研究亮点 (Research Highlights)：
1.) Eitan Altman, Rachid El-azouzi, Daniel Sadoc Menasche, Yuedong Xu, "Forever Young: Aging Control for Smartphones in Hybrid Networks", Proc. of ACM Mobihoc 2019 ) 本文最初发布于Arxiv-2010，有可能是 Age of Information 方向的最早论文之一。
2) 学术大数据分享与查询系统 www.datahub.pub (网站正在迁移中)
致力于解决学术大数据 难以寻找、难以下载、难以使用、难以分享 的困难。
Recent Journal/Conference Papers (^ indicate students under my supervision)
论文的大致方向：[SMG] Stochastic Modeling and Game; [DML] Distributed Machine Learning networks; [MMN] Multimedia Networking.
Technical Reports:
T1) [SMG] Yuedong Xu, Yifan Zhou^, Yifan Mao^, Xu Chen, "Can Early Joining Participants Contribute More?– Timeliness Sensitive Incentivization for Crowdsensing", Technical Report. (link)
T2) [SMG] Yuedong Xu, John C.S. Lui, "Multi-dimensional Network Security Game: How do attacker and defender battle on parallel targets?", Technical Report, 2014. (link)
T3) [DML] Xuanjie Li^, Yuedong Xu*, Hui Wang, Xin Wang, John C.S. Lui, "Decentralized Stochastic Proximal Gradient Descent with Variance Reduction over Time-varying Networks", Technical Report. (link)
2024年
1. [SMG] Xutong Liu, Jinhang Zuo, Junkai Wang, Zhiyong Wang, Yuedong Xu*, John C.S. Lui, "Learning Context-Aware Probabilistic Maximum Coverage Bandits: A Variance-Adaptive Approach", IEEE Infocom 2024. (CCF A类)
2. [DML] Min Wen^, Chengchang Liu, Yuedong Xu*, "Communication Efficient Distributed Newton Method over Unreliable Networks", AAAI 2024. (CCF A类)
3. [DML] Zeqin Wang^, Qingyang Duan^, Yuedong Xu*, "An Efficient Bandwidth-Adaptive Gradient Compression Algorithm for Distributed Training of Deep Neural Networks ", Journal of Systems Architecture, 2024. (CCF B类)
4. [SMG] Ying Zheng^, Lei Jiao*, Yuedong Xu*, Bo An, Xin Wang, Zongpeng Li, "Scheduling Generative-AI Job DAGs with Model Serving in Data Centers", Proc. of IEEE IWQoS 2024. (CCF B类)
5. [SMG] Ying Zheng^, Lei Jiao*, Yuedong Xu*, Zongpeng Li, Xin Wang, et al. "Online Scheduling and Pricing for Multi-LoRA Fine-Tuning Tasks", Proc. of ACM ICPP 2024. (CCF B类)
6. [DML] Haoyu Chen, Jin Zhao, Yuedong Xu, Xin Wang. "Gradient Free Personalized Federated Learning", Proc. of ACM ICPP 2024. (CCF B类)
7 [DML] Zhiyi Yao^, Bowen Ding^, Qianlan Bai^, Yuedong Xu*, "Minerva: Decentralized Collaborative Query Processing over InterPlanetary File System", IEEE Trans. Big Data, 2024. (CCF C类)
8. [MMN] Wenqi Pan, Chenhao Wang, Yuedong Xu, Jun Wu, "An eBPF-empowered Congestion Control System with Delay Requirements", IEEE Conf. Systems, Man and Cybernetes, 2024. (CCF C类)
9. [MMN] Xiangxiang DAI, Zeyu Zhang, Peng Yang, Yuedong Xu, Xutong Liu, John C.S. Lui, "AxiomVision: Accuracy-Guaranteed Adaptive Visual Model Selection for Perspective-Aware Video Analytics", Proc. of ACM Multimedia (CCF A类)
10. [SMG] Yuqing Yang, Lei Jiao, Yuedong Xu*, "A Queueing Theoretic Perspective on Low-Latency LLM Inference with Variable Token Length", Proc. of WiOpt 2024.
2023年
1. [DML] Wenqi Pan^, Yuedong Xu*, Shaoteng Liu, "Making TCP BBR Pacing Adaptive with Domain Knowledge Assisted Reinforcement Learning", IEEE Trans. Network Science and Engineering.
2. [DML] Qingyang Duan^, Chao Peng^, Zeqin Wang^, Yuedong Xu*, Shaoteng Liu, John C.S. Lui, "Accelerating Distributed DNN Training via Transport Layer Scheduling", IEEE Trans. Parallel and Distributed Systems. (CCF A类)
3. [SMG] Qianlan Bai^, Yuedong Xu*, Nianyi Liu, Xin Wang, "Blockchain Mining with Multiple Selfish Miners", IEEE Trans. Information Forensics & Security. (CCF A类)
4. [DML] Zeqin Wang^, Min Wen^, Yuedong Xu*, Jessie Hui Wang, Yipeng Zhou, Liang Zhang, "Communication Compression Techniques in Distributed Deep Learning: A Survey", Journal of Systems Architecture. (CCF B类)
2022年
1. [SMG] Chao Xu , Jessie Hui Wang , Jilong Wang , Tao Yu , Yipeng Zhou , Yuedong Xu, Di Wu , Changqing An, "Offloading Elastic Transfers to Opportunistic Vehicular Networks Based on Imperfect Trajectory Prediction", IEEE/ACM Trans. Networking. (CCF A类)
2021年
1. [SMG] Simiao Jiao^, Zihui Xue^, Xiaowei Chen, Yuedong Xu*, "Sampling Graphlets of Multi-layer Networks: A Restricted Random Walk Approach", ACM Trans. The WEB. (CCF B类)
2. Lei Wang, Weixi Mao, Jin Zhao, Yuedong Xu, "DDQP: A Double Deep Q-Learning Approach to Online Fault-Tolerant SFC Placement", IEEE Trans. Network Service and Management.
3. [MMN] Zhe Chen^, Xu Zhang^, Sulei Wang^, Yuedong Xu*, Jie Xiong, Xin Wang, "Enabling Practical Large-Scale MIMO in WLANs With Hybrid Beamforming", IEEE/ACM Trans. Networking, 2021. (CCF A类)
4. [MMN] Zhihao Gu^, Taiwei He^, Junwei Yin^, Yuedong Xu*, Jun Wu, "TyrLoc: A Low-cost Multi-technology MIMO Localization System with A Single RF Chain", Proc. of ACM Mobisys 2021. (CCF B类、网络领域顶会之一)
5. Qianlan Bai^, Chao Zhang^, Nianyi Liu^, Xiaowei Chen, Yuedong Xu*, Xin Wang, "Evolution of Transaction Pattern in Ethereum: A Temporal Graph Perspective", IEEE Trans. Computational Social Systems, 2021.
6. [DML] Juncai Liu, Jessie Hui Wang, Chenghao Rong, Yuedong Xu, Tao Yu, Jilong Wang, "FedPA: An adaptively partial model aggregation strategy in Federated Learning", Elsevier Computer Networks. (CCF B类)
7. [MMN] Ying Zheng^, Lixiang Lin^, Tianqi Zhang^, Haoyu Chen^, Qingyang Duan^, Yuedong Xu*, Xin Wang, "Enabling Robust DRL-driven Networking Systems via Teacher-Student Learning", IEEE JSAC 2021. (CCF A类)
8. [MMN] Laizhong Cui, Erchao Ni, Yipeng Zhou, Zhi Wang, Lei Zhang, Jiangchuan Liu, Yuedong Xu, "Towards Real-Time Video Caching at Edge Servers: A Cost-Aware Deep Q-Learning Solution", IEEE Trans. Multimedia, 2022. (CCF B类)
9. [DML] Qingyang Duan^, Zeqin Wang^, Yuedong Xu*, Shaoteng Liu, Jun Wu, "Mercury: A Simple Transport Layer Scheduler to Accelerate Distributed DNN Training", Proc. of IEEE Infocom 2022. (CCF A类)
2020年
1. Qianlan Bai^, Chao Zhang^, Yuedong Xu*, Xiaowei Chen, Xin Wang, "Evolution of Ethereum: A Temporal Graph Perspective", Proc. of IFIP Networking 2020, Poster. [link]
2. Weixi Mao, Lei Wang, Jin Zhao, Yuedong Xu, "Online Fault-tolerant VNF Chain Placement: A Deep Reinforcement Learning Approach", Proc. of IFIP Networking 2020.
3. Xinyu You^, Xuanjie Li^, Yuedong Xu*, Hui Feng, Jin Zhao, Huaicheng Yan, "Toward Packet Routing with Fully-distributed Multi-agent Deep Reinforcement Learning", IEEE Trans. Systems, Man, and Cybernetics: Systems. (SCI 1区)
4. Zhihui Gao^, Yunfan Gao^, Sulei Wang^, Dan Li, Yuedong Xu*, "CRISLoc: Reconstructable CSI Fingerprintingfor Indoor Smartphone Localization", accepted to IEEE Internet of Things Journal. [link] (SCI 1区)
5. 郑莹^、段庆洋^、林利祥^、游新宇^、徐跃东、王新, "深度强化学习在典型网络系统中的应用综述", 无线电通信技术(邀请), 2020。
6. [MMN] Ying Zheng^, Haoyu Chen^, Qingyang Duan^, Lixiang Lin^, Yiyang Shao, Wei Wang, Xin Wang, Yuedong Xu*, "Leveraging Domain Knowledge for Robust Deep Reinforcement Learning in Networking", Proc. of IEEE Infocom 2021. (CCF A类)
2019年
1. [SMO] Yuedong Xu, Zhujun Xiao^, Tianyu Ni^, Hui Wang, Xin Wang and Eitan Altman, "On The Robustness of Price-Anticipating Kelly Mechanism", IEEE/ACM Trans. Networking. (CCF A类)
2. [MMN] Sulei Wang^, Zhe Chen^, Yuedong Xu*, Qiben Yan, Chongbin Xu, Xin Wang, "On User Selective Eavesdropping Attacks in MU-MIMO: CSI Forgery and Countermeasure", Proc. of IEEE Infocom 2019. (CCF A类)
3. Qianlan Bai^, Xinyan Zhou^, Xing Wang^, Yuedong Xu*, Xin Wang, Qingsheng Kong, "A Deep Dive into Blockchain Selfish Mining", Proc. of IEEE ICC 2019.
4. [SMO] Eitan Altman, Rachid El-azouzi, Daniel Sadoc Menasche, Yuedong Xu, "Forever Young: Aging Control for Smartphones in Hybrid Networks", Proc. of ACM Mobihoc 2019 (姓氏排名 (Alphabetical ranking)) 本文最初发布于Arxiv-2010，可能是 Age of Information 方向的最早论文。http://webhome.auburn.edu/~yzs0078/AoI.html (CCF B类)
5. Xinyu You^, Xuanjie Li^, Yuedong Xu*, Hui Feng and Jin Zhao, "Toward Packet Routing with Fully-distributed Multi-agent Deep Reinforcement Learning", Proc. of RAWNET'2019 Workshop, collocated with WiOpt'19. (invited paper)
6. [MMN] Zhanpeng Wu, Yipeng Zhou, Di Wu, Min Chen, Yuedong Xu, "TAMF: Towards Personalized Time-Aware Recommendation for Over-The-Top Videos", Proc. of ACM NOSSDAV 2019. (CCF B类)
7. [DML] Bowen Ding, Yuedong Xu*, "Minerva: Decentralized Collaborative Query Processing over InterPlanetary File System", Poster of APNET 2019.
8. [MMN] Xu Zhang^, Zhe Chen^, Yuedong Xu*, Xin Wang. "POM: Power-efficient multi-view video streaming over multi-antenna wireless systems," IEEE Trans. Green Communications and Networking.
9. [MMN] Zhe Chen^, Guorong Zhu^, Sulei Wang^, Yuedong Xu*, Jie Xiong, Xin Wang, Jin Zhao, Jun Luo, "M^3: Multipath Assisted Wi-Fi Localization with a Single Access Point", IEEE Transactions on Mobile Computing. (CCF A类)
2018年
1. [MMN] Lei Huang^, Bowen Ding^, Aining Wang^, Yuedong Xu*, Yipeng Zhou, Xiang Li, "User Behavior Analysis and Video Popularity Prediction on a Large-Scale VoD System", ACM Trans. Multimedia Computing Communications and Applications, 2018. (CCF B类)
2. [MMN] Yipeng Zhou, Liang Chen, Mi Jing, Zhong Ming and Yuedong Xu, "Performance Analysis of Thunder Crystal: A Crowdsourcing-based Video Distribution Platform", IEEE Trans. Circuits and Systems for Video Tech., 2018. (CCF B类)
3. Dawei Liu, Yuedong Xu and Xin Huang, "Identification of Location Spoofing in Wireless Sensor Networks in Non-Line-of-Sight Conditions", IEEE Trans. on Industrial Informatics, (IF: 6.76). (SCI 1区)
4. Sulei Wang^, Zhe Chen^, Yuedong Xu*, Xin Wang, Qingsheng Kong, "Practical User Selection with Heterogeneous Bandwidth and Antennas for MU-MIMO WLANs", IEEE Wireless Communications Letters, 2018 (IF: 3.096).
5. Ying Zheng^, Ziyu Liu^, Xinyu You^, Yuedong Xu*, Junchen Jiang, "Demystifying Deep Learning in Networking", Proc. of ACM APNet 2018.
2017年
1. [MMN] Yuedong Xu, Zhujun Xiao, Hui Feng, Tao Yang, Bo Hu and Yipeng Zhou, "Modeling Buffer Starvations of Video Streaming in Cellular Networks with Large-Scale Measurement of User Behavior". IEEE Trans. Mobile Computing, 2017. (CCF A类)
2. [MMN] Zhe Chen^, Zhongmin Li^, Guorong Zhu^, Xu Zhang^, Yuedong Xu*, Jie Xiong, Xin Wang, "AWL: Turning Spatial Aliasing From Foe to Friend for Decimeter-Level WiFi Localization", Proc. of ACM CoNEXT 2017. (accept rate: 18%, 计算机网络领域顶级会议) (CCF B类)
3. [MMN] Zhe Chen^, Xu Zhang^, Sulei Wang^, Yuedong Xu*, Jie Xiong, Xin Wang, "BUSH: Empowering Large-Scale MU-MIMO in WLANs With Hybrid Beamforming", Proc. of IEEE Infocom 2017. (accept rate: 20%, 通信作者) (CCF A类)
4. [MMN] Zhe Chen^, Xu Zhang^, Yuedong Xu*, Xin Wang, Jie Xiong and Yu Zhu, "MuVi: Multi-view Video Aware Transmission over MIMO Wireless Systems", IEEE Trans. Multimedia, 2017. (通信作者，IEEE多媒体技术委员会点评论文) (CCF B类)
5. [MMN] Lei Huang^, Bowen Ding^, Yuedong Xu* and Yipeng Zhou, "Analysis of User Behavior in a Large-Scale VoD System",Proc. of ACM NOSSDAV 2017. (通信作者). (CCF B类)
6. [MMN] Chen Zhang^, Yuedong Xu*, Yipeng Zhou and Xiaoming Fu, "On the"Familiar Stranger'' Phenomenon in a Large-scale VoD System", Proc. of NetSciCom 2017 workshop (in conjunction with IEEE Infocom 2017).
7. Weijia Chen^, Yuedong Xu* and Xiaofeng Wu, "Deep Reinforcement Learning for Multi-resource Multi-machine Job Scheduling", Proc. of IEEE ICNP 2017 , poster.
2016年
1. [MMN] Yuedong Xu, Salah Elayoubi, Eitan Altman, Rachid El-Azouzi, "Flow Level QoE for Video Streaming in Wireless Networks". IEEE Trans. Mobile Computing, 2016. (CCF A类)
2. [MMN] Zhe Chen^, Xu Zhang^, Yuedong Xu*, Xin Wang, "POM: Power efficient multi-view video streaming over multi-antenna wireless systems", Proc. of IEEE ICME 2016, pp:1-6, 2016. (oral paper 15%, 通信作者) (CCF B类)
3. [MMN] Aining Wang^, Chen Zhang^, Yuedong Xu*, "A First View on Mobile Video Popularity as Time Series", Proc. of ACM HotPOST'2016 workshop (best paper runner-up, in conjunction with ACM Mobihoc 2016).
2015年
1. [MMN] Hao Tian, Di Wu, Jian He, Yuedong Xu, Min Chen, "On Achieving Cost-Effective Adaptive Cloud Gaming in Geo-distributed Data Centers", IEEE Trans. Circuits and Systems for Video Tech., 2015. (CCF B类)
2014 年
1. [MMN] Yuedong Xu, Eitan Altman, Rachid El-Azouzi, Majed Haddad, Salah Elayoubi, Tania Jimenez, "Analysis of Buffer Starvation with Application to QoE Optimization of Streaming-like Services", IEEE Trans. Multimedia, 2014. (CCF B类)
2. [MMN] Yuedong Xu, Yipeng Zhou, Dah-ming Chiu, "Analytical QoE Models for Bit-rate Switching in Dynamic Adaptive Streaming Service", IEEE Trans. Mobile Computing, 2014. (CCF A类)
3. [MMN] Yipeng Zhou, Yuedong Xu, Shengli Zhang, "Exploring Coding Benefits in CDN Based VoD Systems", IEEE Trans. Circuits and Systems for Video Tech., 2014. (CCF B类)
4. [MMN] Yuedong Xu, John C.S. Lui, "Multi-dimensional Network Security Game: How do attacker and defender battle on parallel targets", invited to NetGcoop 2014 Conference, Italy.
2013年
1. [MMN] Yuedong Xu, Salah Elayoubi, Eitan Altman, Rachid El-Azouzi, "Impact of Flow Dynamics on QoE of Streaming Services in Wireless Networks", Proc. of IEEE Infocom 2013 (accept rate: 17%) (CCF A类)
2. [SMG] Eitan Altman, Philippe Nain, Adam Shwartz and Yuedong Xu*, "Predicting the Impact of Measures Against P2P Networks: Transient Behavior and Phase Transition", IEEE/ACM Trans. Networking, 2013. (通信作者) (CCF A类)
2012年
1. [MMN] Yuedong Xu, Eitan Altman, Rachid El-Azouzi, Majed Haddad, Salah Elayoubi, Tania Jimenez. "Probabilistic Analysis of Buffer Starvation in Markovian Queues", Proc. of IEEE Infocom 2012 (accept rate: ~18%) (CCF A类)
2. [MMN] Yuedong Xu, Eitan Altman, Rachid El-Azouzi, Salah Elayoubi, Majed Haddad, "QoE Analysis of Media Streaming in Wireless Data Networks", Proc. of IFIP Networking 2012. (accept rate: 22%)
2011年
1. [SMG] Eitan Altman, Philippe Nain, Adam Shwartz and Yuedong Xu*, "Predicting the Impact of Measures against P2P Networks on the Transient Behavior", Proc. of IEEE Infocom 2011. (accept rate 15.6%, 通信作者) (CCF A类)
2. [SMG] Eitan Altman, Arbaud Legout, Yuedong Xu, "Network Non-neutrality Debate: An Economic Analysis", Proc. of IFIP Networking 2011. (accept rate: 20%)
2010年
1. [SMG] Eitan Altman, Rachid El-Azouzi, Daniel Sadoc Menasche and Yuedong Xu, "Aging Control For Smartphones in Hybrid Networks", ACM Performance Evaluation Review, 2011, IFIP Performance 2010, (Poster).
2. [SMG] Yuedong Xu, John C.S. Lui, and Dah-ming Chiu, "On Oligopoly Spectrum Allocation Game in Cognitive Radio Networks with Capacity Constraints", Elsevier Computer Networks, 2010. (CCF B类)
2009年
1. [SMG] Yuedong Xu, John C.S. Lui, and Dah-ming Chiu, "Analysis and Scheduling of Practical Network Coding in OFDMA Relay Networks", Elsevier Computer Networks, Vol.53, No.12, 2009. (CCF B类)
2. [MMN] Yuedong Xu, John C.S. Lui, and Dah-ming Chiu, "Improving Energy Efficiency Via Probabilistic Rate Combination in 802.11 Multi-rate Wireless Networks", Elsevier Ad Hoc Networks, No.7, 2009.
3. [MMN] Yuedong Xu, Xiaoxin Wu, and John C.S. Lui, "Cross-Layer QoS Scheduling for Layered Multicast Streaming in OFDMA Wireless Networks", Springer Wireless Personal Communications, 2009.
