联系邮箱：liq@pcl.ac.cn/andyliqing@gmail.com
个人简介：
鹏城实验室战略部前沿所研究员、IEEE高级会员
鹏城实验室/南方科技大学联培博士生导师（独立招生）
鹏城实验室/清华大学联培博士项目企业导师
清华大学深圳国际研究生院工程硕士校外指导老师
2013年获得清华大学计算机科学与技术工学博士学位，主要探索下一代互联网体系结构、协议与算法，Network for AI/AI for Network等相关领域，具体包括：基于可编程数据面的网内智能计算，端网协同的智能网络传输控制机制，端边云协同的视频传输与视频分析，大模型驱动的网络异常检测及模型可解释性探索、面向分布式异构算力的大模型训练与推理加速技术等。
先后主持国家自然基金青年及面上项目、国家重点研发计划子课题、深圳市基础研究项目、深圳市重点实验室项目、国家实验室重大攻关项目课题等。目前，已累计发表学术论文200余篇，其中包括CCF A/Tsinghua A类论文90余篇，分别发表在IEEE JSAC、IEEE/ACM ToN、IEEE TC、IEEE TDSC、IEEE TIFS、IEEE TMC、IEEE TPDS、IEEE TMM、USENIX Security、Usenix NSDI、Usenix ATC、ACM SIGMOD、ACM SIGKDD、NeurIPS、UbiComp、ACM CoNext、ACM MM、ACM WWW、IEEE INFOCOM、IEEE ICNP等。
先后受邀担任多个高水平会议IEEE/ACM IWQoS（CCF B）、IEEE ICPP（CCF B）、IEEE IPCCC（CCF C）、IFIP Networking（CCF C）、IEEE HPCC（CCF C）的TPC成员；担任IEEE Internet of Things Journal、IEEE Networks的客座编委；担任IEEE VTC Workshop、IEEE ICC Workshop联合主席等。
招生招聘：
我们一直在寻找有上进心、有创造力和勤奋的研究生、本科生、博士后、助理研究员、副研究员、研究员等！
欢迎加入我们，与我们一起探索“智能+网络”。
团队长期招收科研实习生，优秀本科生可推荐保送清华攻读硕士、博士学位，优秀硕士生可推荐攻读清华-鹏城联培博士、南科大-鹏城联培博士。
如果您感兴趣，请给我们发电子邮件，并附上简历。
电子邮件：liq@pcl.ac.cn/andyliqing@gmail.com
工作经历：
2021.08-至今 鹏城实验室 研究员
2020.05-2022.05 清华大学深圳国际研究生院 校外指导老师(兼)
2018.07-2021.07 南方科技大学 研究副教授/鹏城实验室 副研究员（双聘）
2018.11-2020.11 清华大学深圳研究生院 副研究员（兼）
2017.07-2018.07 华为2012研究院（香港） 高级研究员
2013.07-2017.07 清华大学深圳研究生院 师资博士后/助理研究员
荣誉与获奖：
ACL 2024，outstanding paper award
清华大学优秀校外指导老师，2023
IEEE IWQoS 2018, Best Paper Award
IEEE LAN 2016, Best Paper Candidate
全球智能网络传输竞赛 2019，最佳指导教师
深圳市南山区十大优秀青工，2019
深圳市高层次人才，2018
清华大学计算机系 优秀博士毕业生，2013
代表著作(*通讯作者)：
部分期刊论文
1. Feixue Han, Qing Li*, Rui Huang, Huiling Jiang, and Yong Jiang. “In-band Network Telemetry-based Congestion Control for Cross-Datacenter Networks.” IEEE/ACM Transactions on Networking (ToN), 2025. (CCF A, download the paper)
2. Junkun Peng, Qing Li*, Yuanzheng Tan, Dan Zhao, Jinhua Chen, and Yong Jiang. “A Multimodal Multi-Drone Cooperation System for Real-Time Human Searching.” IEEE Transactions on Mobile Computing (TMC), 2025. (CCF A, download the paper)
3. Qing Li, Xingchi Chen*, Jiawei Guo, Fa Zhu, Achyut Shankar, Fayez Alqahtani, Kamalakanta Muduli, Bo Yi and Yong Jiang. “MPDA: a Massively Parallel Learning and Dependency-Aware Scheduling Algorithm for Data Processing Clusters.” IEEE Transactions on Services Computing (TSC), 2025. (CCF A, download the paper)
4. Feixue Han, Yike Wang, Yunbo Zhang, Qing Li*, Dayi Zhao and Yong Jiang. “Anole: A Pragmatic Blend of Classic and Learning-Based Algorithms in Congestion Control.” IEEE Transactions on Computers (TC), 2025. (CCF A, download the paper)
5. Hanling Wang, Tianli Zhou, Qing Li*, Yong Jiang, and Gabriel-Miro Muntean. “JumpDASH: LLM-based Content Perception for Intelligent Jumping DASH in Mobile Adaptive Video Streaming.” IEEE/ACM Transactions on Networking (ToN), 2025. (CCF A, download the paper)
6. Kaifang Long, Guoyang Xie, Lianbo Ma, Qing Li, Min Huang, Jianhui Lv, and Zhichao Lu. “Enhancing Multimodal Learning via Hierarchical Fusion Architecture Search with Inconsistency Mitigation.” IEEE Transactions on Image Processing (TIP), 2025. (CCF A, download the paper)
7. Lianbo Ma, Ying Qian, Guo Yu, Zhetao Li, Liang Wang, Qing Li, Xingwei Wang, and Guangjie Han. “TBCIM: Two-Level Blockchain-Aided Edge Resource Allocation Mechanism for Federated Learning Service Market.” IEEE/ACM Transactions on Networking (ToN), 2025. (CCF A, download the paper)
8.Qing Li, Jiaye Lin, Guorui Xie, Zhongxu Guan, Zeyu Luan, Zhuyun Qi, Yong Jiang, Zhenhui Yuan. “Distributed Multi-Task In-Network Classification on Programmable Switches by Ensemble Models.” IEEE/ACM Transactions on Networking (ToN), 2025. (CCF A, download the paper)
9.Qing Li, Lie Lu, Dan Zhao, Zeyu Luan, Yuan Yang, Yong Jiang, Jingpu Duan, Ruobin Zheng, Shaoteng Liu, and Dingding Chen. “Stateless and Proactive Routing for Dynamic Multicast with Deep Reinforcement Learning.” IEEE/ACM Transactions on Networking (ToN), 2025. (CCF A, download the paper)
10. Xing Wang, Bo Yi, Qing Li, Jianhui Lv, and Shahid Mumtaz. “SRv6 and Zero-Trust Enabled Segment Policy with Graph Convolutional Neural Networks for Slicing Network Optimization.” IEEE Journal on Selected Areas in Communications (JSAC), 2025. (CCF A, )
11. Lianbo Ma, Yuee Zhou, Ye Ma, Guo Yu, Qing Li, Qiang He, and Yan Pei. “Defying Multi-model Forgetting in One-shot Neural Architecture Search Using Orthogonal Gradient Learning.” IEEE Transactions on Computers (TC), 2025. (CCF A, download the paper)
12. Yi Liu, Nan Geng, Mingwei Xu, Yuan Yang, Enhuan Dong, Chenyi Liu, Qiaoyin Gan, Qing Li, and Jianping Wu. “Adaptive and Low-Cost Traffic Engineering: A Traffic Matrix Clustering Perspective.” IEEE Journal on Selected Areas in Communications (JSAC), 2025. (CCF A, download the paper)
13. Tianyu Li, Hanling Wang, Qing Li*, Yong Jiang, and Zhenhui Yuan. “CL-Shield: A Continuous Learning System for Protecting User Privacy.” IEEE Transactions on Mobile Computing (TMC), 2024. (CCF A, download the paper)
14. Xi Xiao, Shuo Wang, Guangwu Hu, Qing Li*, Kelong Mao, Xiapu Luo, Bin Zhang, and Shutao Xia. “RBLJAN: Robust Byte-Label Joint Attention Network for Network Traffic Classification.” IEEE TDSC, 2024. (CCF A, download the paper)
15. Hanling Wang, Tianyu Li, Mei Zhang, Qing Li*, Huan Cui, Yong Jiang, and Zhenhui Yuan. “Joint Configuration Optimization and GPU Allocation for Multi-Tenant Real-Time Video Analytics on Resource-Constrained Edge.” IEEE Transactions on Mobile Computing (TMC), 2024. (CCF A, download the paper)
16. Hanling Wang, Qing Li*, Haidong Kang, Dieli Hu, Lianbo Ma*, Gareth Tyson, Zhenhui Yuan, and Yong Jiang. “ParaLoupe: Real-time Video Analytics on Edge Cluster via Mini Model Parallelization.” IEEE Transactions on Mobile Computing (TMC), 2024. (CCF A, download the paper)
17. Wanxin Shi, Qing Li*, Qiang Yu, Fulin Wang, Gengbiao Shen, Yong Jiang, Yang Xu, Lianbo Ma, and Gabriel-Miro Muntean*. "A Survey on Intelligent Solutions for Increased Video Delivery Quality in Cloud-Edge-End Networks." IEEE Communications Surveys and Tutorials, 2024. (IF: 34.4, download the paper)
18. Ruoyu Li, Qing Li*, Qingsong Zou, Dan Zhao, Xiangyi Zeng, Yucheng Huang, Yong Jiang, Feng Lyu, Gaston Ormazabal, and Aman Singh. "IoTGemini: Modeling IoT Network Behaviors for Synthetic Traffic Generation." IEEE Transactions on Mobile Computing (TMC), 2024. (CCF A, download the paper)
19. Ruoyu Li, Qing Li*, Yucheng Huang, Qingsong Zou, Dan Zhao, Zhengxin Zhang, Yong Jiang, Fa Zhu, and Athanasios V. Vasilakos. "SeIoT: Detecting Anomalous Semantics in Smart Homes via Knowledge Graph." IEEE Transactions on Information Forensics and Security (TIFS), 2024. (CCF A, download the paper)
20. Guorui Xie, Qing Li*, Chupeng Cui, Ruoyu Li, Lianbo Ma, Zhuyun Qi, and Yong Jiang*. "Intelligent In-Network Attack Detection on Programmable Switches with Soterv2." IEEE Transactions on Dependable and Secure Computing (TDSC), 2024. (CCF A, download the paper )
21. Guanglin Duan, Qing Li*, Zhengxin Zhang, Dan Zhao, Guorui Xie, Yuan Yang, Zhenhui Yuan, Yong Jiang*, and Mingwei Xu. "DNSGuard: In-network Defense against DNS Attacks." IEEE Transactions on Dependable and Secure Computing (TDSC), 2024. (CCF A, download the paper )
22. Ruoyu Li, Qing Li*, Tao Lin, Qingsong Zou, Dan Zhao, Yucheng Huang, Gareth Tyson, Guorui Xie, and Yong Jiang. "DeviceRadar: Online IoT Device Fingerprinting in ISPs using Programmable Switches." IEEE/ACM Transactions on Networking (ToN) 2024. (CCF A, download the paper )
23. Lianbo Ma, Haidong Kang, Guo Yu, Qing Li, and Qiang He. "Single-Domain Generalized Predictor for Neural Architecture Search System." IEEE/ACM Transactions on Computers (TC), 2024. (CCF A, download the paper )
24. Chenyi Liu, Vaneet Aggarwal, Tian Lan, Nan Geng, Yuan Yang, Mingwei Xu, and Qing Li. "FERN: Leveraging Graph Attention Networks for Failure Evaluation and Robust Network Design." IEEE/ACM Transactions on Networking (ToN), 2023. (CCF A, download the paper)
25. Jingyu Xiao, Xudong Zuo, Qing Li*, Dan Zhao, Hanyu Zhao, Yong Jiang, Jiyong Sun, Bin Chen, Yong Liang, and Jie Li. "FlexNF: Flexible Network Function Orchestration for Scalable On-Path Service Chain Serving." IEEE/ACM Transactions on Networking, 2023. (CCF A, download the paper)
26. Guorui Xie, Qing Li*, Guanglin Duan, Jiaye Lin, Yutao Dong, Yong Jiang, Dan Zhao, and Yuan Yang. "Empowering In-Network Classification in Programmable Switches by Binary Decision Tree and Knowledge Distillation." IEEE/ACM TRANSACTIONS ON NETWORKING (ToN), 2023. (CCF A, download the paper)
27. Guorui Xie, Qing Li*, Zhenning Shi, Hanbin Fang, Shengpeng Ji, Yong Jiang, Zhenhui Yuan, Lianbo Ma, and Mingwei Xu. "Generating Neural Networks for Diverse Networking Classification Tasks via Hardware-Aware Neural Architecture Search." IEEE Transactions on Computers (TC), 2023. (CCF A, download the paper)
28. Hanling Wang, Qing Li*, Heyang Sun, Zuozhou Chen, Yingqian Hao, Junkun Peng, Zhenhui Yuan, Junsheng Fu, and Yong Jiang. "VaBUS: Edge-Cloud Real-time Video Analytics via Background Understanding and Subtraction." IEEE Journal on Selected Areas in Communications (JSAC), vol. 41, no. 1, pp. 90-106, Jan. 2023. (CCF A, download the paper)
29. Junkun Peng, Qing Li, Xun Tang, Dan Zhao*, Chuang Hu, and Yong Jiang*. “A Cooperative Caching System in Heterogeneous Edge Networks.” IEEE Transactions on Mobile Computing (TMC), 2023. (CCF A, download the paper)
30.Qing Li, Ying Chen, Aoyang Zhang, Yong Jiang, Longhao Zou, Zhimin Xu, and Gabriel-Miro Muntean. "A Super-Resolution Flexible Video Coding Solution for Improving Live Streaming Quality." IEEE Transactions on Multimedia (TMM), vol. 25, pp. 6341-6355, 2023. (Tsinghua A, download the paper)
31. Jianer Zhou, Xinyi Qiu, Zhenyu Li*, Qing Li*, Gareth Tyson, Jingpu Duan, Yi Wang, Heng Pan, and Qinghua Wu. “A Machine Learning-Based Framework for Dynamic Selection of Congestion Control Algorithms.” IEEE/ACM Transactions on Networking (ToN), 2023. (CCF A, download the paper)
32. Chuang Hu, Rui Lu, Qianlong Sang, Huanghuang Liang, Dan Wang, Dazhao Cheng*, Jin Zhang, Qing Li*, and Junkun Peng. "An Edge-side Real-time Video Analytics System with Dual Computing Resource Control." IEEE Transactions on Computers (TC), 2023. (CCF A, download the paper)
33. Zongyi Zhao, Xingang Shi, Zhiliang Wang, Qing Li, Han Zhang, and Xia Yin. "Effcient and Accurate Flow Record Collection with HashFlow." IEEE Transactions on Parallel and Distributed Systems (TPDS) 33, no. 5 (May 1 2022): 1069-1083. (CCF A, download the paper)
34. Wanxin Shi, Chao Wang, Yong Jiang, Qing Li*, Gengbiao Shen and G. -M. Muntean. "CoLEAP: Cooperative Learning-Based Edge Scheme With Caching and Prefetching for DASH Video Delivery." IEEE Transactions on Multimedia, vol. 23, pp. 3631-3645, 2021. (Tsinghua A, download the paper)
部分会议论文
35. Feifei Li, Xiao Chen, Xiaoyu Sun, Xi Xiao*, Shaohua Wang, Yong Ding*, Sheng Wen, Qing Li. "Context-Free Grammar Inference for Complex Programming Languages in Black Box Settings." In ICSE 2026. (CCF A)
36. Guorui Xie, Qing Li*, Zhenning Shi, Gianni Antichi, Yijia Zhu, Kejun Li, Changxing Weng, Sebastiano Miano, Yong Jiang, Mingwei Xu. "Defending against Traffic Analysis Attacks with Flexible In-Network Obfuscation." In USENIX NSDI 2026. (CCF A)
37. Lei Guo, Zeyu Luan, Qing Li*, Zhuochen Fan, Bo Tang. "HeatCache: A Heat-Predictive TCAM Rule Caching Framework with Dependency-Aware Optimization " In IEEE INFOCOM. (CCF A)
38. Guanghao Meng, Jinpeng Wang, Jieming Zhu, Letian Zhang, Yong Jiang*, Dan Zhao* and Qing Li. "Suit the Remedy to the Retriever: Interpretable Query Optimization with Retriever Preference Alignment for Vision-Language Retrieval." In AAAI 2026 (Oral). (CCF A)
39. Zhiyao Xu, Dan Zhao*, Qingsong Zou, Qing Li, Yong Jiang*, Yuhang Wang and Jingyu Xiao. "SmartGen: Synthesizing Context-Aware User Behavior Data for Adaptive Smart Home Intelligence." In SIGKDD 2026. (CCF A)
40. Mengbo Wang, Zhuochen Fan*, Dayu Wang, Guorui Xie, Qing Li*, Zeyu Luan, Yong Jiang, Tong Yang and Mingwei Xu. "RatioSketch: Towards More Accurate Frequency Estimation in Data Streams via a Lightweight Neural Network." In AAAI 2026. (CCF A)
41. Lei Wang, Qingsong Zou, Qing Li, Jianping Zhang, and Yong Jiang*. "ARTEMIS: Adaptive Reweighing for Transferable Evasion via Meta-learning in Zero-Query Network Intrusion Detection Systems." In In IEEE ICNP 2025. (Tsinghua A, download the paper)
42. Hanling Wang, Qing Li*, Li Chen, Haidong Kang, Fei Ma, and Yong Jiang. "HoloTrace: LLM-based Bidirectional Causal Knowledge Graph for Edge-Cloud Video Anomaly Detectione." In ACM MM 2025. (CCF A, download the paper)
43. Qingsong Zou, Jingyu Xiao, Qing Li*, Zhi Yan, Yuhang Wang, Li Xu, Wenxuan Wang, Kuofeng Gao, Ruoyu Li and Yong Jiang. "QueryAttack: Jailbreaking Aligned Large Language Models Using Structured Non-natural Query Language." In ACL 2025. (CCF A, download the paper)
44. Zihao Wang, Qing Li*, Guorui Xie, Dan Zhao, Kejun Li, Zhuochen Fan, Lianbo Ma, and Yong Jiang*. "Minos: A Lightweight and Dynamic Defense against Traffic Analysis in Programmable Data Planes." In Usenix ATC 2025. (CCF A, download the paper)
45. Guanglin Duan, Yucheng Huang, Zhengxin Zhang, Qing Li*, Dan Zhao, Zili Meng, Dirk Kutscher, Ruoyu Li, Yong Jiang, and Mingwei Xu. "Learning-Enhanced High-Throughput Pattern Matching Based on Programmable Data Plane." In Usenix ATC 2025. (CCF A, download the paper)
46. Zhenning Shi, Dan Zhao*, Yijia Zhu, Guorui Xie, Qing Li, and Yong Jiang*. "Helios: Learning and Adaptation of Matching Rules for Continual In-Network Malicious Traffic Detection." In ACM WWW 2025. (CCF A, download the paper)
47. Zutao Zhang, Zeyu Luan, Qing Li*, Zhuyun Qi, Kejun Li, Yong Jiang, Zhenhui Yuan. "SentinelX: A Lightweight Malicious Traffic Detection System Based on Programmable Switches". In IEEE INFOCOM 2025. (CCF A, download the paper)
48. Guanghao Meng, Sunan He, Jinpeng Wang, Letian Zhang, Tao Dai, Jieming Zhu, Qing Li, Rui Zhang and Yong Jiang. “EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models.” In AAAI, 2025. (CCF A, download the paper)
49. Haozhen Zhang, Haodong Yue, Xi Xiao, Le Yu, Qing Li, Zhen Ling, and Ye Zhand. "Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model." In AAAI 2025. (CCF A, download the paper)
50. Yu Zhang, Ruoyu Li, Nengwu Wu, Qing Li*, Xinhan Lin, Yong Jiang. “Dissect Black Box: Interpreting for Rule-Based Explanations in Unsupervised Anomaly Detection.” In NeurIPS 2024. (CCF A, download the paper)
51. Haolin Yan, Qing Li*, Guorui Xie, Gareth Tyson, and Yong Jiang. " LINC: Enabling Low-Resource In-network Classification and Incremental Model Update." in Proceedings of IEEE International Conference on Network Protocols (ICNP) 2024. (Tsinghua A, download the paper)
52. Chupeng Cui, Qing Li*, Guorui Xie, Ruoyu Li, Dan zhao, Zhenhui yuan, Yong Jiang. “Proteus: A Difficulty-aware Deep Learning Framework for Real-time Malicious Traffic Detection.” in Proceedings of IEEE International Conference on Network Protocols (ICNP) 2024. (Tsinghua A, download the paper)
53. Jiaye Lin, Qing Li*, Guorui Xie, Zhongxu Guan, Yong Jiang, Ting Xu, Zhong Zhang, and Peilin Zhao. “Mitigating Sample Selection Bias with Robust Domain Adaption in Multimedia Recommendation.” in Proceedings of ACM MM, 2024. (CCF A, download the paper)
54. Zhengxin Zhang, Dan Zhao, Xupeng Miao, Gabriele Oliaro, Zhihao Zhang, Qing Li, Yong Jiang, Zhihao Jia. Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models. in Proceedings of ACL 2024. (CCF A, outstanding paper award, download the paper)
55. Jingyu Xiao, Zhiyao Xu, Qingsong Zou, Qing Li*, Dan Zhao, Dong Fang, Ruoyu Li, Wenxin Tang, Kang Li, Xudong Zuo, Penghui Hu, Yong Jiang, Zixuan Weng, Michael Lyu. Make Your Home Safe: Time-aware Unsupervised User Behavior Anomaly Detection in Smart Homes via Loss-guided Mask. in Proceedings of ACM SIGKDD 2024. (CCF A, download the paper)
56. Ziwen Ye, Qing Li*, Chunyu Qiao, Xiaoteng Ma, Yong Jiang, Qian Ma, Shengbin Meng, Zhenhui Yuan, and Zili Meng. "KEPC-Push: A Knowledge-Enhanced Proactive Content Push Strategy for Edge-Assisted Video Feed Streaming." in Proceedings of Usenix ATC 2024. (CCF A, download the paper)
57. Feixue Han, Qing Li*, Peng Zhang, Gareth Tyson, Yong Jiang, Mingwei Xu, Yulong Lan, and Zhicheng Li. "ETC: An Elastic Transmission Control Using End-to-End Available Bandwidth Perception." in Proceedings of Usenix ATC 2024. (CCF A, download the paper)
58. Ziqi Wei, Zhiqiang Wang, Qing Li*, Yuan Yang, Cheng Luo, Fuyu Wang, Yong Jiang, Sijie Yang, and Zhenhui Yuan. "QDSR: Accelerating Layer-7 Load Balancing by Direct Server Return with QUIC." in Proceedings of Usenix ATC 2024. (CCF A, download the paper)
59. Yuanzheng Tan, Qing Li*, Junkun Peng, Zhenhui Yuan, and Yong Jiang. "Air-CAD: Edge-Assisted Multi-Drone Network for Real-time Crowd Anomaly Detection." in Proceedings of the Web Conference (WWW) 2024. (CCF A, Oral, download the paper)
60. Zhenge Xu, Qing Li*, Wanxin Shi, Yong Jiang, Zhenhui Yuan, Peng Zhang, and Gabriel Muntean. "NCTM: A Novel Coded Transmission Mechanism for Short Video Deliveries." in Proceedings of the Web Conference (WWW) 2024. (CCF A, download the paper)
61. Ruoyu Li, Qing Li*, Yu Zhang, Dan Zhao, Xi Xiao, and Yong Jiang*. "Genos: General In-Network Unsupervised Intrusion Detection by Rule Extraction." in Proceedings of IEEE INFOCOM, 2024. (CCF A, download the paper)
62. Xiaoteng Ma, Qing Li*, Junkun Peng, Gareth Tyson, Ziwen Ye, Shisong Tang, Qian Ma, Shengbin Meng, and Gabriel-Miro Muntean. “Smart Data-Driven Proactive Push to Edge Network for User-Generated Videos.” in Proceedings of IEEE INFOCOM, 2024. (CCF A, download the paper)
63. Lianbo Ma, Yuee Zhou, Jianlun Ma, Guo Yu, and Qing Li. "One-Step Forward and Backtrack: Overcoming Zig-Zagging in Loss-Aware Quantization Training." in Proceedings of AAAI, 2024. (CCF A, download the paper )
64. Ruoyu Li, Qing Li*, Yu Zhang, Dan Zhao, Yong Jiang. "Interpreting Unsupervised Anomaly Detection in Security via Rule Extraction." in Proceedings of NeurIPS 2023. (CCF A, download the paper)
65. Zhengxin Zhang, Yucheng Huang, Guanglin Duan, Qing Li*, Dan Zhao, Yong Jiang, Lianbo Ma, Xi Xiao, and Hengyang Xu. "Metis: Understanding and Enhancing IN-Network Regular Expressions." in Proceedings of NeurIPS 2023. (CCF A, download the paper)
66. Yutao Dong, Qing Li*, Kaidong Wu, Ruoyu Li, Dan Zhao, Gareth Tyson, Junkun Peng, Yong Jiang, Shutao Xia, and Mingwei Xu. "HorusEye: A Realtime IoT Malicious Traffc Detection Framework using Programmable Switches." in Proceedings of USENIX Security 2023. (CCF A, download the paper)
67. Shisong Tang, Qing Li*, Dingmin Wang, Ci Gao, Wentao Xiao, Dan Zhao, Yong Jiang, Qian Ma, and Aoyang Zhang. "Counterfactual Video Recommendation for Duration Debiasing." in Proceedings of ACM SIGKDD 2023. (CCF A, download the paper)
68. Zhengxin Zhang, Qing Li*, Guanglin Duan, Dan Zhao, Jingyu Xiao, Guorui Xie, and Yong Jiang. "Pontus: Finding Waves in Data Streams." in Proc. ACM SIGMOD 2023. (CCF A, download the paper)
69. Lie Lu, Qing Li*, Dan Zhao, Yuan Yang, Zeyu Luan, Jianer Zhou, YongJiang, and Mingwei Xu. "Hawkeye: A Dynamic and Stateless Multicast Mechanism with Deep Reinforcement Learning." in Proc. IEEE INFOCOM 2023. (CCF A, download the paper)
70. Junkun Peng, Qing Li*, Yuanzheng Tan, Dan Zhao, Zhenhui Yuan, Jinhua Chen, Hanling Wang, and Yong Jiang. "SkyNet: Multi-Drone Cooperation for Real-Time Identification and Localization." In Proceedings of IEEE INFOCOM 2023. (CCF A, download the paper)
71. Qian Yu, Qing Li*, Rui He, Gareth Tyson, Wanxin Shi, Jianhui Lv, Zhenhui Yuan, Peng Zhang, Yulong Lan, and Zhicheng Li. "BiSR: Bidirectionally Optimized Super-Resolution for Mobile Video Streaming." in Proceedings of ACM WWW (WebConf) 2023. (CCF A, download the paper)
72. Haozhen Zhang, Le Yu, Xi Xiao*, Qing Li*, Francesco Mercaldo, Xiapu Luo, and Qixu Liu. "TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification." in Proceedings of ACM WWW (WebConf) 2023. (CCF A, download the paper)
73. Jingyu Xiao, Qingsong Zou, Qing Li*, Dan Zhao, Kang Li, Zixuan Weng, Ruoyu Li, and Yong Jiang. "I Know Your Intent: Graph-enhanced Intent-aware User Device Interaction Prediction via Contrastive Learning." in Proceedings of ACM Interact. Mob. Wearable Ubiquitous Technol. (Ubicomp/IMWUT) 7, 3, Article 136 (September 2023), 28 pages (CCF A, download the paper)
74. Qingsong Zou, Qing Li*, Ruoyu Li, Yucheng Huang, Gareth Tyson, Jingyu Xiao, and Yong Jiang. "IoTBeholder: A Privacy Snooping Attack on User Habitual Behaviors from Smart Home Wi-Fi Traffic." in Proceedings of ACM Interact. Mob. Wearable Ubiquitous Technol. (Ubicomp/IMWUT) 7, 1, Article 43 (March 2023), 26 pages. (CCF A, download the paper)
75. Fulin Wang, Qing Li*, Wanxin Shi, Gareth Tyson, Yong Jiang, Lianbo Ma, Peng Zhang, Yulong Lan, and Zhicheng Li. "Reparo: QoE-Aware Live Video Streaming in Low Rate Networks by Intelligent Frame Recovery." in Proceedings of ACM MM 2023. (CCF A, download the paper)
76. Jiaye Lin, Qing Li*, Guorui Xie, Yong Jiang, Zhenhui Yuan, Changlin Jiang, and Yuan Yang. "In-Forest: Distributed In-Network Classification with Ensemble Models." in Proceedings of ICNP 2023. (Tsinghua A, download the paper)
77. Zeyu Luan, Qing Li*, Zutao Zhang, Yong Jiang, Meng Chen, Yu Wang, Kejun Li. "AWEsome-Cache: dependency-free rule-caching for arbitrary wildcard patterns in TCAM." in Proceedings of ICNP 2023. (Tsinghua A, download the paper)
78. Guorui Xie, Qing Li*, Haolin Yan, Dan Zhao, Gianni Antichi, and Yong Jiang. "Efficient Attack Detection with Multi-Latency Neural Models on Heterogeneous Network Devices." in Proceedings of ICNP 2023. (Tsinghua A, download the paper)
79. Guorui Xie, Qing Li*, Jiaye Lin, Gianni Antichi, Dan Zhao, Zhenhui Yuan, Ruoyu Li, and Yong Jiang. "Dryad: Deploying Adaptive Trees on Programmable Switches for Networking Classification." in Proceedings of ICNP 2023. (Tsinghua A, download the paper)
80. Junkun Peng, Qing Li*, Xiaoteng Ma, Yong Jiang, Yutao Dong, Chuang Hu, Meng Chen. "MagNet: Cooperative Edge Caching by Automatic Content Congregating." In Proceedings of ACM WebConf (WWW) 2022. (CCF A, download the paper)
81. Shisong Tang, Qing Li*, Xiaoteng Ma, Ci Gao, Dingmin Wang, Yong Jiang, Qian Ma, Aoyang Zhang, and Hechang Chen. "Knowledge-based Temporal Fusion Network for Interpretable Online Video Popularity Prediction." In Proceedings of ACM WebConf (WWW) 2022. (CCF A, download the paper)
82. Wanxin Shi, Qing Li*, Chao Wang, Longhao Zou, Gengbiao Shen, Pei Zhang, and Yong Jiang. "Learning-based Fuzzy Bitrate Matching at the Edge for Adaptive Video Streaming." In Proceedings of ACM WebConf (WWW) 2022. (CCF A, download the paper)
83. Guorui Xie, Qing Li*, Yutao Dong, Guanglin Duan, Yong Jiang, and Jingpu Duan. "Mousika: Enable General In-Network Intelligence in Programmable Switches by Knowledge Distillation." In Proceedings of IEEE INFOCOM 2022. (CCF A, download the paper)
84. Xudong Zuo, Qing Li*, Jingyu Xiao, Dan Zhao, and Jiang Yong. "Drift-bottle: a lightweight and distributed approach to failure localization in general networks." In Proceedings of ACM CoNEXT 2022. (Tsinghua A, download the paper)
85. Yutao Dong, Qing Li*, R. O. Sinnott, Yong Jiang, and Shutao Xia. "ISP Self-Operated BGP Anomaly Detection Based on Weakly Supervised Learning." In Proceedings of the 29th IEEE International Conference on Network Protocols (ICNP), Dallas, TX, USA, 2021, pp. 1-11. (Tsinghua A, download the paper)
86. Jianer Zhou, Xinyi Qiu, Zhenyu Li, Gareth Tyson, Qing Li, Jingpu Duan, and Yi Wang. "Antelope: A Framework for Dynamic Selection of Congestion Control Algorithms," 2021 IEEE 29th International Conference on Network Protocols (ICNP), Dallas, TX, USA, 2021, pp. 1-11. (Tsinghua A, download the paper)
87. Wanxin Shi, Qing Li, Ruishan Zhang, Gengbiao Shen, Yong Jiang*, Zhenhui Yuan, and Gabriel-Miro Shen. "Ready to Respond: A QoE-aware MEC Selection Scheme for DASH-based Adaptive Video Streaming to Mobile Users." In Proceedings of ACM Multimedia 2021. (CCF A, download the paper)
88. Gengbiao Shen, Qing Li*, Shuo Ai, Yong Jiang, Mingwei Xu, and Xuya Jia. "How Powerful Switches Should be Deployed: A Precise Estimation Based on Queuing Theory." In Proceedings of IEEE INFOCOM, Paris, France, 2019. (CCF A, download the paper)
89. Nanyang Huang, Qing Li*, Dong Lin, Xiaowen Li, and Yong Jiang. "Software-Defined Label Switching: Scalable Per-flow Control in SDN." In Proceedings of IEEE/ACM IWQoS 2018. (CCF B, Best Paper Award, download the paper)
90.Qing Li, Mingwei Xu, and Meng Chen. "NSFIB construction & aggregation with next hop of strict partial order." In Proceedings of IEEE INFOCOM (Mini), Turin, Italy, 2013. (CCF A, download the paper)
91.Qing Li, Dan Wang, Mingwei Xu, and Jiahai Yang, "On the Scalability of Router Forwarding Tables: Nexthop-Selectable FIB Aggregation." In Proceedings of IEEE INFOCOM (Mini), Shanghai, P.R. China, April 2011. (CCF A, download the paper)
