syst., vol. 26, (8), pp. 11356–11371, 2025
  10. Understanding and Guiding Weakly Supervised Entity Alignment with Potential Isomorphism Propagation
    Haifeng Sun, Yuanyi Wang, Han Li, Wei Tang, Zirui Zhuang, Qi Qi, and Jingyu Wang
    ACM Trans. Knowl. Discov. Data, vol. 19, (7), pp. 134:1–134:28, 2025
  11. MCAKE: Memory-Augmented Autoencoder with Contrastive Learning for Unsupervised Anomaly Detection
    Chengsen Wang, Qi Qi, Jinming Wu, Haifeng Sun, Zirui Zhuang, Yuhan Jing, Lianyuan Li, and Jingyu Wang
    ACM Trans. Knowl. Discov. Data, vol. 19, (8), pp. 159:1–159:18, 2025
  12. IEEE TMC一区 / Q1 / CCF A
    Hierarchical Index Retrieval-Driven Wireless Network Intent Translation With LLM
    Jingyu Wang, Lingqi Guo, Jianyu Wu, Caijun Yan, Haifeng Sun, Lei Zhang, Zirui Zhuang, Qi Qi, and Jianxin Liao
    IEEE Trans. Mob. Comput.(TMC), vol. 24, (10), pp. 9837–9851, 2025
  13. IEEE ToN二区 / Q2 / CCF A
    Fast and Scalable Data Plane Verification for Burst Updates With Edge-Predicate
    Jingyu Wang, Chenyang Zhao, Zirui Zhuang, Qi Qi, Yuebin Guo, Haifeng Sun, Lingqi Guo, and Jianxin Liao
    IEEE Trans. Netw.(ToN), vol. 33, (3), pp. 1279–1294, 2025
  14. IEEE TITS一区 / Q1 / CCF B
    Flight Trajectory Control With Network-Oriented Hierarchical Reinforcement Learning for UAVs-Assisted Data Time-Sensitive IoT
    Jingyu Wang, Songyang Li, Dezhi Chen, Qianlong Fu, Qi Qi, Haifeng Sun, Bo He, and Jianxin Liao
    IEEE Trans. Intell. Transp. Syst.(TITS), vol. 26, (5), pp. 6332–6345, 2025
  15. Federated Fine-Tuning on Heterogeneous LoRAs With Error-Compensated Aggregation
    Wanyi Ning, Jingyu Wang, Qi Qi, Haifeng Sun, Daixuan Cheng, Cong Liu, Lei Zhang, Zirui Zhuang, and Jianxin Liao
    IEEE Trans. Neural Networks Learn. Syst., vol. 36, (10), pp. 17826–17840, 2025
  16. Improving Matching Models With Contextual Attention for Multi-Turn Response Selection in Retrieval-Based Chatbots
    Jingyu Wang, Bing Ma, Yafeng Nan, Yixiao He, Haifeng Sun, Cong Liu, Shimin Tao, Qi Qi, and Jianxin Liao
    IEEE Trans. Netw. Sci. Eng., vol. 12, (3), pp. 1497–1509, 2025
  17. LogNotion: Highlighting Massive Logs to Assist Human Reading and Decision Making
    Guojun Chu, Jingyu Wang, Tao Sun, Qi Qi, Haifeng Sun, Zirui Zhuang, and Jianxin Liao
    IEEE Trans. Serv. Comput., vol. 18, (2), pp. 940–953, 2025
  18. Anomaly Detection on Interleaved Log Data With Semantic Association Mining on Log-Entity Graph
    Guojun Chu, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, Bo He, Yuhan Jing, Lei Zhang, and Jianxin Liao
    IEEE Trans. Software Eng., vol. 51, (2), pp. 581–594, 2025
  19. INCS: Intent-driven network-wide configuration synthesis based on deep reinforcement learning
    Yuqi Dai, Hua Zhang, Jingyu Wang, Jianxin Liao, and Penghui Zhang
    Comput. Networks, vol. 251, pp. 110640, 2024
  20. SMR: Spatial-Guided Model-Based Regression for 3D Hand Pose and Mesh Reconstruction
    Haifeng Sun, Xiaozheng Zheng, Pengfei Ren, Jingyu Wang, Qi Qi, and Jianxin Liao
    IEEE Trans. Circuits Syst. Video Technol., vol. 34, (1), pp. 299–314, 2024
  21. Transformer-Based Reinforcement Learning for Scalable Multi-UAV Area Coverage
    Dezhi Chen, Qi Qi, Qianlong Fu, Jing-Yu Wang, Jianxin Liao, and Zhu Han
    IEEE Trans. Intell. Transp. Syst., vol. 25, (8), pp. 10062–10077, 2024
  22. PICO: Pipeline Inference Framework for Versatile CNNs on Diverse Mobile Devices
    Xiang Yang, Zikang Xu, Qi Qi, Jingyu Wang, Haifeng Sun, Jianxin Liao, and Song Guo
    IEEE Trans. Mob. Comput., vol. 23, (4), pp. 2712–2730, 2024
  23. Slice Sandwich: Jagged Slicing Multi-Tier Dynamic Resources for Diversified V2X Services
    Yu Liu, Zirui Zhuang, Qi Qi, Jingyu Wang, Dezhi Chen, Lu Lu, Hongwei Yang, Jianxin Liao, and Zhu Han
    IEEE Trans. Mob. Comput., vol. 23, (5), pp. 4285–4302, 2024
  24. ShuttleBus: Dense Packet Assembling With QUIC Stream Multiplexing for Massive IoT
    Bo He, Jingyu Wang, Qi Qi, Qiang Ye, Qihao Li, Jianxin Liao, and Xuemin Shen
    IEEE Trans. Mob. Comput., vol. 23, (8), pp. 8307–8322, 2024
  25. Multi-Source Log Parsing With Pre-Trained Domain Classifier
    Yilun Liu, Shimin Tao, Weibin Meng, Jingyu Wang, Hao Yang, and Yanfei Jiang
    IEEE Trans. Netw. Serv. Manag., vol. 21, (3), pp. 2651–2663, 2024
  26. AdapINT: A Flexible and Adaptive In-Band Network Telemetry System Based on Deep Reinforcement Learning
    Penghui Zhang, Hua Zhang, Yibo Pi, Zijian Cao, Jingyu Wang, and Jianxin Liao
    IEEE Trans. Netw. Serv. Manag., vol. 21, (5), pp. 5505–5520, 2024
  27. Multimodal Multitask Control Plane Verification Framework
    Yuqi Dai, Hua Zhang, Jingyu Wang, and Jianxin Liao
    IEEE Trans. Netw. Serv. Manag., vol. 21, (6), pp. 6684–6702, 2024
  28. IEEE ToN 二区 / Q2 / CCF A
    Dynamic Network Slice for Bursty Edge Traffic
    Rongxin Han, Jingyu Wang, Qi Qi, Dezhi Chen, Zirui Zhuang, Haifeng Sun, Xiaoyuan Fu, Jianxin Liao, and Song Guo
    IEEE/ACM Trans. Netw. (ToN), vol. 32, (4), pp. 3142–3157, 2024
  29. IEEE ToN 二区 / Q2 / CCF A
    Fast and Scalable ACL Policy Solving Under Complex Constraints With Graph Neural Networks
    Haifeng Sun, Xingjian Liao, Jingyu Wang, Qi Qi, Zirui Zhuang, Jianxin Liao, and Dapeng Oliver Wu
    IEEE/ACM Trans. Netw.(ToN), vol. 32, (5), pp. 4175–4190, 2024
  30. Multilayered Fault Detection and Localization With Transformer for Microservice Systems
    Jingyu Wang, Yuewei Li, Qi Qi, Yan Lu, and Bo Wu
    IEEE Trans. Reliab., vol. 73, (3), pp. 1502–1515, 2024
  31. Cognition Guided Video Anomaly Detection Framework for Surveillance Services
    Menghao Zhang, Jingyu Wang, Qi Qi, Zirui Zhuang, Haifeng Sun, and Jianxin Liao
    IEEE Trans. Serv. Comput., vol. 17, (5), pp. 2109–2123, 2024
  32. Diner: Interpretable Anomaly Detection for Seasonal Time Series in Web Services
    Yuhan Jing, Jingyu Wang, Ji Qi, Qi Qi, Bo He, Zirui Zhuang, Naixing Wu, and Jianxin Liao
    IEEE Trans. Serv. Comput., vol. 17, (5), pp. 2248–2260, 2024
  33. One Teacher is Enough: A Server-Clueless Federated Learning With Knowledge Distillation
    Wanyi Ning, Qi Qi, Jingyu Wang, Mengde Zhu, Shaolong Li, Guang Yang, and Jianxin Liao
    IEEE Trans. Serv. Comput., vol. 17, (5), pp. 2704–2718, 2024
  34. PsyQoE: Improving Quality-of-Experience Assessment With Psychological Effects in Video Streaming
    Daoxu Sheng, Qi Qi, Jingyu Wang, Lianyuan Li, Wei Yu, and Jianxin Liao
    IEEE Trans. Serv. Comput., vol. 17, (6), pp. 4138–4150, 2024
  35. Joint Resource Allocation and Trajectory Design for Resilient Multi-UAV Communication Networks
    Linghui Ge, Xiao Liang, Hua Zhang, Peihao Dong, Jianxin Liao, and Jingyu Wang
    IEEE Wirel. Commun. Lett., vol. 13, (4), pp. 994–998, 2024
  36. Toward High-Powered Connected Autonomous Vehicles: A Cooperative Solution via Transient Edge Intelligence Provision
    Yu Liu, Jingyu Wang, Qi Qi, Zirui Zhuang, Jianxin Liao, and Zhu Han
    IEEE Commun. Mag., vol. 61, (12), pp. 94–100, 2023
  37. Network Meets ChatGPT: Intent Autonomous Management, Control and Operation
    Jingyu Wang, Lei Zhang, Yiran Yang, Zirui Zhuang, Qi Qi, Haifeng Sun, Lu Lu, Junlan Feng, and Jianxin Liao
    J. Commun. Inf. Networks, vol. 8, (3), pp. 239–255, 2023
  38. Column Generation Based Service Function Chaining Embedding in Multi-Domain Networks
    Rongping Lin, Song Yu, Shan Luo, Xiaoning Zhang, Jingyu Wang, and Moshe Zukerman
    IEEE Trans. Cloud Comput., vol. 11, (1), pp. 185–199, 2023
  39. Learning-Based Real-Time Transmission Control for Multi-Path TCP Networks
    Bo He, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao, Lu Lu, and Zhu Han
    IEEE Trans. Cogn. Commun. Netw., vol. 9, (5), pp. 1353–1369, 2023
  40. Pose-Guided Hierarchical Graph Reasoning for 3-D Hand Pose Estimation From a Single Depth Image
    Pengfei Ren, Haifeng Sun, Jiachang Hao, Qi Qi, Jingyu Wang, and Jianxin Liao
    IEEE Trans. Cybern., vol. 53, (1), pp. 315–328, 2023
  41. Exploiting Spatial-Temporal Behavior Patterns for Fraud Detection in Telecom Networks
    Guojun Chu, Jingyu Wang, Qi Qi, Haifeng Sun, Shimin Tao, Hao Yang, Jianxin Liao, and Zhu Han
    IEEE Trans. Dependable Secur. Comput., vol. 20, (6), pp. 4564–4577, 2023
  42. Cross-Graph Embedding With Trainable Proximity for Graph Alignment
    Wei Tang, Haifeng Sun, Jingyu Wang, Qi Qi, Huangxun Chen, and Li Chen
    IEEE Trans. Knowl. Data Eng., vol. 35, (12), pp. 12556–12570, 2023
  43. RTHop: Real-Time Hop-by-Hop Mobile Network Routing by Decentralized Learning With Semantic Attention
    Bo He, Jingyu Wang, Qi Qi, Haifeng Sun, and Jianxin Liao
    IEEE Trans. Mob. Comput., vol. 22, (3), pp. 1731–1747, 2023
  44. Timely and Accurate Bitrate Switching in HTTP Adaptive Streaming With Date-Driven I-Frame Prediction
    Tongtong Feng, Qi Qi, Jingyu Wang, Jianxin Liao, and Jiangchuan Liu
    IEEE Trans. Multim., vol. 25, pp. 3753–3762, 2023
  45. Fine-Grained Text-to-Video Temporal Grounding from Coarse Boundary
    Jiachang Hao, Haifeng Sun, Pengfei Ren, Yiming Zhong, Jingyu Wang, Qi Qi, and Jianxin Liao
    ACM Trans. Multim. Comput. Commun. Appl., vol. 19, (5), pp. 157:1–157:21, 2023
  46. IEEE ToN 二区 / Q2 / CCF A
    Standing on the Shoulders of Giants: Cross-Slice Federated Meta Learning for Resource Orchestration to Cold-Start Slice
    Tianjian Dong, Qi Qi, Jingyu Wang, Zirui Zhuang, Haifeng Sun, Jianxin Liao, and Zhu Han
    IEEE/ACM Trans. Netw. (ToN), vol. 31, (2), pp. 828–845, 2023
  47. IEEE TPDS 一区 / Q1 / CCF A
    Multi-SP Network Slicing Parallel Relieving Edge Network Conflict
    Rongxin Han, Dezhi Chen, Song Guo, Jingyu Wang, Qi Qi, Lu Lu, and Jianxin Liao
    IEEE Trans. Parallel Distributed Syst.(TPDS), vol. 34, (11), pp. 2860–2875, 2023
  48. Identifying Users Across Social Media Networks for Interpretable Fine-Grained Neighborhood Matching by Adaptive GAT
    Wei Tang, Haifeng Sun, Jingyu Wang, Cong Liu, Qi Qi, Jing Wang, and Jianxin Liao
    IEEE Trans. Serv. Comput., vol. 16, (5), pp. 3453–3466, 2023
  49. Causality Graph Construction of Fault Alarms for Wireless Sensor Networks
    Yuhan Jing, Lei Zhang, Cong Liu, Jing Wang, Wei Li, Bo He, Qi Qi, and Jingyu Wang
    Ad Hoc Sens. Wirel. Networks, vol. 51, (4), pp. 261–284, 2022
  50. Query-aware video encoder for video moment retrieval
    Jiachang Hao, Haifeng Sun, Pengfei Ren, Jingyu Wang, Qi Qi, and Jianxin Liao
    Neurocomputing, vol. 483, pp. 72–86, 2022
  51. IEEE JSAC 一区 / Q1 / CCF A
    Following the Correct Direction: Renovating Sparsified SGD Towards Global Optimization in Distributed Edge Learning
    Wanyi Ning, Haifeng Sun, Xiaoyuan Fu, Xiang Yang, Qi Qi, Jingyu Wang, Jianxin Liao, and Zhu Han
    IEEE J. Sel. Areas Commun. (JSAC), vol. 40, (2), pp. 499–514, 2022
  52. Extractive Dialogue Summarization Without Annotation Based on Distantly Supervised Machine Reading Comprehension in Customer Service
    Bing Ma, Haifeng Sun, Jingyu Wang, Qi Qi, and Jianxin Liao
    IEEE ACM Trans. Audio Speech Lang. Process., vol. 30, pp. 87–97, 2022
  53. Towards Intelligent Provisioning of Virtualized Network Functions in Cloud of Things: A Deep Reinforcement Learning Based Approach
    Bo He, Jingyu Wang, Qi Qi, Haifeng Sun, and Jianxin Liao
    IEEE Trans. Cloud Comput., vol. 10, (2), pp. 1262–1274, 2022
  54. GSSP: Eliminating Stragglers Through Grouping Synchronous for Distributed Deep Learning in Heterogeneous Cluster
    Haifeng Sun, Zhiyi Gui, Song Guo, Qi Qi, Jingyu Wang, and Jianxin Liao
    IEEE Trans. Cloud Comput., vol. 10, (4), pp. 2637–2648, 2022
  55. Intelligent Joint Network Slicing and Routing via GCN-Powered Multi-Task Deep Reinforcement Learning
    Tianjian Dong, Zirui Zhuang, Qi Qi, Jingyu Wang, Haifeng Sun, F. Richard Yu, Tao Sun, Cheng Zhou, and Jianxin Liao
    IEEE Trans. Cogn. Commun. Netw., vol. 8, (2), pp. 1269–1286, 2022
  56. DLI-Net: Dual Local Interaction Network for Fine-Grained Sketch-Based Image Retrieval
    Haifeng Sun, Jiaqing Xu, Jingyu Wang, Qi Qi, Ce Ge, and Jianxin Liao
    IEEE Trans. Circuits Syst. Video Technol., vol. 32, (10), pp. 7177–7189, 2022
  57. Learning Low Resource Consumption CNN Through Pruning and Quantization
    Qi Qi, Yan Lu, Jiashi Li, Jing-Yu Wang, Haifeng Sun, and Jianxin Liao
    IEEE Trans. Emerg. Top. Comput., vol. 10, (2), pp. 886–903, 2022
  58. A Dual-Branch Self-Boosting Framework for Self-Supervised 3D Hand Pose Estimation
    Pengfei Ren, Haifeng Sun, Jiachang Hao, Qi Qi, Jingyu Wang, and Jianxin Liao
    IEEE Trans. Image Process. (TIP), vol. 31, pp. 5052–5066, 2022
  59. Robust Unsupervised Video Anomaly Detection by Multipath Frame Prediction
    Xuanzhao Wang, Zhengping Che, Bo Jiang, Ning Xiao, Ke Yang, Jian Tang, Jieping Ye, Jingyu Wang, and Qi Qi
    IEEE Trans. Neural Networks Learn. Syst.(TNNLS), vol. 33, (6), pp. 2301–2312, 2022
  60. Resilient QUIC Protocol for Emerging Wireless Networks
    Bo He, Jingyu Wang, Qi Qi, Haifeng Sun, Haibo Zhou, Long Zhang, Kaixin Liu, and Jianxin Liao
    IEEE Wirel. Commun., vol. 29, (3), pp. 64–70, 2022
  61. PICO: Pipeline Inference Framework for Versatile CNNs on Diverse Mobile Devices
    Xiang Yang, Zikang Xu, Qi Qi, Jingyu Wang, Haifeng Sun, Jianxin Liao, and Song Guo
    CoRR, vol. abs/2206.08662, 2022
  62. Can Shuffling Video Benefit Temporal Bias Problem: A Novel Training Framework for Temporal Grounding
    Jiachang Hao, Haifeng Sun, Pengfei Ren, Jingyu Wang, Qi Qi, and Jianxin Liao
    CoRR, vol. abs/2207.14698, 2022
  63. Syntax-type-aware graph convolutional networks for natural language understanding
    Chunning Du, Jingyu Wang, Haifeng Sun, Qi Qi, and Jianxin Liao
    Appl. Soft Comput., vol. 102, pp. 107080, 2021
  64. Capsule Network Distributed Learning with Multi-Access Edge Computing for the Internet of Vehicles
    Jie Xu, F. Richard Yu, Jingyu Wang, Qi Qi, Haifeng Sun, and Jianxin Liao
    IEEE Commun. Mag., vol. 59, (8), pp. 52–57, 2021
  65. Effective Scheduler for Distributed DNN Training Based on MapReduce and GPU Cluster
    Jie Xu, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao, and Di Yang
    J. Grid Comput., vol. 19, (1), pp. 8, 2021
  66. Spatial-aware stacked regression network for real-time 3D hand pose estimation
    Pengfei Ren, Haifeng Sun, Weiting Huang, Jiachang Hao, Daixuan Cheng, Qi Qi, Jingyu Wang, and Jianxin Liao
    Neurocomputing, vol. 437, pp. 42–57, 2021
  67. Deep graph alignment network
    Wei Tang, Jingyu Wang, Qi Qi, Haifeng Sun, Shimin Tao, and Hao Yang
    Neurocomputing, vol. 465, pp. 289–300, 2021
  68. Mean Field Deep Reinforcement Learning for Fair and Efficient UAV Control
    Dezhi Chen, Qi Qi, Zirui Zhuang, Jingyu Wang, Jianxin Liao, and Zhu Han
    IEEE Internet Things J., vol. 8, (2), pp. 813–828, 2021
  69. Adaptive and Robust Routing With Lyapunov-Based Deep RL in MEC Networks Enabled by Blockchains
    Zirui Zhuang, Jingyu Wang, Qi Qi, Jianxin Liao, and Zhu Han
    IEEE Internet Things J., vol. 8, (4), pp. 2208–2225, 2021
  70. Pattern and content controlled response generation
    Haifeng Sun, Daixuan Cheng, Jingyu Wang, Qi Qi, and Jianxin Liao
    Inf. Process. Manag., vol. 58, (5), pp. 102605, 2021
  71. Network-aware task selection to reduce multi-application makespan in cloud
    Jie Xu, Jingyu Wang, Qi Qi, Jianxin Liao, Haifeng Sun, Zhu Han, and Tonghong Li
    J. Netw. Comput. Appl., vol. 176, pp. 102889, 2021
  72. Tensor-Based Reinforcement Learning for Network Routing
    Kai-Chu Tsai, Zirui Zhuang, Ricardo Lent, Jingyu Wang, Qi Qi, Li-Chun Wang, and Zhu Han
    IEEE J. Sel. Top. Signal Process., vol. 15, (3), pp. 617–629, 2021
  73. Spatial-Temporal Learning-Based Artificial Intelligence for IT Operations in the Edge Network
    Qi Qi, Runye Shen, Jingyu Wang, Haifeng Sun, Song Guo, and Jianxin Liao
    IEEE Netw., vol. 35, (1), pp. 197–203, 2021
  74. Generative Adversarial Network-Based Transfer Reinforcement Learning for Routing With Prior Knowledge
    Tianjian Dong, Qi Qi, Jingyu Wang, Alex X. Liu, Haifeng Sun, Zirui Zhuang, and Jianxin Liao
    IEEE Trans. Netw. Serv. Manag., vol. 18, (2), pp. 1673–1689, 2021
  75. DeepCC: Multi-Agent Deep Reinforcement Learning Congestion Control for Multi-Path TCP Based on Self-Attention
    Bo He, Jing-Yu Wang, Qi Qi, Haifeng Sun, Jianxin Liao, Chunning Du, Xiang-Yang Alex Liu, and Zhu Han
    IEEE Trans. Netw. Serv. Manag., vol. 18, (4), pp. 4770–4788, 2021
  76. An integrated model based on deep multimodal and rank learning for point-of-interest recommendation
    Jianxin Liao, Tongcun Liu, Hongzhi Yin, Tong Chen, Jingyu Wang, and Yulong Wang
    World Wide Web, vol. 24, (2), pp. 631–655, 2021
  77. Towards automatic visual inspection: A weakly supervised learning method for industrial applicable object detection
    Ce Ge, Jing Wang, Jingyu Wang, Qi Qi, Haifeng Sun, and Jianxin Liao
    Comput. Ind., vol. 121, pp. 103232, 2020
  78. Learning chinese word embeddings from character structural information
    Bing Ma, Qi Qi, Jianxin Liao, Haifeng Sun, and Jingyu Wang
    Comput. Speech Lang., vol. 60, 2020
  79. Band Steering Technology Based on QoE-Oriented Optimization in Wireless Network
    Zhifeng Han, Jianxin Liao, Qi Qi, Haifeng Sun, and Jingyu Wang
    EURASIP J. Wirel. Commun. Netw., vol. 2020, (1), pp. 25, 2020
  80. Exploiting geographical-temporal awareness attention for next point-of-interest recommendation
    Tongcun Liu, Jianxin Liao, Zhigen Wu, Yulong Wang, and Jingyu Wang
    Neurocomputing, vol. 400, pp. 227–237, 2020
  81. Toward Communication-Efficient Federated Learning in the Internet of Things With Edge Computing
    Haifeng Sun, Shiqi Li, F. Richard Yu, Qi Qi, Jingyu Wang, and Jianxin Liao
    IEEE Internet Things J.(IoTJ), vol. 7, (11), pp. 11053–11067, 2020
  82. Toward Greater Intelligence in Route Planning: A Graph-Aware Deep Learning Approach
    Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, and Jianxin Liao
    IEEE Syst. J., vol. 14, (2), pp. 1658–1669, 2020
  83. A Novel Multi-Task Learning Framework for Semi-Supervised Semantic Parsing
    Qi Qi, Xiaolu Wang, Haifeng Sun, Jingyu Wang, Xiao Liang, and Jianxin Liao
    IEEE ACM Trans. Audio Speech Lang. Process., vol. 28, pp. 2552–2560, 2020
  84. Vabis: Video Adaptation Bitrate System for Time-Critical Live Streaming
    Tongtong Feng, Haifeng Sun, Qi Qi, Jingyu Wang, and Jianxin Liao
    IEEE Trans. Multim., vol. 22, (11), pp. 2963–2976, 2020
  85. Performance Optimization for Blockchain-Enabled Distributed Network Function Virtualization Management and Orchestration
    Xiaoyuan Fu, F. Richard Yu, Jingyu Wang, Qi Qi, and Jianxin Liao
    IEEE Trans. Veh. Technol., vol. 69, (6), pp. 6670–6679, 2020
  86. Scalable Parallel Task Scheduling for Autonomous Driving Using Multi-Task Deep Reinforcement Learning
    Qi Qi, Lingxin Zhang, Jingyu Wang, Haifeng Sun, Zirui Zhuang, Jianxin Liao, and F. Richard Yu
    IEEE Trans. Veh. Technol., vol. 69, (11), pp. 13861–13874, 2020
  87. Dynamic Service Function Chain Embedding for NFV-Enabled IoT: A Deep Reinforcement Learning Approach
    Xiaoyuan Fu, F. Richard Yu, Jingyu Wang, Qi Qi, and Jianxin Liao
    IEEE Trans. Wirel. Commun.(TWC), vol. 19, (1), pp. 507–519, 2020
  88. AWR: Adaptive Weighting Regression for 3D Hand Pose Estimation
    Weiting Huang, Pengfei Ren, Jingyu Wang, Qi Qi, and Haifeng Sun
    CoRR, vol. abs/2007.09590, 2020
  89. Robust Unsupervised Video Anomaly Detection by Multi-Path Frame Prediction
    Xuanzhao Wang, Zhengping Che, Ke Yang, Bo Jiang, Jian Tang, Jieping Ye, Jingyu Wang, and Qi Qi
    CoRR, vol. abs/2011.02763, 2020
  90. Personalized Sketch-Based Image Retrieval by Convolutional Neural Network and Deep Transfer Learning
    Qi Qi, Qiming Huo, Jingyu Wang, Haifeng Sun, Yufei Cao, and Jianxin Liao
    IEEE Access, vol. 7, pp. 16537–16549, 2019
  91. Simplifying Flow Updates in Software-Defined Networks Using Atoman
    Long Luo, Zonghang Li, Jingyu Wang, and Hongfang Yu
    IEEE Access, vol. 7, pp. 39083–39097, 2019
  92. Common Knowledge Based and One-Shot Learning Enabled Multi-Task Traffic Classification
    Haifeng Sun, Yunming Xiao, Jing Wang, Jingyu Wang, Qi Qi, Jianxin Liao, and Xiulei Liu
    IEEE Access, vol. 7, pp. 39485–39495, 2019
  93. Incentive Mechanisms for Big Data Analytics in the Internet of Things (IoT)
    Xiaoyuan Fu, Jingyu Wang, Qi Qi, and Jianxin Liao
    Ad Hoc Sens. Wirel. Networks, vol. 45, (1-2), pp. 93–115, 2019
  94. Deep reinforcement learning-based cooperative interactions among heterogeneous vehicular networks
    Jingyu Wang, Zirui Zhuang, Qi Qi, Tonghong Li, and Jianxin Liao
    Appl. Soft Comput., vol. 82, 2019
  95. Service Function Chain Embedding for NFV-Enabled IoT Based on Deep Reinforcement Learning
    Xiaoyuan Fu, F. Richard Yu, Jingyu Wang, Qi Qi, and Jianxin Liao
    IEEE Commun. Mag., vol. 57, (11), pp. 102–108, 2019
  96. ALSR: An adaptive label screening and relearning approach for interval-oriented anomaly detection
    Jingyu Wang, Yuhan Jing, Qi Qi, Tongtong Feng, and Jianxin Liao
    Expert Syst. Appl., vol. 136, pp. 94–104, 2019
  97. Deep supervised hashing network with integrated regularisation
    Jianxin Liao, Baoran Li, Di Yang, Jingyu Wang, Qi Qi, and Jing Wang
    IET Image Process., vol. 13, (12), pp. 2143–2151, 2019
  98. Collaborative tensor-topic factorization model for personalized activity recommendation
    Tongcun Liu, Jianxin Liao, Yulong Wang, Jingyu Wang, and Qi Qi
    Multim. Tools Appl., vol. 78, (12), pp. 16923–16943, 2019
  99. Intelligent VNFs Selection Based on Traffic Identification in Vehicular Cloud Networks
    Jingyu Wang, Bo He, Jing Wang, and Tonghong Li
    IEEE Trans. Veh. Technol., vol. 68, (5), pp. 4140–4147, 2019
  100. IEEE TVT 二区 / Q2 / CCF B
    Knowledge-Driven Service Offloading Decision for Vehicular Edge Computing: A Deep Reinforcement Learning Approach
    Qi Qi, Jingyu Wang, Zhanyu Ma, Haifeng Sun, Yufei Cao, Lingxin Zhang, and Jianxin Liao
    IEEE Trans. Veh. Technol.(TVT)[ESI Highly Cited], vol. 68, (5), pp. 4192–4203, 2019
  101. Radio Environment Map Construction by Kriging Algorithm Based on Mobile Crowd Sensing
    Zhifeng Han, Jianxin Liao, Qi Qi, Haifeng Sun, and Jingyu Wang
    Wirel. Commun. Mob. Comput., vol. 2019, 2019
  102. OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks
    Jiashi Li, Qi Qi, Jingyu Wang, Ce Ge, Yujian Li, Zhangzhang Yue, and Haifeng Sun
    CoRR, vol. abs/1905.11664, 2019
  103. MindCamera: Interactive Sketch-Based Image Retrieval and Synthesis
    Jingyu Wang, Yu Zhao, Qi Qi, Qiming Huo, Jian Zou, Ce Ge, and Jianxin Liao
    IEEE Access, vol. 6, pp. 3765–3773, 2018
  104. Multi-Context Integrated Deep Neural Network Model for Next Location Prediction
    Jianxin Liao, Tongcun Liu, Meilian Liu, Jingyu Wang, Yulong Wang, and Haifeng Sun
    IEEE Access, vol. 6, pp. 21980–21990, 2018
  105. Incentive Mechanisms for Resource Scaling-out Game of Stream Big Data Analytics
    Xiaoyuan Fu, Jingyu Wang, Qi Qi, Jianxin Liao, and Tonghong Li
    J. Grid Comput., vol. 16, (4), pp. 569–585, 2018
  106. MTDE: Multi-typed data embedding in heterogeneous networks
    Haifeng Sun, Jianxin Liao, Jingyu Wang, and Qi Qi
    Neurocomputing, vol. 278, pp. 119–125, 2018
  107. Rapid Relevance Feedback Strategy Based on Distributed CBIR System
    Jianxin Liao, Baoran Li, Jingyu Wang, Qi Qi, and Tonghong Li
    Int. J. Semantic Web Inf. Syst., vol. 14, (2), pp. 1–26, 2018
  108. COVE: Co-operative Virtual Network Embedding for Network Virtualization
    Min Feng, Jianxin Liao, Sude Qing, Tonghong Li, and Jingyu Wang
    J. Netw. Syst. Manag., vol. 26, (1), pp. 79–107, 2018
  109. Elastic Vehicular Resource Providing Based on Service Function-Group Resource Mapping of Smart Identify Network
    Jingyu Wang, Qi Qi, Sude Qing, and Jianxin Liao
    IEEE Syst. J., vol. 12, (2), pp. 1897–1908, 2018
  110. Mitigating the Oscillations Between Service Routing and SDN Traffic Engineering
    Jingyu Wang, Qi Qi, Jun Gong, and Jianxin Liao
    IEEE Syst. J., vol. 12, (4), pp. 3426–3437, 2018
  111. Cluster-PSO Based Resource Orchestration for Multi-task Applications in Vehicular Cloud
    Qi Qi, Jingyu Wang, Yufei Cao, Jing Wang, Haifeng Sun, and Jianxin Liao
    Wirel. Pers. Commun., vol. 102, (3), pp. 2133–2155, 2018
  112. Density cluster based approach for controller placement problem in large-scale software defined networkings
    Jianxin Liao, Haifeng Sun, Jingyu Wang, Qi Qi, Kai Li, and Tonghong Li
    Comput. Networks, vol. 112, pp. 24–35, 2017
  113. Resilient Routing Overlay Network Construction with Super-Relay Nodes
    Shengwen Tian, Jianxin Liao, Tonghong Li, Jingyu Wang, and Guanghai Cui
    KSII Trans. Internet Inf. Syst., vol. 11, (4), pp. 1911–1930, 2017
  114. A generalized design of distributed rateless codes with decreasing ripple size for multiple-access relay networks
    Jianxin Liao, Lei Zhang, Tonghong Li, Jingyu Wang, and Qi Qi
    Wirel. Networks, vol. 23, (7), pp. 2177–2188, 2017
  115. Lightweight approach for multi-objective web service composition
    Jianxin Liao, Yang Liu, Jing Wang, Jingyu Wang, and Qi Qi
    IET Softw., vol. 10, (4), pp. 116–124, 2016
  116. Efficient and fair scheduler of multiple resources for MapReduce system
    Jianxin Liao, Lei Zhang, Tonghong Li, Jingyu Wang, and Qi Qi
    IET Softw., vol. 10, (6), pp. 182–188, 2016
  117. Design of optimised multiple partial recovery LT codes
    Jianxin Liao, Lei Zhang, Tonghong Li, Jingyu Wang, and Qi Qi
    IET Commun., vol. 10, (9), pp. 1053–1062, 2016
  118. Conflicts in Overlay Environments: Inefficient Equilibrium and Incentive Mechanism
    Jianxin Liao, Jun Gong, Shan Jiang, Tonghong Li, and Jingyu Wang
    KSII Trans. Internet Inf. Syst., vol. 10, (5), pp. 2286–2309, 2016
  119. LIVE: Learning and Inference for Virtual Network Embedding
    Jianxin Liao, Min Feng, Sude Qing, Tonghong Li, and Jingyu Wang
    J. Netw. Syst. Manag., vol. 24, (2), pp. 227–256, 2016
  120. Software Defined Resource Orchestration System for Multitask Application in Heterogeneous Mobile Cloud Computing
    Qi Qi, Jianxin Liao, Jingyu Wang, Qi Li, and Yufei Cao
    Mob. Inf. Syst., vol. 2016, pp. 2784548:1–2784548:17, 2016
  121. A dual mode self-adaption handoff for multimedia services in mobile cloud computing environment
    Jianxin Liao, Qi Qi, Jing Wang, Jingyu Wang, and Yufei Cao
    Multim. Tools Appl., vol. 75, (8), pp. 4697–4722, 2016
  122. Fusion feature for LSH-based image retrieval in a cloud datacenter
    Jianxin Liao, Di Yang, Tonghong Li, Qi Qi, Jingyu Wang, and Haifeng Sun
    Multim. Tools Appl., vol. 75, (23), pp. 15405–15427, 2016
  123. Game-theoretic model of asymmetrical multipath selection in pervasive computing environment
    Jingyu Wang, Jianxin Liao, Tonghong Li, and Jing Wang
    Pervasive Mob. Comput., vol. 27, pp. 37–57, 2016
  124. Resource orchestration for multi-task application in home-to-home cloud
    Qi Qi, Jingyu Wang, Qi Li, Tonghong Li, and Yufei Cao
    IEEE Trans. Consumer Electron., vol. 62, (2), pp. 191–199, 2016
  125. OMI-DL: An Ontology Matching Framework
    Xiulei Liu, Bo Cheng, Jianxin Liao, Payam M. Barnaghi, Li Wan, and Jingyu Wang
    IEEE Trans. Serv. Comput., vol. 9, (4), pp. 580–593, 2016
  126. Integrated Multi-service Handoff Mechanism with QoS-Support Strategy in Mobile Cloud Computing
    Qi Qi, Jianxin Liao, Jingyu Wang, Jing Wang, Qi Li, and Yufei Cao
    Wirel. Pers. Commun., vol. 87, (2), pp. 593–614, 2016
  127. A coalitional game approach on improving interactions in multiple overlay environments
    Jianxin Liao, Ziteng Cui, Jingyu Wang, Tonghong Li, Qi Qi, and Jing Wang
    Comput. Networks, vol. 87, pp. 1–15, 2015
  128. Paths selection-based resequencing queue length in concurrent multipath transfer
    Fenghua Wang, Dongliang Xie, Jingyu Wang, Peng Zhang, and Yan Shi
    Int. J. Commun. Syst., vol. 28, (11), pp. 1805–1827, 2015
  129. On the collaborations of multiple selfish overlays using multi-path resources
    Jingyu Wang, Jianxin Liao, Tonghong Li, and Jing Wang
    Peer-to-Peer Netw. Appl., vol. 8, (2), pp. 203–215, 2015
  130. Asymmetrical Multi-path Selection Game for Wireless Overlay Networks
    Jingyu Wang, Jianxin Liao, Tonghong Li, and Jing Wang
    Wirel. Pers. Commun., vol. 85, (4), pp. 2407–2429, 2015
  131. A scalable approach for content based image retrieval in cloud datacenter
    Jianxin Liao, Di Yang, Tonghong Li, Jingyu Wang, Qi Qi, and Xiaomin Zhu
    Inf. Syst. Frontiers, vol. 16, (1), pp. 129–141, 2014
  132. Topology-aware Virtual Network Embedding Using Multiple Characteristics
    Jianxin Liao, Min Feng, Tonghong Li, Jingyu Wang, and Sude Qing
    KSII Trans. Internet Inf. Syst., vol. 8, (1), pp. 145–164, 2014
  133. Load-Balanced One-hop Overlay Multipath Routing with Path Diversity
    Jianxin Liao, Shengwen Tian, Jingyu Wang, Tonghong Li, and Qi Qi
    KSII Trans. Internet Inf. Syst., vol. 8, (2), pp. 443–461, 2014
  134. Estimating the Effects of Multipath Selection on Concurrent Multipath Transfer
    Jingyu Wang, Jianxin Liao, Jing Wang, Tonghong Li, and Qi Qi
    KSII Trans. Internet Inf. Syst., vol. 8, (4), pp. 1406–1423, 2014
  135. Probe-based end-to-end overload control for networks of SIP servers
    Jinzhu Wang, Jianxin Liao, Tonghong Li, Jing Wang, Jingyu Wang, and Qi Qi
    J. Netw. Comput. Appl., vol. 41, pp. 114–125, 2014
  136. Accurate sub-swarms particle swarm optimization algorithm for service composition
    Jianxin Liao, Yang Liu, Xiaomin Zhu, and Jingyu Wang
    J. Syst. Softw., vol. 90, pp. 191–203, 2014
  137. Loss Rate Based Fountain Codes for Data Transfer
    Jianxin Liao, Lei Zhang, Xiaomin Zhu, Jingyu Wang, and Minyan Liao
    CoRR, vol. abs/1305.2387, 2013
  138. A linear chained approach for service invocation in IP Multimedia Subsystem
    Jianxin Liao, Qi Qi, Zhaoyong Xun, Tonghong Li, Yufei Cao, and Jingyu Wang
    Comput. Electr. Eng., vol. 38, (4), pp. 840–852, 2012
  139. Toward a multiplane framework of NGSON: a required guideline to achieve pervasive services and efficient resource utilization
    Jianxin Liao, Jingyu Wang, Bin Wu, and Wei Wu
    IEEE Commun. Mag., vol. 50, (1), pp. 90–97, 2012
  140. A distributed end-to-end overload control mechanism for networks of SIP servers
    Jianxin Liao, Jinzhu Wang, Tonghong Li, Jing Wang, Jingyu Wang, and Xiaomin Zhu
    Comput. Networks, vol. 56, (12), pp. 2847–2868, 2012
  141. Correlation-aware multipath selection to enhance path diversity in ubiquitous computing environment
    Jingyu Wang, Jianxin Liao, Tonghong Li, and Ping Zhang
    Int. J. Ad Hoc Ubiquitous Comput., vol. 11, (4), pp. 246–257, 2012
  142. An optimized QoS scheme for IMS-NEMO in heterogeneous networks
    Jianxin Liao, Qi Qi, Tonghong Li, Yufei Cao, Xiaomin Zhu, and Jingyu Wang
    Int. J. Commun. Syst., vol. 25, (2), pp. 185–204, 2012
  143. Service Composition Based on Niching Particle Swarm Optimization in Service Overlay Networks
    Jianxin Liao, Yang Liu, Jingyu Wang, and Xiaomin Zhu
    KSII Trans. Internet Inf. Syst., vol. 6, (4), pp. 1106–1127, 2012
  144. OSIA: Out-of-order Scheduling for In-order Arriving in concurrent multi-path transfer
    Jingyu Wang, Jianxin Liao, and Tonghong Li
    J. Netw. Comput. Appl., vol. 35, (2), pp. 633–643, 2012
  145. Introducing multipath selection for concurrent multipath transfer in the future internet
    Jianxin Liao, Jingyu Wang, Tonghong Li, and Xiaomin Zhu
    Comput. Networks, vol. 55, (4), pp. 1024–1035, 2011
  146. A token-bucket based notification traffic control mechanism for IMS presence service
    Jianxin Liao, Jinzhu Wang, Tonghong Li, Jingyu Wang, and Xiaomin Zhu
    Comput. Commun., vol. 34, (10), pp. 1243–1257, 2011
  147. Multipath Probing and Grouping in Multihomed Networks
    Jianxin Liao, Jingyu Wang, Tonghong Li, and Xiaomin Zhu
    IEICE Trans. Inf. Syst., vol. 94-D, (3), pp. 710–713, 2011
  148. Exploiting path diversity to enhance aggregating throughput for multihomed wireless devices
    Jianxin Liao, Jingyu Wang, Xiaomin Zhu, and Tonghong Li
    IEEE Trans. Consumer Electron., vol. 56, (2), pp. 613–619, 2010
  149. Sender-based multipath out-of-order scheduling for high-definition videophone in multi-homed devices
    Jianxin Liao, Jingyu Wang, Tonghong Li, Xiaomin Zhu, and Ping Zhang
    IEEE Trans. Consumer Electron., vol. 56, (3), pp. 1466–1472, 2010
  150. Soft handover mechanism based on RTP parallel transmission for mobile IPTV services
    Qi Qi, Yufei Cao, Tonghong Li, Xiaomin Zhu, and Jingyu Wang
    IEEE Trans. Consumer Electron., vol. 56, (4), pp. 2276–2281, 2010
  151. A multi-path mechanism for reliable VoIP transmission over wireless networks
    Jianxin Liao, Jingyu Wang, and Xiaomin Zhu
    Comput. Networks, vol. 52, (13), pp. 2450–2460, 2008
  152. Latent Handover: A flow-oriented progressive handover mechanism
    Jingyu Wang, Jianxin Liao, and Xiaomin Zhu
    Comput. Commun., vol. 31, (10), pp. 2319–2340, 2008

Conference Articles

  1. AAAI 2025 CORE A* / CCF A
    ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data
    Chengsen Wang, Qi Qi, Jingyu Wang, Haifeng Sun, Zirui Zhuang, Jinming Wu, Lei Zhang, and Jianxin Liao
    In AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA, 2025
  2. The Threat of PROMPTS in Large Language Models: A System and User Prompt Perspective
    Zixuan Xia, Haifeng Sun, Jingyu Wang, Qi Qi, Huazheng Wang, Xiaoyuan Fu, and Jianxin Liao
    In Findings of the Association for Computational Linguistics, ACL 2025, Vienna, Austria, July 27 - August 1, 2025, 2025
  3. ACL CORE A* / CCF A
    ClusterAttn: KV Cache Compression under Intrinsic Attention Clustering
    Minwei Zhang, Haifeng Sun, Jingyu Wang, Shaolong Li, Wanyi Ning, Qi Qi, Zirui Zhuang, and Jianxin Liao
    In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025 , Vienna, Austria, July 27 - August 1, 2025, 2025
  4. RecStream: Graph-aware Stream Management for Concurrent Recommendation Model Online Serving
    Shuxi Guo, Qi Qi, Haifeng Sun, Jianxin Liao, and Jingyu Wang
    In Proceedings of the 31st International Conference on Computational Linguistics, COLING 2025 - Industry Track, Abu Dhabi, UAE, January 19-24, 2025, 2025
  5. Pose-Guided Temporal Enhancement for Robust Low-Resolution Hand Reconstruction
    Kaixin Fan, Pengfei Ren, Jingyu Wang, Haifeng Sun, Qi Qi, Zirui Zhuang, and Jianxin Liao
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025, 2025
  6. ACM EuroSys 2025 CORE A* / CCF A
    Atlas: Towards Real-Time Verification in Large-Scale Networks via a Native Distributed Architecture
    Mingxiao Ma, Yuehan Zhang, Jingyu Wang, Bo He, Chenyang Zhao, Qi Qi, Zirui Zhuang, Haifeng Sun, Lingqi Guo, Yuebin Guo, Gong Zhang, and Jianxin Liao
    In Proceedings of the Twentieth European Conference on Computer Systems, EuroSys 2025 , Rotterdam, The Netherlands, 30 March 2025 - 3 April 2025, 2025
  7. Spy Inside: Scalable Verification of Dependable Transformers for Event Time Series Systems
    Haodong Deng, Qi Qi, Lu Lu, Zirui Zhuang, Xingyu Zeng, Jinguang Wang, Bo He, Wei Li, and Jingyu Wang
    In 2025 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2025, Hyderabad, India, April 6-11, 2025, 2025
  8. Meta-UAD: A Meta-Learning Scheme for User-level Network Traffic Anomaly Detection
    Tongtong Feng, Qi Qi, Lingqi Guo, and Jingyu Wang
    In 2025 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2025, Hyderabad, India, April 6-11, 2025, 2025
  9. QoKV: Comprehending and Surpassing the Hurdles of KV Cache Quantization
    Jinguang Wang, Yuexi Yin, Haifeng Sun, Tingting Yang, Qi Qi, Zirui Zhuang, and Jingyu Wang
    In 2025 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2025, Hyderabad, India, April 6-11, 2025, 2025
  10. Shuffle-Exchange: Enhancing Collective Communication Efficiency for Large Model Training
    Zhihang Tang, Chenxi Li, Xiang Yang, Bo He, Qi Qi, Jingyu Wang, and Laiping Zhao
    In 45th IEEE International Conference on Distributed Computing Systems, ICDCS 2025, Glasgow, United Kingdom, July 21-23, 2025, 2025
  11. Unhackable Temporal Reward for Scalable Video MLLMs
    En Yu, Kangheng Lin, Liang Zhao, Yana Wei, Zining Zhu, Haoran Wei, Jianjian Sun, Zheng Ge, Xiangyu Zhang, Jingyu Wang, and Wenbing Tao
    In The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025, 2025
  12. Mitigating Object Hallucination in Large Vision-Language Models via Visual Attention Direct Preference Optimization
    Yixiao He, Haifeng Sun, Qi Qi, Zirui Zhuang, Pengfei Ren, Huazheng Wang, Yafeng Nan, and Jing-Yu Wang
    In IEEE International Conference on Multimedia and Expo, ICME 2025, Nantes, France, June 30 - July 4, 2025, 2025
  13. Masked Self-Supervised Learning and Semantic Noise Separation for Video Anomaly Detection
    Qiao Wang, Menghao Zhang, Lei Zhang, Qi Qi, Haifeng Sun, Pengfei Ren, Bo He, Jing Wang, and Jingyu Wang
    In IEEE International Conference on Multimedia and Expo, ICME 2025, Nantes, France, June 30 - July 4, 2025, 2025
  14. Efficient Inter-Operator Scheduling for Concurrent Recommendation Model Inference on GPU
    Shuxi Guo, Zikang Xu, Jiahao Liu, Jinyi Zhang, Qi Qi, Haifeng Sun, Jun Huang, Jianxin Liao, and Jingyu Wang
    In Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2025, Montreal, Canada, August 16-22, 2025, 2025
  15. Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern
    Jiahong Xiong, Chengsen Wang, Haifeng Sun, Yuhan Jing, Qi Qi, Zirui Zhuang, Lei Zhang, Jianxin Liao, and Jingyu Wang
    In Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2025, Montreal, Canada, August 16-22, 2025, 2025
  16. A\(^3\)-Net: Calibration-Free Multi-View 3D Hand Reconstruction for Enhanced Musical Instrument Learning
    Geng Chen, Xufeng Jian, Yuchen Chen, Pengfei Ren, Jingyu Wang, Haifeng Sun, Qi Qi, Jing Wang, and Jianxin Liao
    In Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2025, Montreal, Canada, August 16-22, 2025, 2025
  17. A Blockchain-Based Trust Model for Multi-Platoon Networks: Reliable Data Sharing and Consensus via Edge-Cloud Systems
    Haotian Chen, Xiaoyuan Fu, Qi Qi, Zirui Zhuang, Jing Wang, and Jingyu Wang
    In IEEE INFOCOM 2025 - IEEE Conference on Computer Communications Workshops, London, United Kingdom, May 19, 2025, 2025
  18. IEEE INFOCOM 2025CORE A* / CCF A
    Network CoPilot: Intent-Driven Network Configuration Updating for Service Guarantee
    Rongxin Han, Jingyu Wang, Haifeng Sun, Zengteng Jiang, Qi Qi, Zirui Zhuang, Yuan Zhang, and Jianxin Liao
    In IEEE INFOCOM 2025 - IEEE Conference on Computer Communications, London, United Kingdom, May 19-22, 2025, 2025
  19. Rethinking Smoothness for Fast and Adaptable Entity Alignment Decoding
    Yuanyi Wang, Han Li, Haifeng Sun, Lei Zhang, Bo He, Wei Tang, Tianhao Yan, Qi Qi, and Jingyu Wang
    In Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29 - May 4, 2025, 2025
  20. Evaluating and Mitigating Object Hallucination in Large Vision-Language Models: Can They Still See Removed Objects?
    Yixiao He, Haifeng Sun, Pengfei Ren, Jingyu Wang, Huazheng Wang, Qi Qi, Zirui Zhuang, and Jing Wang
    In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2025 - Volume 1: Long Papers, Albuquerque, New Mexico, USA, April 29 - May 4, 2025, 2025
  21. RACE: Operator Choreography for Inference Acceleration in Personalized Recommender System
    Shaolong Li, Xiang Yang, Jiaxing Liu, Qi Qi, Jianxin Liao, Jun Huang, and Jingyu Wang
    In Proceedings of the 37th ACM Symposium on Parallelism in Algorithms and Architectures, SPAA 2025, Portland, OR, USA, 28 July 2025 - 1 August 2025, 2025
  22. USENIX ATC 2025CORE A* / CCF A
    NetKeeper: Enhancing Network Resilience with Autonomous Network Configuration Update on Traffic Patterns and Anomalies
    Zhaoyang Wan, Rongxin Han, Haifeng Sun, Qi Qi, Zirui Zhuang, Bo He, Liang Zhang, Jianxin Liao, and Jingyu Wang
    In Proceedings of the 2025 USENIX Annual Technical Conference, USENIX ATC 2025, Boston, MA, USA, July 7-9, 2025, 2025
  23. Robustness Verification of Deep Graph Neural Networks Tightened by Linear Approximation
    Xingyu Zeng, Han Li, Qi Qi, Jingyu Wang, Haodong Deng, Haifeng Sun, Zirui Zhuang, and Jianxin Liao
    In Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025, 2025
  24. Keypoint Fusion for RGB-D Based 3D Hand Pose Estimation
    Xingyu Liu, Pengfei Ren, Yuanyuan Gao, Jingyu Wang, Haifeng Sun, Qi Qi, Zirui Zhuang, and Jianxin Liao
    In Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, 2024
  25. SSS: Editing Factual Knowledge in Language Models towards Semantic Sparse Space
    Huazheng Wang, Haifeng Sun, Jingyu Wang, Qi Qi, Zixuan Xia, Menghao Zhang, and Jianxin Liao
    In Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024, 2024
  26. ACM ASPLOS 2024 CORE A* / CCF A
    NetRen: Service Migration-Driven Network Renascence with Synthesizing Updated Configuration
    Rongxin Han, Jingyu Wang, Qi Qi, Haifeng Sun, Chaowei Xu, Zhaoyang Wan, Zirui Zhuang, Yichuan Yu, and Jianxin Liao
    In Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3, ASPLOS 2024 , La Jolla, CA, USA, 27 April 2024- 1 May 2024, 2024
  27. Distantly Supervised Contrastive Learning for Low-Resource Scripting Language Summarization
    Junzhe Liang, Haifeng Sun, Zirui Zhuang, Qi Qi, Jingyu Wang, and Jianxin Liao
    In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy, 2024
  28. Dynamic Support Information Mining for Category-Agnostic Pose Estimation
    Pengfei Ren, Yuanyuan Gao, Haifeng Sun, Qi Qi, Jingyu Wang, and Jianxin Liao
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16-22, 2024, 2024
  29. Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning
    Menghao Zhang, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, Pengfei Ren, Ruilong Ma, and Jianxin Liao
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024 , Seattle, WA, USA, June 16-22, 2024, 2024
  30. Coarse-to-Fine Implicit Representation Learning for 3D Hand-Object Reconstruction from a Single RGB-D Image
    Xingyu Liu, Pengfei Ren, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, and Jianxin Liao
    In Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LI, vol. 15109, 2024
  31. FLUK: Protecting Federated Learning Against Malicious Clients for Internet of Vehicles
    Mengde Zhu, Wanyi Ning, Qi Qi, Jingyu Wang, Zirui Zhuang, Haifeng Sun, Jun Huang, and Jianxin Liao
    In Euro-Par 2024: Parallel Processing - 30th European Conference on Parallel and Distributed Processing, Madrid, Spain, August 26-30, 2024, Proceedings, Part II, vol. 14802, 2024
  32. Accelerating ACL Configuration Update through Data Plane Analysis
    Tianyi Kou, Haifeng Sun, Zirui Zhuang, Qi Qi, Jingyu Wang, and Jianxin Liao
    In Proceedings of the 2024 SIGCOMM Workshop on Formal Methods Aided Network Operation, FMANO 2024, Sydney, NSW, Australia, August 4-8, 2024, 2024
  33. Towards Semantic Consistency: Dirichlet Energy Driven Robust Multi-Modal Entity Alignment
    Yuanyi Wang, Haifeng Sun, Jiabo Wang, Jingyu Wang, Wei Tang, Qi Qi, Shaoling Sun, and Jianxin Liao
    In 40th IEEE International Conference on Data Engineering, ICDE 2024 , Utrecht, The Netherlands, May 13-16, 2024, 2024
  34. Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detection
    Yuanyi Wang, Haifeng Sun, Chengsen Wang, Mengde Zhu, Jingyu Wang, Wei Tang, Qi Qi, Zirui Zhuang, and Jianxin Liao
    In IEEE International Conference on Data Mining, ICDM 2024, Abu Dhabi, United Arab Emirates, December 9-12, 2024, 2024
  35. Pre-Tokenization of Numbers for Large Language Models
    Zhenglong Wu, Qi Qi, Zirui Zhuang, Haifeng Sun, and Jingyu Wang
    In The Second Tiny Papers Track at ICLR 2024, Tiny Papers @ ICLR 2024, Vienna, Austria, May 11, 2024, 2024
  36. MONR: Multi-Objective Optimizing Network Reconfiguration Using Deep Reinforcement Learning
    Yuqi Dai, Hua Zhang, Jingyu Wang, and Jianxin Liao
    In 32nd IEEE International Conference on Network Protocols, ICNP 2024, Charleroi, Belgium, October 28-31, 2024, 2024
  37. Following the Compass: LLM-Empowered Intent Translation with Manual Guidance
    Lingqi Guo, Jingyu Wang, Jianyu Wu, Caijun Yan, Haifeng Sun, Zirui Zhuang, Qi Qi, Yi Dong, Haibao Ren, and Jianxin Liao
    In 32nd IEEE International Conference on Network Protocols, ICNP 2024, Charleroi, Belgium, October 28-31, 2024, 2024
  38. LogExpert: Log-based Recommended Resolutions Generation using Large Language Model
    Jiabo Wang, Guojun Chu, Jingyu Wang, Haifeng Sun, Qi Qi, Yuanyi Wang, Ji Qi, and Jianxin Liao
    In Proceedings of the 2024 ACM/IEEE 44th International Conference on Software Engineering: New Ideas and Emerging Results, NIER@ICSE 2024, Lisbon, Portugal, April 14-20, 2024, 2024
  39. FlowRCA: Enhancing Microservice Reliability with Non-invasive Root Cause Analysis
    Zhikang Wu, Jingyu Wang, Qi Qi, Mingen Shu, Rui Chu, Jubiao Li, Jing Jin, and Danyang Chen
    In IEEE International Conference on Web Services, ICWS 2024, Shenzhen, China, July 7-13, 2024, 2024
  40. Safeguarding Sustainable Cities: Unsupervised Video Anomaly Detection through Diffusion-based Latent Pattern Learning
    Menghao Zhang, Jingyu Wang, Qi Qi, Pengfei Ren, Haifeng Sun, Zirui Zhuang, Lei Zhang, and Jianxin Liao
    In Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, IJCAI 2024, Jeju, South Korea, August 3-9, 2024, 2024
  41. Work Together to Keep Fresh: Hierarchical Learning for UAVs-assisted Data Time-Sensitive IoT
    Songyang Li, Dezhi Chen, Qianlong Fu, Qi Qi, Jingyu Wang, and Jianxin Liao
    In International Joint Conference on Neural Networks, IJCNN 2024, Yokohama, Japan, June 30 - July 5, 2024, 2024
  42. Enhanced Anomaly Detection in Dashcam Videos: Dual GAN Approach with Swin-Unet for Optical Flow and Region of Interest Analysis
    Haodong Ru, Menghao Zhang, Cheng Zhou, Pengfei Ren, Haifeng Sun, Qi Qi, Lejian Zhang, and Jingyu Wang
    In International Joint Conference on Neural Networks, IJCNN 2024, Yokohama, Japan, June 30 - July 5, 2024, 2024
  43. Efficient Throughput and Loop-Free Routing: An Adaptive Second-Order Backpressure Algorithm
    Yuexi Yin, Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Xiaoyuan Fu, and Jianxin Liao
    In IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops, Vancouver, BC, Canada, May 20, 2024, 2024
  44. Fast Policy Convergence for Traffic Engineering with Proactive Distributed Message-Passing
    Zicheng Wang, Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, and Jianxin Liao
    In IEEE International Parallel and Distributed Processing Symposium, IPDPS 2024, San Francisco, CA, USA, May 27-31, 2024, 2024
  45. Interpretable Online Log Analysis Using Large Language Models with Prompt Strategies
    Yilun Liu, Shimin Tao, Weibin Meng, Jingyu Wang, Wenbing Ma, Yuhang Chen, Yanqing Zhao, Hao Yang, and Yanfei Jiang
    In Proceedings of the 32nd IEEE/ACM International Conference on Program Comprehension, ICPC 2024, Lisbon, Portugal, April 15-16, 2024, 2024
  46. Beyond Throughput-Optimal: Second-Order Smooth Backpressure Algorithm for Reducing Jitter and Delay
    Yuexi Yin, Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Xiaoyuan Fu, and Jianxin Liao
    In 32nd IEEE/ACM International Symposium on Quality of Service, IWQoS 2024, Guangzhou, China, June 19-21, 2024, 2024
  47. Video Anomaly Detection via Progressive Learning of Multiple Proxy Tasks
    Menghao Zhang, Jingyu Wang, Qi Qi, Pengfei Ren, Haifeng Sun, Zirui Zhuang, Huazheng Wang, Lei Zhang, and Jianxin Liao
    In Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024 - 1 November 2024, 2024
  48. STAR-VP: Improving Long-term Viewport Prediction in 360\textdegree Videos via Space-aligned and Time-varying Fusion
    Baoqi Gao, Daoxu Sheng, Lei Zhang, Qi Qi, Bo He, Zirui Zhuang, and Jingyu Wang
    In Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024 - 1 November 2024, 2024
  49. Efficient Tile-Based Adaptive Streaming for 360-Degree Video-on-Demand Systems
    Daoxu Sheng, Baoqi Gao, Guangtian Liu, Qi Qi, and Jingyu Wang
    In Proceedings of the 15th ACM Multimedia Systems Conference, MMSys 2024, Bari, Italy, April 15-18, 2024, 2024
  50. QUIC-Enabled Framework for Alleviating Transient Congestion in Time-Critical IoT
    Haoran Zhao, Bo He, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, and Jianxin Liao
    In Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, ACM MobiCom 2024, Washington D.C., DC, USA, November 18-22, 2024, 2024
  51. MDR: Model-Specific Demonstration Retrieval at Inference Time for In-Context Learning
    Huazheng Wang, Jinming Wu, Haifeng Sun, Zixuan Xia, Daixuan Cheng, Jingyu Wang, Qi Qi, and Jianxin Liao
    In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), NAACL 2024, Mexico City, Mexico, June 16-21, 2024, 2024
  52. NeurIPS 2024CORE A* / CCF A
    FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models
    Wanyi Ning, Jingyu Wang, Qi Qi, Mengde Zhu, Haifeng Sun, Daixuan Cheng, Jianxin Liao, and Ce Zhang
    In Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024 , Vancouver, BC, Canada, December 10 - 15, 2024, 2024
  53. Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective
    Chengsen Wang, Qi Qi, Jingyu Wang, Haifeng Sun, Zirui Zhuang, Jinming Wu, and Jianxin Liao
    In Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024, 2024
  54. USENIX NSDI 2024CORE A* / CCF A
    EPVerifier: Accelerating Update Storms Verification with Edge-Predicate
    Chenyang Zhao, Yuebin Guo, Jingyu Wang, Qi Qi, Zirui Zhuang, Haifeng Sun, Lingqi Guo, Yuming Xie, and Jianxin Liao
    In 21st USENIX Symposium on Networked Systems Design and Implementation, NSDI 2024 , Santa Clara, CA, April 15-17, 2024, 2024
  55. MicroOps: Rapid Microservice Data Simulation and AIOps Model Development Platform
    Yuewei Li, Zhigang Wang, Qi Qi, Yuhan Jing, Jinming Wu, Zhikang Wu, Yan Lu, Chengsen Wang, Xingyu Wang, and Jingyu Wang
    In IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2024, Rovaniemi, Finland, March 12-15, 2024, 2024
  56. Scene-Level Sketch-Based Image Retrieval with Minimal Pairwise Supervision
    Ce Ge, Jingyu Wang, Qi Qi, Haifeng Sun, Tong Xu, and Jianxin Liao
    In Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, 2023
  57. AAAI 2023 CORE A* / CCF A
    Two Heads Are Better than One: Image-Point Cloud Network for Depth-Based 3D Hand Pose Estimation
    Pengfei Ren, Yuchen Chen, Jiachang Hao, Haifeng Sun, Qi Qi, Jingyu Wang, and Jianxin Liao
    In Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023 , Washington, DC, USA, February 7-14, 2023, 2023
  58. Semi-transductive Learning for Generalized Zero-Shot Sketch-Based Image Retrieval
    Ce Ge, Jingyu Wang, Qi Qi, Haifeng Sun, Tong Xu, and Jianxin Liao
    In Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, 2023
  59. DA-Parser: A Pre-trained Domain-aware Parsing Framework for Heterogeneous Log Analysis
    Shimin Tao, Yilun Liu, Weibin Meng, Jingyu Wang, Yanqing Zhao, Chang Su, Weinan Tian, Min Zhang, Hao Yang, and Xun Chen
    In 47th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2023, Torino, Italy, June 26-30, 2023, 2023
  60. HIRN: A Hierarchical Intent Refinement Approach for Dependable Network Slicing with Multi-path Resource Allocation
    Zhixian Chu, Lingqi Guo, Jingyu Wang, Qi Qi, Zirui Zhuang, Haifeng Sun, and Cheng Zhou
    In 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2023 - Supplemental Volume, Porto, Portugal, June 27-30, 2023, 2023
  61. Region-Aware Dynamic Filtering Network for 3D Hand Reconstruction
    Yuchen Chen, Pengfei Ren, Jingyu Wang, Haifeng Sun, Qi Qi, Jing Wang, and Jianxin Liao
    In ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems (PAIS 2023), vol. 372, 2023
  62. Reasoning Guided by a Manual: Context-Aware Image Captioning with Novel Objects
    Peiyao Hua, Haifeng Sun, Jiachang Hao, Cong Liu, Jingyu Wang, Qi Qi, and Jianxin Liao
    In ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems (PAIS 2023), vol. 372, 2023
  63. How Does Diffusion Influence Pretrained Language Models on Out-of-Distribution Data?
    Huazheng Wang, Daixuan Cheng, Haifeng Sun, Jingyu Wang, Qi Qi, Jianxin Liao, Jing Wang, and Cong Liu
    In ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems (PAIS 2023), vol. 372, 2023
  64. Turn on the Right Track: Weakly Supervised Video Moment Retrieval with Self-Improving Query Reconstruction
    Yiming Zhong, Haifeng Sun, Jiachang Hao, Jing Wang, Cheng Zhou, Qi Qi, Jingyu Wang, and Jianxin Liao
    In ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems (PAIS 2023), vol. 372, 2023
  65. Sample-Adapt Fusion Network for RGB-D Hand Detection in the Wild
    Xingyu Liu, Pengfei Ren, Yuchen Chen, Cong Liu, Jing Wang, Haifeng Sun, Qi Qi, and Jing-Yu Wang
    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023, 2023
  66. Learning Sparse Alignments via Optimal Transport for Cross-Domain Fake News Detection
    Wei Tang, Zuyao Ma, Haifeng Sun, and Jingyu Wang
    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023, 2023
  67. Robust Video Anomaly Detection Framework via Prior Knowledge and Multi-Path Frame Prediction
    Menghao Zhang, Jingyu Wang, Jing Wang, Qi Qi, Zirui Zhuang, Haifeng Sun, and Ning Xiao
    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023, 2023
  68. Decoupled Iterative Refinement Framework for Interacting Hands Reconstruction from a Single RGB Image
    Pengfei Ren, Chao Wen, Xiaozheng Zheng, Zhou Xue, Haifeng Sun, Qi Qi, Jingyu Wang, and Jianxin Liao
    In IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, 2023
  69. HaMuCo: Hand Pose Estimation via Multiview Collaborative Self-Supervised Learning
    Xiaozheng Zheng, Chao Wen, Zhou Xue, Pengfei Ren, and Jingyu Wang
    In IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, 2023
  70. CONFPILOT: A Pilot for Faster Configuration by Learning from Device Manuals
    Jinyu Zhao, Haifeng Sun, Jingyu Wang, Qi Qi, Zirui Zhuang, Shimin Tao, and Jianxin Liao
    In 43rd IEEE International Conference on Distributed Computing Systems, ICDCS 2023, Hong Kong, July 18-21, 2023, 2023
  71. Solving Distributed ACL Policies Under Complex Constraints with Graph Neural Networks
    Xingjian Liao, Haifeng Sun, Jingyu Wang, Qi Qi, Zirui Zhuang, Jianxin Liao, and Guang Yang
    In 31st IEEE International Conference on Network Protocols, ICNP 2023, Reykjavik, Iceland, October 10-13, 2023, 2023
  72. Not Only Pairwise Relationships: Fine-Grained Relational Modeling for Multivariate Time Series Forecasting
    Jinming Wu, Qi Qi, Jingyu Wang, Haifeng Sun, Zhikang Wu, Zirui Zhuang, and Jianxin Liao
    In Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China, 2023
  73. Fine-Grained Flow Control Agent on Path MTU for IoT Software
    Hongchuan He, Dezhi Chen, Zirui Zhuang, Qi Qi, Lejian Zhang, Tong Xu, and Jingyu Wang
    In Proceedings of the 14th Asia-Pacific Symposium on Internetware, Internetware 2023, Hangzhou, China, August 4-6, 2023, 2023
  74. LogDAPT: Log Data Anomaly Detection with Domain-Adaptive Pretraining (industry track)
    Haoyu Zheng, Guojun Chu, Haifeng Sun, Jingyu Wang, Shimin Tao, and Hao Yang
    In Proceedings of the 24th International Middleware Conference Industrial Track, Middleware Industrial Track 2023, Bologna, Italy, December 11-15, 2023, 2023
  75. Drift doesn’t Matter: Dynamic Decomposition with Diffusion Reconstruction for Unstable Multivariate Time Series Anomaly Detection
    Chengsen Wang, Zirui Zhuang, Qi Qi, Jingyu Wang, Xingyu Wang, Haifeng Sun, and Jianxin Liao
    In Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023, 2023
  76. Poster: PipeLLM: Pipeline LLM Inference on Heterogeneous Devices with Sequence Slicing
    Ruilong Ma, Jingyu Wang, Qi Qi, Xiang Yang, Haifeng Sun, Zirui Zhuang, and Jianxin Liao
    In Proceedings of the ACM SIGCOMM 2023 Conference, ACM SIGCOMM 2023, New York, NY, USA, 10-14 September 2023, 2023
  77. Multi-order Matched Neighborhood Consistent Graph Alignment in a Union Vector Space
    Wei Tang, Haifeng Sun, Jingyu Wang, Qi Qi, Jing Wang, Hao Yang, and Shimin Tao
    In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023, 2023
  78. Brief Announcement: Accelerate CNN Inference with Zoning Graph at Dynamic Granularity
    Ruilong Ma, Xiang Yang, Qi Qi, Jingyu Wang, Zirui Zhuang, Jing Wang, and Xin Wang
    In Proceedings of the 35th ACM Symposium on Parallelism in Algorithms and Architectures, SPAA 2023, Orlando, FL, USA, June 17-19, 2023, 2023
  79. TADL: Fault Localization with Transformer-based Anomaly Detection for Dynamic Microservice Systems
    Yuewei Li, Yan Lu, Jingyu Wang, Qi Qi, Jing Wang, Yingying Wang, and Jianxin Liao
    In IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2023, Taipa, Macao, March 21-24, 2023, 2023
  80. Weakly Supervised Entity Alignment with Positional Inspiration
    Wei Tang, Fenglong Su, Haifeng Sun, Qi Qi, Jingyu Wang, Shimin Tao, and Hao Yang
    In Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023, 2023
  81. SA-Fusion: Multimodal Fusion Approach for Web-based Human-Computer Interaction in the Wild
    Xingyu Liu, Pengfei Ren, Yuchen Chen, Cong Liu, Jing Wang, Haifeng Sun, Qi Qi, and Jingyu Wang
    In Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023, 2023
  82. Probability Correlation Learning for Anomaly Detection based on Distribution-Constrained Autoencoder
    Jihua Wu, Lei Zhang, Cong Liu, Qi Qi, Jingyu Wang, Tong Xu, and Jianxin Liao
    In 23rd Asia-Pacific Network Operations and Management Symposium, APNOMS 2022, Takamatsu, Japan, September 28-30, 2022, 2022
  83. Modeling Aspect Correlation for Aspect-based Sentiment Analysis via Recurrent Inverse Learning Guidance
    Longfeng Li, Haifeng Sun, Qi Qi, Jingyu Wang, Jing Wang, and Jianxin Liao
    In Proceedings of the 29th International Conference on Computational Linguistics, COLING 2022, Gyeongju, Republic of Korea, October 12-17, 2022, 2022
  84. Mining Multi-View Information: A Strong Self-Supervised Framework for Depth-based 3D Hand Pose and Mesh Estimation
    Pengfei Ren, Haifeng Sun, Jiachang Hao, Jingyu Wang, Qi Qi, and Jianxin Liao
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022 , New Orleans, LA, USA, June 18-24, 2022, 2022
  85. Can Shuffling Video Benefit Temporal Bias Problem: A Novel Training Framework for Temporal Grounding
    Jiachang Hao, Haifeng Sun, Pengfei Ren, Jingyu Wang, Qi Qi, and Jianxin Liao
    In Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part XXXVI, vol. 13696, 2022
  86. DeepPath: Multi-path Traffic Scheduling Algorithm for 5G High Dynamic Network
    Long Zhang, Bo He, Jingyu Wang, Qi Qi, Haifeng Sun, Cong Liu, and Jianxin Liao
    In 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application, HPCC/DSS/SmartCity/DependSys 2022, Hainan, China, December 18-20, 2022, 2022
  87. Parallel Network Slicing for Multi-SP Services
    Rongxin Han, Dezhi Chen, Song Guo, Xiaoyuan Fu, Jingyu Wang, Qi Qi, and Jianxin Liao
    In Proceedings of the 51st International Conference on Parallel Processing, ICPP 2022, Bordeaux, France, 29 August 2022 - 1 September 2022, 2022
  88. QUIC-Enabled Data Aggregation for Short Packet Communication in mMTC
    Haoran Zhao, Bo He, He Zhou, Jiangyin Zhou, Qi Qi, Jingyu Wang, Haifeng Sun, and Jianxin Liao
    In IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops, INFOCOM 2022 - Workshops, New York, NY, USA, May 2-5, 2022, 2022
  89. FedNKD: A Dependable Federated Learning Using Fine-tuned Random Noise and Knowledge Distillation
    Shaoxiong Zhu, Qi Qi, Zirui Zhuang, Jingyu Wang, Haifeng Sun, and Jianxin Liao
    In ICMR ’22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27 - 30, 2022, 2022
  90. Question-Driven Span Labeling Model for Aspect-Opinion Pair Extraction
    Lei Gao, Yulong Wang, Tongcun Liu, Jingyu Wang, Lei Zhang, and Jianxin Liao
    In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021
  91. Spatial Temporal Enhanced Contrastive and Pretext Learning for Skeleton-based Action Representation
    Yiwen Zhan, Yuchen Chen, Pengfei Ren, Haifeng Sun, Jingyu Wang, Qi Qi, and Jianxin Liao
    In Asian Conference on Machine Learning, ACML 2021, 17-19 November 2021, Virtual Event, vol. 157, 2021
  92. Parallel Decoders Guided Lexically Constrained Response Generation
    Daixuan Cheng, Haifeng Sun, Qi Qi, Jingyu Wang, and Yan Qi
    In 2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021, 2021
  93. Joint-Aware Regression: Rethinking Regression-Based Method for 3D Hand Pose Estimation
    Xiaozheng Zheng, Pengfei Ren, Haifeng Sun, Jingyu Wang, Qi Qi, and Jianxin Liao
    In 32nd British Machine Vision Conference 2021, BMVC 2021, Online, November 22-25, 2021, 2021
  94. Towards Efficient Inference: Adaptively Cooperate in Heterogeneous IoT Edge Cluster
    Xiang Yang, Qi Qi, Jingyu Wang, Song Guo, and Jianxin Liao
    In 41st IEEE International Conference on Distributed Computing Systems, ICDCS 2021, Washington DC, USA, July 7-10, 2021, 2021
  95. Prefix-Graph: A Versatile Log Parsing Approach Merging Prefix Tree with Probabilistic Graph
    Guojun Chu, Jingyu Wang, Qi Qi, Haifeng Sun, Shimin Tao, and Jianxin Liao
    In 37th IEEE International Conference on Data Engineering, ICDE 2021, Chania, Greece, April 19-22, 2021, 2021
  96. Keyword Extraction Algorithm Based on Pre-training and Multi-task Training
    Lingqi Guo, Haifeng Sun, Qi Qi, and Jingyu Wang
    In Proceedings of Sixth International Congress on Information and Communication Technology - ICICT 2021, London, UK, Volume 1, vol. 235, 2021
  97. Accelerating DNN Inference by Edge-Cloud Collaboration
    Jianan Chen, Qi Qi, Jingyu Wang, Haifeng Sun, and Jianxin Liao
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