Publications | thucsnet

1. Magazine Publications

Ziqiang Wang, Ke Xu, Guang Cheng, Xiaoliang Wang, Shenglin Jiang, Yi Cai. “A Negotiation-Based Scheme for Interconnecting Heterogeneous Networks With Enhanced Services”, IEEE Network, 37(5): 190-196, 2023.
Peizhuang Cong, Yuchao Zhang, Wendong Wang, Ke Xu, “SOHO-FL: A Fast Reconvergent Intra-domain Routing Scheme Using Federated Learning”, IEEE Network, 2023.
Huihong Wei, Yi Zhao, Ke Xu. “G-Routing: Graph Neural Networks-Based Flexible Online Routing”. IEEE Network, 37(4): 90-96, 2023.
Tianzhu Zhang, Han Qiu, Marco Mellia, Yuanjie Li, Hewu Li, Ke Xu. “Interpreting AI for Networking: Where We Are and Where We Are Going”, IEEE Communications Magazine, 2022, 60(2): 25-31.
Yi Zhao, Ke Xu, Jiahui Chen, Qi Tan. “Collaboration-Enabled Intelligent Internet Architecture: Opportunities and Challenges”. IEEE Network, 36(5): 98-105, 2022.
Ke Xu, Yong Zheng, Su Yao, Bo Wu, Xiao Xu. “NetSpirit: A Smart Collaborative Learning Framework for DDoS Attack Detection”, IEEE Network, 2021, 35(6): 140-147.
Tong Li, Kai Zheng, Ke Xu. “Acknowledgment on Demand for Transport Control”, IEEE Internet Computing, 2021.
Yi Zhao, Ke Xu, Haiyang Wang, Bo Li, Ruoxi Jia. “Stability-Based Analysis and Defense against Backdoor Attacks on Edge Computing Services”, IEEE Network, 2021, 35(1): 163-169.
Su Yao, Jianfeng Guan, Yinan Wu, Ke Xu, Mingwei Xu. “Toward Secure and Lightweight Access Authentication in SAGINs”, IEEE Wireless Communications, 2020, 27(6): 75-81.
Meng Shen, Yiting Liu, Liehuang Zhu, Ke Xu, Xiaojiang Du, Nadra Guizani. “Optimizing Feature Selection for Efficient Encrypted Traffic Classification: A Systematic Approach”, IEEE Network, 2020, 34(4): 20-27.
Xiaoliang Wang, Ke Xu, Wenlong Chen, Qi Li, Meng Shen, Bo Wu. “ID-Based SDN for the Internet of Things”, IEEE Network, 2020, 34(4): 76-83.
Yuchao Zhang, Pengmiao Li, Zhili Zhang, Bo Bai, Gong Zhang, Wendong Wang, Bo Liang, Ke Xu, “AutoSight: Distributed Edge Caching in Short Video Network”, IEEE Network, 2020, 34(3): 194-199.
Bo Wu, Ke Xu, Qi Li, Shoushou Ren, Zhuotao Liu, Zhichao Zhang, “Toward Blockchain-Powered Trusted Collaborative Services for Edge-Centric Networks”, IEEE Network, 2020, 34(2): 30-36.
Lei Xu, Ke Xu, Tong Li, Kai Zheng, Meng Shen, Xiaojiang Du, Xinle Du, “ABQ: Active Buffer Queueing in Datacenters”, IEEE Network, 2020, 34(2): 232-237.
Zhichao Zhang, Ke Xu, Qi Li, Xin Liu, Lin Li, Bo Wu, Yunzhe Guo, “SecCL: Securing Collaborative Learning Systems via Trusted Bulletin Boards“, IEEE Communications Magazine, 2020, 58(1): 47-53.
Ziwei Li, Ke Xu, Haiyang Wang, Yi Zhao, Xiaoliang Wang, Meng Shen, “Machine-Learning-Based Positioning: A Survey and Future Directions”, IEEE Network, 2019, 33(3): 96-101.
Su Yao, Jianfeng Guan, Zhiwei Yan, Ke Xu, “SI-STIN: A Smart Identifier Framework for Space and Terrestrial Integrated Network”, IEEE Network, 2019, 33(1): 8-14.
Yuchao Zhang, Ke Xu, Haiyang Wang, Qi Li, Tong Li, Xuan Cao, “Going Fast and Fair: Latency Optimization for Cloud-Based Service Chains”, IEEE Network, 2017, 32(2): 138-143.
Ke Xu, Xiaoliang Wang, Wei Wei, Houbing Song, Bo Mao, “Toward Software Defined Smart Home”, IEEE Communications Magazine, 2016, 54(5): 116-122.
Ke Xu, Yi Qu, Kun Yang, “A Tutorial on Internet of Things: From A Heterogeneous Network Integration Perspective”, IEEE Network, 2016, 30(2): 102-108.
Ke Xu, Wenlong Chen, Chuang Lin, Mingwei Xu, Dongchao Ma, Yi Qu, “Toward a practical reconfigurable router: a software component development approach”, IEEE Network, 2014, 28(5): 74-80.
Yong Cui, Qi Sun, Ke Xu, Wendong Wang, Ted Lemon, “Configuring IPv4 over IPv6 Networks”, IEEE Internet Computing, 2014, 18(3): 84-88.
Guangwu Hu, Ke Xu, Jianping Wu, et al. “A general framework of source address validation and traceback for IPv4/IPv6 transition scenarios”, IEEE Network, 2013, 27(6): 66-73.
Jiangchuan Liu, Haiyang Wang, Ke Xu, “Understanding Peer Distribution in the Global Internet”, IEEE Network, 2010, 24(4): 40-44.

2. Journal Publications

Hanlin Huang, Ke Xu, Tong Li, Zhuotao Liu, Xinle Du, Xiangyu Gao. “DiffECN: Differential ECN Marking for Datacenter Networks”, IEEE/ACM ToN, 2024.
Hanlin Huang, Xinle Du, Tong Li, Haiyang Wang, Ke Xu, Mowei Wang, Huichen Dai. “Re-Architecting Buffer Management in Lossless Ethernet”, IEEE/ACM ToN, 2024.
Sibo Yi, Yule Liu, Zhen Sun, Tianshuo Cong, Xinlei He, Jiaxing Song, Ke Xu, Qi Li. “Jailbreak Attacks and Defenses Against Large Language Models: A Survey”, arXiv, 2024.
Suiming Guo, Baoying Deng, Chao Chen, Jintao Ke, Jingyuan Wang, Saiqin Long, Ke Xu. “Seeking in Ride-on-demand Service: A Reinforcement Learning Model with Dynamic Price Prediction”, IEEE IoTJ, vol.11, no. 18, pp. 29890- 29910, 2024.
Xiaoliang Wang, Ke Xu, Yangfei Guo, Haiyang Wang, Songtao Fu, Qi Li, Bin Wu, Jianping Wu. “Toward Practical Inter-Domain Source Address Validation”, IEEE/ACM ToN, vol. 32, no. 4, pp. 3126-3141, 2024.
Chuanpu Fu, Qi Li, Ke Xu. “Flow Interaction Graph Analysis: Unknown Encrypted Malicious Traffic Detection”, IEEE/ACM ToN, vol. 32, no. 4, pp. 2972-2987, 2024.
Meng Shen, Jing Wang, Jie Zhang, Qinglin Zhao, Bohan Peng, Tong Wu, Liehuang Zhu, Ke Xu. “Secure Decentralized Aggregation to Prevent Membership Privacy Leakage in Edge-based Federated Learning”, IEEE TNSE, 2024.
Yuchao Zhang, Xiaotian Wang, Xiaofeng He, Ning Zhang, Zibin Zheng, Ke Xu. “Galaxy: A Scalable BFT and Privacy-Preserving Pub/Sub IoT Data Sharing Framework Based on Blockchain”, IEEE IoTJ, 2023.
Xiaokun Fan, Yali Chen, Min Liu, Sheng Sun, Zhuotao Liu, Ke Xu, Zhongcheng Li. “UAV-Enabled Federated Learning in Dynamic Environments: Efficiency and Security Trade-off”, IEEE TVT, 2023.
Guangmeng Zhou, Qi Li, Yang Liu, Yi Zhao, Qi Tan, Su Yao, Ke Xu. “FedPAGE: Pruning Adaptively Toward Global Efficiency of Heterogeneous Federated Learning”, IEEE/ACM ToN, vol. 32, no. 3, 2024.
Chengwu Liao, Chao Chen, Suiming Guo, Leye Wang, Fuqiang Gu, Jing Luo, Ke Xu. “Enriching Large-Scale Trips With Fine-Grained Travel Purposes: A Semi-Supervised Deep Graph Embedding Framework”, IEEE TITS, vol. 24, no. 11, pp. 13228-13239, 2023.
Songtao Fu, Qi Li, Min Zhu, Xiaoliang Wang, Su Yao, Guo Yangfei, Xinle Du, Ke Xu. “MASK: Practical Source and Path Verification Based on Multi-AS-Key”, IEEE/ACM ToN, vol. 31, no. 4, pp.1478-1493, 2023.
Peizhuang Cong, Yuchao Zhang, Lei Wang, Wendong Wang, Xiangyang Gong, Tong Yang, Dan Li, Ke Xu. “DIT and Beyond: Inter-domain Routing with Intra-domain Awareness for IIoT”, IEEE IoTJ, 2023.
Xiaoli Zhang, Wei Geng, Yiqiao Song, Hongbing Cheng, Ke Xu, Qi Li. “Privacy-Preserving and Lightweight Verification of Deep Packet Inspection in Clouds”, IEEE/ACM ToN, 2023.
Yi Zhao, Meina Qiao, Haiyang Wang, Rui Zhang, Dan Wang, Ke Xu. “Friendship Inference in Mobile Social Networks: Exploiting Multi-Source Information With Two-Stage Deep Learning Framework”, IEEE/ACM ToN, vol. 31, no. 2, pp. 542-557, 2023.
Xinle Du, Ke Xu, Lei Xu, Kai Zheng, Meng Shen, Bo Wu, Tong Li. “R-AQM: Reverse ACK Active Queue Management in Multitenant Data Centers”, IEEE/ACM ToN, vol. 31, no. 2, pp. 526-541, 2023.
Chuanpu Fu, Qi Li, Meng Shen, Ke Xu. “Frequency Domain Feature Based Robust Malicious Traffic Detection”, IEEE/ACM ToN, vol. 31, no. 1, pp. 452-467, 2023.
Suiming Guo, Qianrong Shen, Zhiquan Liu, Chao Chen, Chaoxiong Chen, Jingyuan Wang, Zhetao Li, Ke Xu. “Seeking Based on Dynamic Prices: Higher Earnings and Better Strategies in Ride-on-Demand Services”, IEEE TITS, 2023.
Pengmiao Li, Yuchao Zhang, Huahai Zhang, Wendong Wang, Ke Xu, Zhili Zhang. “A delayed eviction caching replacement strategy with unified standard for edge servers”. Comput Netw, vol. 230, pp. 109794, 2023.
Xiaoxu Ren, Chao Qiu, Xiaofei Wang, Zhu Han, Ke Xu, Haipeng Yao, Song Guo. “AI-Bazaar: A Cloud-Edge Computing Power Trading Framework for Ubiquitous AI Services”. IEEE Trans on Cloud Comput, vol. 11, no. 3, pp. 2337-2348, 2023.
Meng Shen, Changyue Li, Hao Yu, Qi Li, Liehuang Zhu, Ke Xu. “Decision-based Query Efficient Adversarial Attack via Adaptive Boundary Learning”. TDSC, 2023.
Haibin Li, Yi Zhao, Wenbing Yao, Ke Xu, Qi Li. “Towards real-time ML-based DDoS detection via cost-efficient window-based feature extraction”. Science China Information Sciences, 66.5, 152105, 2023.
Jiahui Chen, Yi Zhao, Qi Li, Xuewei Feng, Ke Xu. “FedDef: Defense Against Gradient Leakage in Federated Learning-Based Network Intrusion Detection Systems”. IEEE Trans Inf Forensics Secur, vol. 18, pp. 4561–4576, 2023.
Su Yao, Mu Wang, Qiang Qu, Ziyi Zhang, Yi-feng Zhang, Ke Xu, Mingwei Xu. “Blockchain-Empowered Collaborative Task Offloading for Cloud-Edge-Device Computing”, IEEE JSAC, vol. 40, no. 12, pp. 3485-3500, 2022.
Meng Shen, Ke Ye, Xingtong Liu, Liehuang Zhu, Jiawen Kang, Shui Yu, Qi Li, Ke Xu. “Machine Learning-Powered Encrypted Network Traffic Analysis: A Comprehensive Survey”, IEEE Communications Surveys & Tutorials, 2022.
Chengwu Liao, Chao Chen, Suiming Guo, Leye Wang, Fuqiang Gu, Jing Luo, Ke Xu. “Enriching Large-Scale Trips With Fine-Grained Travel Purposes: A Semi-Supervised Deep Graph Embedding Framework”, IEEE TITS, 2022.
Peizhuang Cong, Yuchao Zhang, Bin Liu, Wendong Wang, Zehui Xiong, Ke Xu. “A&B: AI and Block-based TCAM Entries Replacement Scheme for Routers”, IEEE JSAC, vol. 40, no. 9, pp. 2643-2661, 2022.
Wenlong Chen, Xiaolin Wang, Xiaoliang Wang, Ke Xu, Sushu Guo. “LRVP: Lightweight Real-Time Verification of Intradomain Forwarding Paths”, IEEE System Journal, vol. 16, no. 4, 6309- 6320, 2022.
Suiming Guo, Chao Chen, Jingyuan Wang, Yan Ding, Yaxiao Liu, Ke Xu, Zhiwen Yu, Daqing Zhang. “A Force-directed Approach to Seeking Route Recommendation in Ride-on-demand Service Using Multi-source Urban Data”, IEEE TMC, vol. 21, no. 6, pp. 1909-1926, 2022.
Xuewei Feng, Qi Li, Kun Sun, Chuanpu Fu, Ke Xu. “Off-Path TCP Hijacking Attacks via the Side Channel of Downgraded IPID”, IEEE/ACM ToN, vol. 30, no. 1, pp. 409-422, 2022.
Pengmiao Li, Yuchao Zhang, Wendong Wang, Weiliang Meng, Yi Zheng, Ke Xu, Zhili Zhang. “Chameleon: A Self-adaptive cache strategy under the ever-changing access frequency in edge network.” Comput Commun, vol. 194, pp. 301-310, 2022.
Yi Zhao, Ke Xu, Qi Li, Haiyang Wang, Dan Wang, Min Zhu. “Intelligent networking in adversarial environment: challenges and opportunities”. Science China Information Sciences, 65.7, 170301, 2022.
Meng Shen, Hao Yu, Liehuang Zhu, Ke Xu, Qi Li, Jiankun Hu. “Effective and Robust Physical-World Attacks on Deep Learning Face Recognition Systems”, IEEE TIFS, vol. 16, pp. 4063-4077, 2021.
Tong Li, Kai Zheng, Ke Xu, Rahul Arvind Jadhav, Tao Xiong, Keith Winstein, Kun Tan. “Revisiting Acknowledgment Mechanism for Transport Control: Modeling, Analysis, and Implementation”, IEEE/ACM ToN, 2021.
Yi Zhao, Ke Xu, Haiyang Wang, Bo Li, Meina Qiao, Haobin Shi. “MEC-Enabled Hierarchical Emotion Recognition and Perturbation-Aware Defense in Smart Cities”, IEEE IoTJ, vol. 8, no. 23, pp. 16933-16945, 2021.
Peizhuang Cong, Yuchao Zhang, Zheli Liu, Thar Baker, Hissam Tawfik, Wendong Wang, Ke Xu, Ruidong Li, Fuliang Li. “A Deep Reinforcement Learning-based Multi-optimality Routing Scheme for Dynamic IoT Networks”, Computer Networks, 2021.
Yuchao Zhang, Xiaohui Nie, Junchen Jiang, Wendong Wang, Ke Xu, Youjian Zhao, Martin J. Reed, Kai Chen, Haiyang Wang, Guang Yao. “BDS+: An Inter-Datacenter Data Replication System With Dynamic Bandwidth Separation”, IEEE ToN, 2021.
Meng Shen, Huan Wang, Bin Zhang, Liehuang Zhu, Ke Xu, Qi Li, Xiaojiang Du. “Exploiting Unintended Property Leakage in Blockchain-Assisted Federated Learning for Intelligent Edge Computing”, IEEE IoTJ, vol. 8, no. 4, pp. 2265-2275, 2021.
Meng Shen, Jianpeng Zhang, Liehuang Zhu, Ke Xu, Xiaojiang Du. “Accurate Decentralized Application Identification via Encrypted Traffic Analysis Using Graph Neural Networks”, IEEE TIFS, vol. 16, pp. 2367-2380, 2021.
Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Liu, Ke Xu, Zhiwen Yu, Daqing Zhang, Dah-Ming Chiu. “ROD-Revenue: Seeking Strategies Analysis and Revenue Prediction in Ride-on-demand Service Using Multi-source Urban Data”, IEEE TMC, vol. 19, no. 9, pp. 2202-2220, 2020.
Yi Zhao, Ke Xu, Yifeng Zhong, Xiang-Yang Li, Ning Wang, Hui Su, Meng Shen, Ziwei Li. “Incentive Mechanisms for Mobile Data Offloading Through Operator-owned WiFi Access Points”, Computer Networks, vol. 174, 2020.
Laizhong Cui, Shu Yang, Ziteng Chen, Yi Pan, Mingwei Xu, Ke Xu. “An Efficient and Compacted DAG-based Blockchain Protocol for Industrial Internet of Things”, IEEE TII, vol.16, no. 6, pp. 4143-4145, 2020.
Meng Shen, Jie Zhang, Liehuang Zhu, Ke Xu, Xiangyun Tang. “Secure SVM Training over Vertically-Partitioned Datasets using Consortium Blockchain for Vehicular Social Networks”, IEEE TVT, vol. 69, no. 6, pp. 5773-5783, 2020.
Meng Shen, Huisen Liu, Liehuang Zhu, Ke Xu, Hongbo Yu, Xiaojiang Du, Mohsen Guizani. “Blockchain-Assisted Secure Device Authentication for Cross-Domain Industrial IoT”, IEEE JSAC, vol. 38, no. 5, pp. 942-954, 2020.
Yi Zhao, Haiyang Wang, Hui Su, Liang Zhang, Rui Zhang, Dan Wang, Ke Xu. “Understand Love of Variety in Wireless Data Market Under Sponsored Data Plans”, IEEE JSAC, vol. 38, no. 4, pp. 766-781, 2020.
Meng Shen, Ke Xu, Xiaojiang Du, Martin J Reed, Md Zakirul Alam Bhuiyan, Lan Zhang, Rashid Mijumbi. “Guest Editorial Special Issue on Trust-Oriented Designs of Internet of Things for Smart Cities”. IEEE Internet Things J, vol. 7, no. 5, pp. 3897-3900, 2020.
Dan Wang, Hao Qin, Bin Song, Ke Xu. “Joint resource allocation and powercontrol for D2D communication with deep reinforcement learning in MCC”. Physical Communication, 2020.
Qi Tan, Yi Qu, Ke Xu, Haiyang Wang, Dan Wang, Meng Shen. “Interference‑aware lifetime maximization with joint routing and charging in wireless sensor networks”, CCF Trans. Netw., vol. 2, no. 3, 2019.
Wenlong Chen, Heyang Chen, Zhiliang Wang, Chengang Zhao, Mingwei Xu, Ke Xu, Yingya Guo. “Congestion avoidance transmission mechanism based on two-dimensional forwarding”, Future Generation Computer System, vol. 102, pp. 1-13, 2019.
Ke Xu, Liang Lv, Tong Li, Meng Shen, Haiyang Wang, Kun Yang. “Minimizing Tardiness for Data-intensive Applications in Heterogeneous Systems: A Matching Theory Perspective”, IEEE TPDS, vol. 31, no. 1, pp. 144-158, 2019.
Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Liu, Ke Xu, Dah Ming Chiu. “Fine-grained Dynamic Price Prediction in Ride-on-demand Services: Models and Evaluations”, Mobile Networks and Applications, 2019.
Bo Wu, Ke Xu, Qi Li, Bingyang Liu, Shoushou Ren, Fan Yang, Meng Shen, Kui Ren. “RFL: Robust Fault Localization on Unreliable Communication Channels”, Computer Networks, vol. 158, pp. 158-174, 2019.
Liang Lv, Yuchao Zhang, Yusen Li, Ke Xu, Dan Wang, Wenlong Wang, Minghui Li, Xuan Cao, Qingqing Liang. “Communication-aware Container Placement and Reassignment in Large-scale Internet Data Centers”, IEEE JSAC, vol. 37, no. 3, pp.540-555, 2019.
Tong Li, Kezhi Wang, Ke Xu, Kun Yang, Chathura Sarathchandra Magurawalage, Haiyang Wang. “Communication and computation cooperation in cloud radio access network with mobile edge computing”, CCF Trans. Netw., vol.2, no.1, pp. 43-56, 2019.
Meng Shen, Baoli Ma, Liehuang Zhu, Xiaojiang Du, Ke Xu. “Secure Phrase Search for Intelligent Processing of Encrypted Data in Cloud-Based IoT”, IEEE Internet of Things Journal, vol. 6, no. 2, pp. 1998-2008, 2019.
Jia Hu, Kun Yang, Victor C. M. Leung, Ke Xu. “Guest Editorial: Smart Grid Inspired Data Sensing, Processing and Networking Technologies”. Mobile Netw Appl, vol. 24, pp. 1699–1700, 2019.
Xiaoliang Wang, Ke Xu, Bo Mao. “GreenLink: An Energy Efficient Scatternet Formation for BLE Devices”, Wireless Communications and Mobile Computing, 2018.
Fei Chen, Haitao Li, Jiangchuan Liu, Bo Li, Ke Xu, Yuemin Hu. “Migrating big video data to cloud: a peer-assisted approach for VoD”, Peer-to-Peer Networking and Applications, vol. 11, no. 5, pp. 1060–1074, 2018.
Yuchao Zhang, Ke Xu, Haiyang Wang, Jiangchuan Liu, Yifeng Zhong, Yong Wang. “Design, modeling, and analysis of online combinatorial double auction for mobile cloud computing markets”, International Journal of Communication Systems 31 (7), e3460 , 2018.
Ke Xu, Tong Li, Haiyang Wang, Haitao Li, Wei Zhu, Jiangchuan Liu, Song Lin, “Modeling, Analysis, and Implementation of Universal Acceleration Platform Across Online Video Sharing Sites”, IEEE Transactions on Services Computing (TSC), vol.11, no. 3, pp. 534-548, 2018.
Suiming Guo, Chao Chen, Yaxiao Liu, Ke Xu, Bin Guo, and Dah Ming Chiu. “How to pay less: a location‐specific approach to predict dynamic prices in ride‐on‐demand services”. IET Intell Transp Syst, vol. 12, no. 7, pp. 610-618, 2018.
Haiyang Wang, Tong Li, Ryan Shea, Xiaoqiang Ma, Feng Wang, Jiangchuan Liu, Ke Xu. “Toward Cloud-Based Distributed Interactive Applications: Measurement, Modeling, and Analysis”, IEEE/ACM Transaction on Networking (TON), 2017.
Guangwu Hu, Wenlong Chen, Qi Li, Yong Jiang, Ke Xu. “TrueID: A practical solution to enhance Internet accountability by assigning packets with creditable user identity code”, Future Generation Computer Systems, pp. 219-226, 2017.
Lei Xu, Ke Xu, Yong Jiang, Fengyuan Ren, Haiyang Wang. “Throughput optimization of TCP incast congestion control in large-scale datacenter networks”, Computer Networks, pp. 46-60, 2017.
Li Li, Ke Xu, Dan Wang, Chunyi Peng, Kai Zheng, Rashid Mijumbi, Qiangyang Xiao. “A Longitudinal Measurement Study of TCP Performance and Behavior in 3G/4G Networks over High Speed Rails”, IEEE/ACM Transactions on Networking (TON), vol. 25, no. 4, pp. 2195-2208, 2017.
Wang, Xiaoliang, Ke Xu, and Ziwei Li. “Smartfix: Indoor locating optimization algorithm for energy-constrained wearable devices”. Wireless Communications and Mobile Computing, 2017.
Guopeng Zhang, Kun Yang, Haifeng Jiang, Xiaofeng Lu, Ke Xu, Lianming Zhang. “Equilibrium Price and Dynamic Virtual Resource Allocation for Wireless Network Virtualization”, Mobile Networks and Applications, pp. 1-13, 2016.
Kao Wan, XueFeng Luo, Yong Jiang, Ke Xu. “The Flow-oriented Scheduling Algorithms In SDN System”, Chinese Journal of Computers (in Chinese), vol.39, no. 6, pp.1208-1223, 2016.
Ke Xu, Meng Shen, Hongying Liu, Jiangchuan Liu, Fan Li, Tong Li, “Achieving Optimal Traffic Engineering Using a Generalized Routing Framework”, IEEE Transactions on Parallel and Distributed Systems (TPDS), 27(1): 51-65, 2016.
Guodong Zhao, Ke Xu, Lei Xu, Bo Wu. “Detecting APT Malware Infections Based on Malicious DNS and Traffic Analysis”, IEEE Access, vol.3, pp.1132-1142, 2015.
Rashid Mijumbi, Juan-Luis Gorricho, Joan Serrat, Meng Shen, Ke Xu, Kun Yang, “A Neuro-fuzzy Approach to Self-management of Virtual Resources”, Elsevier Expert System with Applications, 42(3):1376-1390, 2015
Ying Liu, Hong-Ying Liu, Ke Xu, Meng Shen. “A Family of Stable Multipath Dual Congestion Control Algorithms”. J. Comput. Sci. Technol, vol. 30, no. 6, pp. 1274–1289, 2015.
Yi Qu, Ke Xu, Jiangchuan Liu, Wenlong Chen, “Towards a Practical Energy Conservation Mechanism with Assistance of Resourceful Mules”, IEEE Internet of Things Journal, 2014.
Ke Xu, Yifeng Zhong, Huan He, “Can P2P Technology Benefit Eyeball ISPs A Cooperative Profit”, IEEE Transactions on Parallel and Distributed Systems (TPDS), 25(11): 2783-2793, 2014.
Ke Xu, Meng Shen, Yong Cui, Mingjiang Ye, Yifeng Zhong, “A Model Approach to the Estimation of Peer-to-Peer Traffic Matrices”, IEEE Transactions on Parallel and Distributed Systems (TPDS), 25(5): 1101-1111, 2014.
Ke Xu, Haiyang Wang, Jiangchuan Liu, Song Lin, Lei Xu, “Pushing Server Bandwidth Consumption to the Limit: Modeling and Analysis of Peer-assisted VoD”, IEEE Transactions on Network and Service Management (TNSM), 2014.
Wei Tan, Ke Xu, Dan Wang, “An anti-tracking source-location privacy protection protocol in WSNs based on path extension”, IEEE Internet of Things Journal, 1(5): 461-471, 2014.
Chang Ge, Zhili Sun, Ning Wang, Ke Xu, Jinsong Wu, “Energy management in cross-domain content delivery networks: a theoretical perspective”, IEEE Transactions on Network and Service Management (TNSM), 11(3): 264-277, 2014.
Sai Zhang, Ke Xu, Xi Chen, Xue Liu, “Dynamics of Information Spreading in Online Social Network”, arXiv:1404.5562, 2014.
Jiangchuan Liu, Ke Xu, Yongqiang Xiong, Dongchao Ma, Kai Shuang, “Peer-to-peer as an infrastructure service”, Peer-to-Peer Networking and Applications (PPNA), 2014.
Ke Xu, Xin Liu, Zhen Ma, Yifeng Zhong, Wenlong Chen, “Exploring the policy selection of the P2P VoD system: A simulation-based research”, Peer-to-Peer Networking and Applications (PPNA), 2014.
Ke Xu, Min Zhu, Guangwu Hu, Liang Zhu, Yifeng Zhong, Ying Liu, Jianping Wu, Ning Wang, “Towards Evolvable Internet Architecture-Design Constraints and Models Analysis”, Science China Information Science, 2014.
Haiyang Wang, Feng Wang, Jiangchuan Liu, Chuang Lin, Ke Xu, and Chonggang Wang, “Accelerating Peer-to-Peer File Sharing with Social Relations”, IEEE Journal on Selected Areas in Communications (JSAC), 2013, 31(9): 66-74.
Ying Liu, Jianping Wu, Qian Wu, Ke Xu, “Recent progress in the study of the next generation Internet in China”, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Science, 2013, 371(1987): 20120387.
Zhen Ma, Ke Xu, Jiangchuan Liu, Haiyang Wang, “Measurement, modeling and enhancement of BitTorrent-based VoD system”, Computer Networks, 2012, 56: 1103–1117.
Huan He, Ke Xu, Ying Liu, “Internet resource pricing models, mechanisms, and methods”, Networking Science, 2012, 1(1-4): 48-66.
Yan Huang, Ke Xu, Haitao Li, Yang Cao, Xin Yao, “Large-scale P2PVOD system: Focusing on clients”, SCIENCE CHINA INFORMATION SCIENCES, 2011, 54(8):1677-1690.
Ke Xu, Hongying Liu, Jiangchuan Liu, Jixiu Zhang, “LBMP: A Logarithm-Barrier-based Multipath Protocol for Internet Traffic Management”, IEEE Transactions on Parallel and Distributed Systems (TPDS), 2011, 22(3): 476-488.
Dan Li, Jianping Wu, Jiangchuan Liu, Yong Cui, Ke Xu, “Defending Against Distance Cheating in Link-Weighted Application-Layer Multicast”, IEEE/ACM Transactions on Networking (TON), 2011, 19(5):1448-1457.
Ke Xu, Ming Zhang, Jiangchuan Liu, Zhijing Qin, Mingjiang Ye, “Proxy Caching for Peer-to-Peer Live Streaming”, Computer Networks, 2010, 54(7):1229-1241.
Haiyang Wang, Jiangchuan Liu, Ke Xu, “Measurement and Enhancement of BitTorrent-based Video File Swarming”, Peer-to-Peer Networking and Applications (PPNA), 2010, 3(3): 237-253.
Ke Xu, Ming Zhang, Mingjiang Ye, Dah Ming Chiu, Jianping Wu, “Identify P2P Traffic by Inspecting Data Transfer Behavior”, Computer Communications, 2010, 33(10):1141-1150.
Taoyu Li, Yuncheng Zhu, Ke Xu, Maoke Chen, “Performance Model and Evaluation on Geographic-based Routing”, Computer Communications, 2009, 32(2): 343-348.
Ke Xu, Mingwei Xu, Qi Li, Song Lin, “Analysis and Case Study on Multi-dimensional Scalability of the Internet Architecture”, Science in China Series F: Information Sciences, 2008, 51(11):1661-1680.
Ke Xu, Huan He, “BGP Parallel Computing Model Based on the Iteration Tree”, The Journal of China, Universities of Posts and Telecommunications, 15(Suppl.): 1–8, 2008.
Suogang Li, Ke Xu, Ying Liu, Jianping Wu, “Edge Overlay Multicast to Support Comparable Multi-class Services”, Journal of High Speed Networks, 2008, 17(1):13-36.
Chunyu Liu, Ke Xu, “Framework for End-to-End Optimal Traffic Control Law Based on Overlay Mesh”, Journal of Communications and Networks, 2007, 9(4): 428-437.
Lijun Wang, Jianping Wu, Ke Xu, “Modified Flap Damping Mechanism to Improve Inter-domain Routing Convergence”, Computer Communications, 2007, 30(7): 1588-1599.
Jianping Wu, Ke Xu, “Research on Next-generation Internet Architecture”, Journal of Computer Science and Technology, 21 (5): 723-731, 2006.

3. Conference Publications

Guangmeng Zhou, Xiongwen Guo, Zhuotao Liu, Tong Li, Qi Li, Ke Xu. “TrafficFormer: An Efficient Pre-trained Model for Traffic Data”, IEEE S&P, 2025.
Ziqiang Wang, Xuewei Feng, Qi Li, Kun Sun, Yuxiang Yang, Mengyuan Li, Ganqiu Du, Ke Xu, Jianping Wu. “Off-Path TCP Hijacking in Wi-Fi Networks: A Packet-Size Side Channel Attack”, NDSS, 2025.
Xinle Du, Tong Li, Guangmeng Zhou, Zhuotao Liu, Hanlin Huang, Xiangyu Gao, Mowei Wang, Kun Tan, Ke Xu. “PRED: Performance-oriented Random Early Detection for Consistently Stable Performance in Datacenters”, USENIX NSDI, 2025.
Rongwu Xu, Zi’an Zhou, Tianwei Zhang, Zehan Qi, Su Yao, Ke Xu, Wei Xu, Han Qiu, Qi Li, Kun Sun, Yuxiang Yang, Mengyuan Li, Ganqiu Du, Ke Xu, Jianping Wu. “Walking in Others’ Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias”, EMNLP, 2024.
Bo Wu, Tong Li, Cheng Luo, Xu Yan, Fuyu Wang, Xinle Du, Ke Xu. “Toward Timeliness-Enhanced Loss Recovery for Large-Scale Live Streaming”, ACM MM, 2024.
Yihao Chen, Qilei Yin, Qi Li, Zhuotao Liu, Ke Xu, Yi Xu, Mingwei Xu, Ziqian Liu, Jianping Wu. “Learning with Semantics: Towards a Semantics-Aware Routing Anomaly Detection System”, USENIX Security, 2024. (Internt Defense Prize, Distinguished Paper Award Winner)
Qi Tan, Qi Li, Yi Zhao, Zhuotao Liu, Xiaobing Guo, Ke Xu. “Defending Against Data Reconstruction Attacks in Federated Learning: An Information Theory Approach”, USENIX Security, 2024.
Meng Shen, Changyue Li, Qi Li, Hao Lu, Liehuang Zhu, Ke Xu. “Transferability of White-box Perturbations: Query-Efficient Adversarial Attacks against Commercial DNN Services”, USENIX Security, 2024.
Ye Wang, Yunpeng Liu, Ningtao Wang, Peiyang Li, Jiahao Hu, Xing Fu, Weiqiang Wang, Kun Sun, Qi Li, Ke Xu. “Enhancing Fraud Transaction Detection via Unlabeled Suspicious Records”, IEEE/ACM IWQoS, 2024. (Best Paper Award)
Yi Zhao, Liang Lv, Yusen Li, Meng Shen, Liehuang Zhu, Ke Xu. “Rethinking and Optimizing Workload Redistribution in Large-scale Internet Data Centers”, IEEE/ACM IWQoS, 2024.
Bo Wu, Tong Li, Cheng Luo, Xu Yan, Fuyu Wang, Changkui Ouyang, Linfeng Guo, Haiyang Wang, Ke Xu. “Reducing First-Frame Delay of Live Streaming by Simultaneously Initializing Window and Rate”, IEEE ICDCS, 2024.
Jinzhu Yan, Haotian Xu, Zhuotao Liu, Qi Li, Ke Xu, Mingwei Xu, Jianping Wu. “Brain-on-Switch: Towards Advanced Intelligent Network Data Plane via NN-Driven Traffic Analysis at Line-Speed”, NSDI, 2024.
Yuxiang Yang, Xuewei Feng, Qi Li, Kun Sun, Ziqiang Wang, Ke Xu. “Exploiting Sequence Number Leakage: TCP Hijacking in NAT-Enabled Wi-Fi Networks”, NDSS, 2024.
Xuanqi Liu, Zhuotao Liu, Qi Li, Ke Xu, Mingwei Xu. “Pencil: Private and Extensible Collaborative Learning without the Non-Colluding Assumption”, NDSS, 2024.
Yue Xiao, Yi He, Xiaoli Zhang, Qian Wang, Renjie Xie, Kun Sun, Ke Xu, Qi Li. “From Hardware Fingerprint to Access Token: Enhancing the Authentication on IoT Devices”, NDSS, 2024.
Yuqi Qing, Qilei Yin, Xinhao Deng, Yihao Chen, Zhuotao Liu, Kun Sun, Ke Xu, Jia Zhang, Qi Li. “Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic”, NDSS, 2024.
Xuewei Feng, Qi Li, Kun Sun, Yuxiang Yang, Ke Xu. “Man-in-the-Middle Attacks without Rogue AP: When WPAs Meet ICMP Redirects”, IEEE S&P, 2023.
Peiyang Li, Ye Wang, Qi Li, Zhuotao Liu, Ke Xu, Ju Ren, Zhiying Liu, Ruilin Lin. “Learning from Limited Heterogeneous Training Data: Meta-Learning for Unsupervised Zero-Day Web Attack Detection across Web Domains”. ACM CCS, 2023.
Qi Li, Zhuotao Liu, Qi Li, Ke Xu. “MartFL: Enabling Utility-Driven Data Marketplace with a Robust and Verifiable Federated Learning Architecture”. ACM CCS, 2023.
Chuanpu Fu, Qi Li, Ke Xu, Jianping Wu. “Point Cloud Analysis for ML-Based Malicious Traffic Detection: Reducing Majorities of False Positive Alarms”. ACM CCS, 2023.
Yi He, Roland Guo, Yunlong Xing, Xijia Che, Kun Sun, Zhuotao Liu, Ke Xu, Qi Li. “Cross container attacks: the bewildered eBPF on clouds”. USENIX Security, 5971–5988, 2023.
Shuaipeng Zhu, Tong Li, Xinyu Ma, Yinfeng Zhu, Taotao Zhang, Senzhen Liu, Haiyang Wang, and Ke Xu. “Poster: PolyCC: Poly-Algorithmic Congestion Control”. ACM SIGCOMM, 1129-1131, 2023.
Xu Yan, Tong Li, Bo Wu, Cheng Luo, Fuyu Wang, Haiyang Wang, and Ke Xu. “Poster: TOO: Accelerating Loss Recovery by Taming On-Off Traffic Patterns”. ACM SIGCOMM, 1147-1149, 2023.
Xuewei Feng, Qi Li, Kun Sun, Yuxiang Yang, and Ke Xu. 2023. “Traffic Hijacking in Wi-Fi Networks via ICMP Redirects”. ACM TUR-C, 141-142, 2023.
Haoqiang Huang, Yuchao Zhang, Ran Wang, Qiao Xiang, Wendong Wang, Xirong Que, Ke Xu. “FRAVaR: A Fast Failure Recovery Framework for Inter-DC Network,” IEEE WCNC, 2023
Tong Li, Wei Liu, Xinyu Ma, Shuaipeng Zhu, Jingkun Cao, Senzhen Liu, Taotao Zhang, Yinfeng Zhu, Bo Wu, Ke Xu. “ART: Adaptive Retransmission for Wide-Area Loss Recovery in the Wild”, IEEE ICNP, 2023.
Xiaoli Zhang, Zhicheng Xu, Hongbing Cheng, Tong Che, Ke Xu, Weiqiang Wang, Wenbiao Zhao, Chunping Wang, Qi Li. “Secure Collaborative Learning in Mining Pool via Robust and Efficient Verification”, IEEE ICDCS, 2023.
Meng Shen, Kexin Ji, Zhenbo Gao, Qi Li, Liehuang Zhu, Ke Xu. “Subverting Website Fingerprinting Defenses with Robust Traffic Representation”, USENIX Security, 2023.
Xinhao Deng, Qilei Yin, Zhuotao Liu, Xiyuan Zhao, Qi Li, Mingwei Xu, Ke Xu, Jianping Wu. “Robust Multi-tab Website Fingerprinting Attacks in the Wild”, IEEE S&P, 2023.
Chuanpu Fu, Qi Li, Ke Xu. “Detecting Unknown Encrypted Malicious Traffic in Real Time via Flow Interaction Graph Analysis”, NDSS, 2023. [Github Link]
Yunpeng Liu, Kexin Li, Zhuotao Liu, Bihan Wen, Ke Xu, Weiqiang Wang, Wenbiao Zhao, Qi Li. “Provenance of Training without Training Data: Towards Privacy-Preserving DNN Model Ownership Verification”, ACM WWW, 2023.
Tianyu Xia, Shuheng Shen, Su Yao, Xinyi Fu, Ke Xu, Xiaolong Xu, Xing Fu. “Differentially Private Learning with Per-Sample Adaptive Clipping”, AAAI, 2023.
Tong Li, Jiaxin Liang, Yukuan Ding, Kai Zheng, Xu Zhang, Ke Xu. “On Design and Performance of Offline Finding Network”, IEEE INFOCOM, 2023.
Tong Li, Bowen Hu, Guanjie Tu, Jinwen Shuai, Jiaxin Liang, Yukuan Ding, Ziwei Li, Ke Xu. “Accelerating BLE Neighbor Discovery via Wi-Fi Fingerprints”, IEEE INFOCOM (Demo), 2023.
Guangmeng Zhou, Zhuotao Liu, Chuanpu Fu, Qi Li, Ke Xu. “An Efficient Design of Intelligent Network Data Plane”, USENIX Security, 2023. [Github Link]
Songtao Fu, Qi Li, Xiaoliang Wang, Su Yao, Xuewei Feng, Ziqiang Wang, Xinle Du, Kao Wan, Ke Xu. “D3: Lightweight Secure Fault Localization in Edge Cloud”, IEEE ICDCS, 2022.
Peiyang Li, Ye Wang, Zhuotao Liu, Ke Xu, Qian Wang, Chao Shen, Qi Li. “Verifying the Quality of Outsourced Training on Clouds”, Springer ESORICS, 2022.
Xuewei Feng, Qi Li, Kun Sun, Zhiyuan Qian, Gang Zhao, Xiaohui Kuang, Chuanpu Fu, Ke Xu. “Off-Path Network Traffic Manipulation via Revitalized ICMP Redirect Attacks”, USENIX Security, 2022.
Peizhuang Cong, Yuchao Zhang, Lei Wang, Hao Ni, Wendong Wang, Xiangyang Gong, Tong Yang, Dan Li, Ke Xu. “Break the Blackbox! Desensitize Intra-domain Information for Inter-domain Routing”, IEEE/ACM IWQoS, 2022.
Yi Zhao, Qi Tan, Xiaohua Xu, Hui Su, Dan Wang, Ke Xu. “Congestion-Aware Modeling and Analysis of Sponsored Data Plan from End User Perspective”, IEEE/ACM IWQoS, 2022.
Chengwu Liao, Chao Chen, Suiming Guo, Yaxiao Liu, Ke Xu, Daqing Zhang. “Wheels Know Why You Travel: Predicting Trip Purpose via a DualAttention Graph Embedding Network”, ACM UbiComp, 2022.
Yi He, Zhenhua Zou, Kun Sun, Zhuotao Liu, Ke Xu, Qian Wang, Chao Shen, Zhi Wang, Qi Li. “RapidPatch: Firmware Hotpatching for Real-Time Embedded Devices”, USENIX Security, 2022.
Xuewei Feng, Qi Li, Kun Sun, Ke Xu, Baojun Liu, Xiaofeng Zheng, Qiushi Yang, Haixin Duan, Zhiyun Qian. “PMTUD is not Panacea: Revisiting IP Fragmentation Attacks against TCP”, NDSS, 2022.
Ziqiang Wang, Zhuotao Liu, Xiaoliang Wang, Songtao Fu, and Ke Xu. “DIP: unifying network layer innovations using shared L3 core functions”. ACM HotNets, 60-67, 2022.
Tong Li, Ke Xu, Hanlin Huang, Xinle Du, Kai Zheng. “WIP: When RDMA Meets Wireless,” IEEE WoWMoM, 177-180, 2022
Xinle Du, Tong Li, Lei Xu, Kai Zheng, Meng Shen, Bo Wu, Ke Xu. “R-AQM: Reverse ACK Active Queue Management in Multi-tenant Data Centers”, IEEE ICNP, 2021.
Meng Shen, Zhenbo Gao, Liehuang Zhu, Ke Xu. “Efficient Fine-Grained Website Fingerprinting via Encrypted Traffic Analysis with Deep Learning”, IEEE/ACM IWQoS, 2021. (Best Paper Award)
Meng Shen, MingHui Wang, Ke Xu, Liehuang Zhu. “Privacy-Preserving Approximate Top-k Nearest Keyword Queries over Encrypted Graphs”, IEEE/ACM IWQoS, 2021.
Xiangxiang Wang, Jiangchuan Liu, Fangxin Wang, Ke Xu. “Demystifying the Relationship Between Network Latency and Mobility on High-Speed Rails: Measurement and Prediction”, IEEE/ACM IWQoS, 2021.
Yuchao Zhang, Peizhuang Cong, Bin Liu, Wendong Wang, Ke Xu. “AIR: An AI-based TCAM Entry Replacement Scheme for Routers”, IEEE/ACM IWQoS, 2021.
Songtao Fu, Ke Xu, Qi Li, Xiaoliang Wang, Su Yao, Guo Yangfei, Xinle Du. “MASK: Practical Source and Path Verification based on Multi-AS-Key”, IEEE/ACM IWQoS, 2021.
Qiyang Song, Jiahao Cao, Kun Sun, Qi Li, Ke Xu. “Try before You Buy: Privacy-preserving Data Evaluation on Cloud-based Machine Learning Data Marketplace.” ACSAC, 2021.
Chuanpu Fu, Qi Li, Meng Shen, Ke Xu. “Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis”, ACM CCS, 2021. [Github Link]
Pengmiao Li, Yuchao Zhang, Wendong Wang, Kaichuan Zhao, Bo Lian, Ke Xu, Zhili Zhang. “Frend for Edge Servers: Reduce Server Number! Keeping Service Quality!” HPCC, 2021.
Peizhuang Cong, Yuchao Zhang, Wendong Wang, Ke Xu, Ruidong Li, Fuliang Li. “A Deep Reinforcement Learning-based Routing Scheme with Two Modes for Dynamic Networks,” ICC, 2021.
Pengmiao Li, Yuchao Zhang, Huahai Zhang, Wendong Wang, Ke Xu, Zhili Zhang, “CRATES: A Cache Replacement Algorithm for Low Access Frequency Period in Edge Server”. IEEE MSN, 128-135, 2021.
Mingxing Liu, Ying Liu, Ke Xu, Lin He, Xiaoliang Wang, Yangfei Guo, Weiyu Jiang, “TAP: A Traffic-Aware Probabilistic Packet Marking for Collaborative DDoS Mitigation”. IEEE MSN, 470-478, 2021.
Xuewei Feng, Chuanpu Fu, Qi Li, Kun Sun, Ke Xu. “Off-Path TCP Exploits of the Mixed IPID Assignment”, ACM CCS, 2020. (Distinguished Paper Award Nomination)
Tong Li, Kai Zheng, Ke Xu, Rahul Arvind Jadhav, Tao Xiong, Keith Winstein, Kun Tan. “TACK: Improving Wireless Transport Performance by Taming Acknowledgments”, ACM SIGCOMM, 2020.
Meng Shen, Jinpeng Zhang, Ke Xu, Liehuang Zhu, Jiangchuan Liu, Xiaojiang Du. “DeepQoE: Real-time Measurement of Video QoE from Encrypted Traffic with Deep Learning”, IEEE/ACM IWQoS, 2020.
Fan Yang, Ke Xu, Qi Li, Rongxing Lu, Bo Wu, Tong Zhang, Yi Zhao, Meng Shen. “I Know If the Journey Changes: Flexible Source and Path Validation”, IEEE/ACM IWQoS, 2020.
Yi Zhao, Ke Xu, Feng Yan, Yuchao Zhang, Yao Fu, Haiyang Wang. “Auction-based High Timeliness Data Pricing under Mobile and Wireless Networks”, IEEE ICC, 2020.
Yi Zhao, Wei Bao, Dan Wang, Ke Xu, Liang Lv. “Connection-based Pricing for IoT Devices: Motivation, Comparison, and Potential Problems”, IEEE INFOCOM poster, 2020.
Liang Lv, Ke Xu, Haiyang Wang, Meng Shen, Yi Zhao, Minghui Li, Guanhui Geng, Zhichao Liu. “Analysis, Modeling, and Implementation of Publisher-side Ad Request Filtering”, IEEE INFOCOM, 2020.
Yuchao Zhang, Ye Tian, Wendong Wang, Peizhuang Cong, Chao Chen, Dan Li, Ke Xu. “Federated Routing Scheme for Large-scale Cross Domain Network”. INFOCOM WKSHPS, 2020.
Lei Ding, Yang Li, Haiyang Wang, Ke Xu, “Measurement and Analysis of Cloud User Interest: A Glance From BitTorrent“. INFOCOM WKSHPS, 2020.
Shuying Wei, Xiaoliang Wang, Ke Xu, “NoPTPeer:Protecting Android Devices from Stealthy Spoofing and Stealing in WLANs without Privilege”, IEEE MSN, 576-583, 2020.
Meng Shen, Zelin Liao, Liehuang Zhu, Ke Xu, Xiaojiang Du. “VLA: A Practical Visible Light-based Attack on Face Recognition Systems in Physical World”, ACM UbiComp, 2019.
Wenbin Yao, Ke Xu, Qi Li. “Exploring the Influence of News Articles on Bitcoin Price with Machine Learning”, IEEE ISCC, 2019.
Yi Zhao, Hui Su, Liang Zhang, Dan Wang, Ke Xu. “Variety Matters: A New Model for the Wireless Data Market under Sponsored Data Plans”, IEEE/ACM IWQoS, 2019.
Meng Shen, Jinpeng Zhang, Liehuang Zhu, Ke Xu, Xiaojiang Du, Yiting Liu. “Encrypted Traffic Classification of Decentralized Applications on Ethereum using Feature Fusion”, IEEE/ACM IWQoS, 2019.
Shu Yang, Ziteng Chen, Laizhong Cui, Mingwei Xu, Zhongxing Ming, Ke Xu. “CoDAG: An Efficient and Compacted DAG-Based Blockchain Protocol”, IEEE Blockchain, 2019.
Bo Wu, Ke Xu, Qi Li, Zhuotao Liu, Yih-Chun Hu, Zhichao Zhang, Xinle Du, Bingyang Liu, Shoushou Ren. “SmartCrowd: Decentralized and Automated Incentives for Distributed IoT System Detection”, IEEE ICDCS, 2019.
Yi Zhao, Meina Qiao, Haiyang Wang, Rui Zhang, Dan Wang, Ke Xu, Qi Tan. “TDFI: Two-stage Deep Learning Framework for Friendship Inference via Multi-source Information”, IEEE INFOCOM, 2019.
Meng Shen, Siqi Chen, Liehuang Zhu, Renyi Xiao, Ke Xu, Xiaojiang Du. “Privacy-Preserving Graph Encryption for Approximate Constrained Shortest Distance Queries”, GLOBECOM, 2019.
Bo Wu, Qi Li, Ke Xu, Ruoyu Li, Zhuotao Liu. “SmartRetro: Blockchain-based Incentives for Distributed IoT Retrospective Detection”, IEEE MASS, 2018. (Invited Paper)
Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Liu, Ke Xu, Daqing Zhang, Dah Ming Chiu. “A Simple but Quantifiable Approach to Dynamic Price Prediction in Ride-on-demand Services Leveraging Multi-source Urban Data”, ACM UbiComp, 2018.
Bo Wu, Ke Xu, Qi Li, Zhuotao Liu, Yih-Chun Hu, Martin J. Reed, Meng Shen, Fan Yang. “Enabling Efficient Source and Path Verification via Probabilistic Packet Marking”, IEEE/ACM IWQoS, 2018.
Li Li, Ke Xu, Tong Li, Kai Zheng, Chunyi Peng, Dan Wang, Xiangxiang Wang, Meng Shen, Rashid Mijumbi. “A Measurement Study on Multi-path TCP with Multiple Cellular Carriers on High-speed Rails”, ACM SIGCOMM, 2018.
Yuchao Zhang, Junchen Jiang, Ke Xu, Xiaohui Nie, Martin J Reed, Haiyang Wang, Guang Yao, Miao Zhang, Kai Chen. “BDS: a centralized near-optimal overlay network for inter-datacenter data replication”, ACM EuroSys, 2018.
Suiming Guo, Chao Chen, Yaxiao Liu, Ke Xu, Dah Ming Chiu. “Modelling Passengers’ Reaction to Dynamic Prices in Ride-on-demand Services: A Search for the Best Fare”, ACM UbiComp, 2018.
Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Liu, Ke Xu, Dah Ming Chiu. “Dynamic Price Prediction in Ride-on-demand Service with Multi-source Urban Data”. MobiQuitous, 2018.
Li Li, Ke Xu, Tong Li, Kai Zheng, Chunyi Peng, Dan Wang, Xiangxiang Wang, Meng Shen, and Rashid Mijumbi. “A measurement study on multi-path TCP with multiple cellular carriers on high speed rails”. ACM SIGCOMM, 161-175, 2018.
Bo Wu, Ke Xu, Qi Li, Fang Yang. “Robust and Lightweight Fault Localization”, IEEE IPCCC, 2017. (Best Paper Candidate)
Suiming Guo, Yaxiao Liu, Ke Xu Dah Ming Chiu, “Understanding passenger reaction to dynamic prices in ride-on-demand service”, PerCom Workshops 2017
Lei Xu, Ke Xu, Meng Shen, Kui Ren, Jingyuan Fan, Chaowen Guan, Wen-Long Chen. “MINOS: regulating router dataplane actions in dynamic runtime environments”, Proceedings of the ACM Turing 50th Celebration Conference-China, 2017.
Li Li, Ke Xu, Dan Wang, Chunyi Peng, Kai Zheng, Haiyang Wang, Rashid Mijumbi, Xiangxiang Wang. “A Measurement Study on Skype Voice and Video Calls in LTE Networks on High Speed Rails”, IEEE/ACM IWQoS, 2017.
Yuchao Zhang, Yusen Li, Ke Xu, Dan Wang, Minghui Li, Xuan Cao and Qingqing Liang. “A Communication-aware Container Re-distribution Approach for High Performance VNFs”. IEEE ICDCS, 2017.
Tong Li, Chathura Sarathchandra Magurawalage, Kezhi Wang, Ke Xu, Kun Yang, Haiyang Wang. “On efficient offloading control in cloud radio access network with mobile edge computing”, IEEE ICDCS, 2017.
Suiming Guo, Chao Chen, Yaxiao Liu, Ke Xu, Dah Ming Chiu. “It Can be Cheaper: Using Price Prediction to Obtain Better Prices from Dynamic Pricing in Ride-on-demand Services.” ACM MobiQuitous, 146-155, 2017
Yuchao Zhang, Ke Xu, Guang Yao, Miao Zhang, Xiaohui Nie. “PieBridge: A Cross-DR scale Large Data Transmission Scheduling System”, ACM SIGCOMM poster, 2016.
Qingfang Liu, Ke Xu, Haiyang Wang, Meng Shen, Li Li, Qingyang Xiao. “Measurement, Modeling, and Analysis of TCP in High-Speed Mobility Scenarios”, IEEE ICDCS, 2016.
Yuchao Zhang, Ke Xu, Xuelin Shi, Haiyang Wang, Jiangchuan Liu, Yong Wang. “Continuous double auction for cloud market: Pricing and bidding analysis”, IEEE WCNC, 2016.
Tong Li, Ke Xu, Meng Shen, Haiyang Wang, Kun Yang, Yuchao Zhang. “Towards Minimal Tardiness of Data-intensive Applications in Heterogeneous Networks”, IEEE ICCCN, 2016.
Lei Zhang, Cong Zhang, Jiangchuan Liu, Xiaowen Chu, Ke Xu, Haiyang Wang, Yong Jiang. “Power-Aware Wireless Transmission for Computation Offloading in Mobile Cloud”, IEEE ICCCN, 2016.
Qingfang Liu, Ke Xu, Haiyang Wang, Lei Xu. “Modeling Multi-path TCP Throughput with Coupled Congestion Control and Flow Control”, ACM MSWiM, 2015.
Yifeng Zhong, Ke Xu, Xiang-Yang Li, Hui Su, Qingyang Xiao. “ESTRA: Incentivizing Storage Trading for Edge Caching in Mobile Content Delivery”, IEEE GLOBECOM, 2015. (Best Paper Award)
Yi Qu, Ke Xu, Haiyang Wang, Dan Wang, Bo Wu. “Lifetime Maximization in Rechargeable Wireless Sensor Networks with Charging Interference”, IEEE IPCCC, 2015.
Menghan Li, Dan Pei, Xiaoping Zhang, Beichuang Zhang, Ke Xu. “NDN Live Video Broadcasting over Wireless LAN”, IEEE ICCCN, 2015.
Meng Shen, Ke Xu, Fan Li, Kun Yang, Liehuang Zhu, Lei Guan, “Elastic and Efficient Virtual Network Provisioning for Cloud-Based Multi-Tier Applications”, IEEE ICPP, 2015.
Lei Xu, Ke Xu, Yong Jiang, Fengyuan Ren, Haiyang Wang, “Enhancing TCP Incast Congestion Control Over Large-scale Datacenter Networks”, IEEE/ACM IWQoS, 2015.
Yuchao Zhang, Ke Xu, Haiyang Wang, Jiangchuan Liu, Yifeng Zhong, Wenlong Chen, “Performance and Incentive of Teamwork-based Channel Allocation in Spectrum Access Networks”, IEEE IWQoS, 2015.
Haitao Li, Yanfang Le, Feng Wang, Jiangchuan Liu, Ke Xu, “SNACS: Social Network-Aware Cloud Assistance for Online Propagated Video Sharing”, IEEE CLOUD, 2015.
Li Li, Ke Xu, Dan Wang, Chunyi Peng, Qingyang Xiao, Rashid Mijumbi, “A Measurement Study on the TCP Behaviors in HSPA+ Networks on High-speed Rails”, IEEE INFOCOM, 2015.
Yudong Zhao, Ke Xu, Rashid Mijumbi, Meng Shen. “Design and Evaluation of a Policy-Based Security Routing and Switching System for Data Interception Attacks.”BigCom 2015
Yuchao Zhang, Ke Xu, Haiyang Wang, Meng Shen. “Towards shorter task completion time in datacenter networks”, IPCCC, 2015.
Meng Shen, Lixin Gao, Ke Xu, Liehuang Zhu, “Achieving Bandwidth Guarantees in Multi-tenant Cloud Networks Using A Dual-Hose Model”, IEEE IPCCC 2014.
Ke Xu, Yuchao Zhang, Xuelin Shi, Haiyang Wang, Yong Wang, Meng Shen, “Online Combinatorial Double Auction for Mobile Cloud Computing Markets”, IEEE IPCCC 2014.
Qingyang Xiao, Ke Xu, Dan Wang, Li Li, Yifeng Zhong, “TCP Performance over Mobile Networks in High-speed Mobility Scenarios”, IEEE ICNP 2014.
Meng Shen, Ke Xu, Kun Yang, Hsiao-Hwa Chen, “Towards Efficient Virtual Network Embedding Across Multiple Network Domains”, IEEE/ACM IWQoS 2014.
Haiyang Wang, Jiangchuan Liu, Ke Xu, “On Incentive of Customer-Provided Resource Sharing in Cloud”, IEEE ICC 2014.
Haitao Li, Haiyang Wang, Jiangchuan Liu, Ke Xu, “Video Requests from Online Social Networks: Characterization, Analysis and Generation”, IEEE INFOCOM 2013.
Haitao Li, Xiaoqiang Ma, Feng Wang, Jiangchuan Liu, Ke Xu, “On Popularity Prediction of Videos Shared in Online Social Networks”, ACM International Conference on Information & Knowledge Management (CIKM), 2013: 169-178.
Guangwu Hu, Ke Xu, Jianping Wu, “SuperFlow: A Reliable, Controllable, Manageable and Scalable Architecture for Large-scale Enterprise Networks”, IEEE HPCC 2013.
Ke Xu, Min Zhu, Ning Wang, Song Lin, Haiyang Wang, Tong Li, “The 2ACT Model-based Evaluation for In-network Caching Mechanism”, The IEEE symposium on Computers and Communications (ISCC), 2013.
Haitao Li, Haiyang Wang, Jiangchuan Liu, Ke Xu, “Video Sharing in Online Social Networks: Measurement and Analysis”, ACM NOSSDAV 2012.
Zhen Ma, Ke Xu, Yifeng Zhong, “Exploring the Policy Selection of P2P VoD System-A Simulation based Research”, IEEE/ACM IWQoS 2012.
Meng Shen, Hongying Liu, Ke Xu, Ning Wang, Yifeng Zhong, “Routing on Demand: Toward the Energy-aware Traffic Engineering with OSPF”, IFIP/TC6 Networking, 2012: 232-246.
Haiyang Wang, Feng Wang, Jiangchuan Liu, Ke Xu, “Enhancing Efficiency for Peer-to-Peer Traffic Locality: Measurement, Design and Future Trends”, IFIP/TC6 Networking, 2012.
Ke Xu, Hongying Liu, Jiangchuan Liu, Meng Shen, “One More Weight is Enough: Toward the Optimal Traffic Engineering with OSPF”, IEEE ICDCS 2011.
Ke Xu, Meng Shen, Mingjiang Ye, “A Model Approach to Estimate Peer-to-Peer Traffic Matrices”, IEEE INFOCOM 2011.
Ke Xu, Haitao Li, Jiangchuan Liu, Wei Zhu, Wenyu Wang, “PPVA: A Universal and Transparent Peer-to-Peer Accelerator for Interactive Online Video Sharing”, IEEE IWQoS 2010.
Haiyang Wang, Jiangchuan Liu, Bo Chen, Ke Xu, Zhen Ma, “On Tracker Selection for Peer-to-Peer Traffic Locality”, IEEE P2P, 2010.
Haitao Li, Ke Xu, James Seng, Po Hu, “Towards health of replication in large-scale P2P-VoD systems”, IEEE IPCCC 2009.
Ke Xu, Xiaowei Ma, Chunyu Liu, “A Hash Tree Based Authentication Scheme in SIP Applications”, IEEE ICC 2008.
Ke Xu, Minpeng Qi, Haitao Li, Peng Yang, Hui Deng, “A Novel Interfacing Solution to Make IKEv2 Work in MIPv6 Environment”, IEEE ICC 2008.
Ke Xu, Yahui Yang, Tao Chen, “Improving BitTorrent Network’s Performance via Deploying Helpers”, IEEE/IFIP International Conference on Embedded and Ubiquitous Computing (EUC), 2008.
Ke Xu, Jiangchuang Liu, Lizheng Fu, Chunyu Liu, “On the Stability of Application-layer Multicast Tree”, ISCIS 2006, LNCS 4263 2006.

4. 中文期刊(Chinese Journal)

徐松松, 过晓冰, 徐恪. “可验证布隆过滤器: 加速区块链中的不存在查询与证明”, 中国科学：信息科学, 1-20, 2023.
李彤, 郑凯, 徐恪. “传输控制中的确认机制研究”, 软件学报, 1-29, 2023.
冯学伟, 徐恪, 李琦, 杨宇翔, 朱敏, 付松涛. “轻量级链式验证的网络传输层安全性增强方法”, 软件学报, 1-19, 2023.
周广猛, 姚苏, 李琳, 刘昕, 徐恪. “基于区块链的数字内容生态价值链构建”. 中国科学 (信息科学), 51(9), 1559-1574, 2021.
徐恪, 付松涛, 李琦, 刘冰洋, 江伟玉, 吴波, 冯学伟. “互联网内生安全体系结构研究进展”, 计算机学报, 2020.
徐恪, 凌思通, 李琦, 吴波, 沈蒙, 张智超, 姚苏, 刘昕, 李琳. “基于区块链的网络安全体系结构与关键技术研究进展”, 计算机学报, 2020, 43(15): 1-30.
沈蒙, 张杰, 祝烈煌, 徐恪, 张开翔, 唐湘云. “面向征信数据安全共享的SVM训练机制”, 计算机学报, 2020.
杜鑫乐, 徐恪, 李彤, 郑凯, 付松涛, 沈蒙. “数据中心网络的流量控制: 研究现状与趋势”, 计算机学报, 2020, 43(17): 1-23.
徐恪, 吴波, 沈蒙. “区块链: 描绘物联网安全新愿景”, 中兴通讯技术, 2018, 24(6): 52-55.
李挥, 邬江兴, 邢凯轩, 伊鹏, 陈世胜, 梁伟，徐恪等. (2019). “多边共管的多模态网络标识域名生成管理解析原型系统”. 中国科学：信息科学, 2019.
葛志诚, 徐恪, 陈靓, 李彤, 姚龙, 沈蒙. “一种移动内容分发网络的分层协同缓存机制”, 计算机学报, 2018, 41(12): 2769-2786.
徐磊, 徐恪. “范式路由器: 规范路由器数据层的动态行为”, 清华大学学报（自然科学版）, 2018, 58(8): 693-697.
朱亮, 徐恪, 冯梅. “互联网动态地址命名与解析服务”, 电子学报, 2018, 46(5): 1089-1094.
苏辉, 谭崎, 赵乙, 徐恪. “移动补贴市场运营商定价策略与收益分配”, 清华学报（自然科学版）, 2018, 58(1): 8-13.
徐恪, 姚文兵. “赛博智能经济与区块链”. 广东工业大学学报, 35(03), 1-9, 2018.
王晓亮, 徐恪, 杨铮, 葛志诚. “TinyLoc: 一种面向能耗受限的可穿戴设备的室内定位算法”, 计算机学报, 2017, 40(8): 1813-1828.
徐恪, 赵玉东, 陈文龙, 沈蒙. “防御数据窃听攻击的路由交换范式体系”, 计算机学报, 2017, 40(7): 1649-1663.
毛博, 徐恪, 金跃辉, 王晓亮. “DeepHome: 一种基于深度学习的智能家居管控模型”, 计算机学报, 2017,40(8): 1-15.
张欣欣, 徐恪, 钟宜峰, 苏辉. “网络服务提供商合作行为的演化博弈分析”, 浙江大学学报（工学版）, 2017, 51(6): 1214-1224.
朱亮, 徐恪, 徐磊. “一种形式化的互联网地址机制通用框架”, 计算机研究与发展, 2017, 54(5): 940-951.
朱亮, 徐恪. “互联网通用地址体系框架”, 西安交通大学学报, 2017, 51(2): 6-12.
陶建华, 刘瑞挺, 徐恪, 韩伟力, 张华平, 于剑, 田丰, 梁晓辉. “中国计算机发展简史”. 科技导报, 34(14), 12-21, 2016.
宛考, 罗雪峰, 江勇, 徐恪. “软件定义网络系统中面向流的调度算法”. 计算机学报, 39(6): 1208-1223, 2016.
徐恪, 杨帆, 吴波. “保证源和路径真实性的转发验证机制”, 中国计算机学会通讯, 12(5):14-19, 2016.
李贺武, 吴茜, 徐恪, 吴建平, 杨增印, 江卓, 朱亮. “天地一体化网络研究进展与趋势”, 科技导报, 34(14): 95-106, 2016.
陶建华, 刘瑞挺, 徐恪, 韩伟力, 张华平, 于剑, 田丰, 梁晓辉. “中国计算机发展简史”, 科技导报, 34(14): 12-21, 2016.
苏辉, 徐恪, 沈蒙, 王勇, 钟宜峰, 李彤. “互联网流量补贴模型研究与实例分析”, 计算机研究与发展, 53(4): 861-872, 2016.
徐恪, 沈蒙, 陈文龙. “基于路由交换范式构建安全可信网络”, 中国计算机学会通讯, 11(1): 29-35, 2015.

5. Books

Ke Xu, Yifeng Zhong, Huan He, Internet Resource Pricing Models. Springer, 2013.
Yuchao Zhang, Ke Xu, Network Management in Cloud and Edge Computing. Springer, 2020.

6. Technical Reports

“Large Model Security Practices”, White paper, 2024.
Ke Xu, Yuchao Zhang, Xuelin Shi, Haiyang Wang, Yong Wang, Meng Shen, “Online Combinatorial Double Auction for Mobile Cloud Computing Markets”, 2014.
Meng Shen, Lixin Gao, Ke Xu, Liehuang Zhu, “Supplementary File of the IEEE IPCCC Submission”, 2014.