Recent Journal/Conference Papers (^ indicate student members in our group)
Submitted/To be submitted
- [SMG] Yuedong Xu, Yifan Zhou^, Yifan Mao^, Xu Chen, “Can Early Joining Participants Contribute More?– Timeliness Sensitive Incentivization for Crowdsensing”, Technical Report. (link)
- [SMG] Qianlan Bai^, Yuedong Xu*, Nianyi Liu^, Xin Wang, “Blockchain Mining with Multiple Selfish Miners”, Technical Report. (link)
- [SMG] Yuedong Xu, John C.S. Lui, “Multi-dimensional Network Security Game”, Technical Report, 2014. (link)
- [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)
2022
- [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.
- [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.
- [SMG] Qianlan Bai^, Yuedong Xu*, Xin Wang, “Understanding the Benefit of Being Patient in Payment Channel Networks”, IEEE Trans. Network Science and Engineering, 2022.
- 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, 2022.
2021
- [SMG] Simiao Jiao^, Zihui Xue^, Xiaowei Chen, Yuedong Xu*, “Sampling Graphlets of Multi-layer Networks: A Restricted Random Walk Approach”, ACM Trans. The WEB.
- 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.
- [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.
- [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.
- 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.
- [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.
- [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.
2020
- Qianlan Bai^, Chao Zhang^, Yuedong Xu*, Xiaowei Chen, Xin Wang, “Evolution of Ethereum: A Temporal Graph Perspective”, Proc. of IFIP Networking 2020, Poster. [link]
- Weixi Mao, Lei Wang, Jin Zhao, Yuedong Xu, “Online Fault-tolerant VNF Chain Placement: A Deep Reinforcement Learning Approach”, Proc. of IFIP Networking 2020.
- 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, 2020.
- Zhihui Gao^, Yunfan Gao^, Sulei Wang^, Dan Li, Yuedong Xu*, “CRISLoc: Reconstructable CSI Fingerprintingfor Indoor Smartphone Localization”, IEEE Internet of Things Journal. [link]
- 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.
- [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.
2019
- Yuedong Xu, Zhujun Xiao, Tianyu Ni, Jessie Hui Wang, Xin Wang, Eitan Altman. “On The Robustness of Price-anticipating Kelly Mechanism”, IEEE/ACM Trans. Networking.
- 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.
- 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, 2019.
- Qianlan Bai^, Xinyan Zhou^, Xing Wang^, Yuedong Xu*, Xin Wang, Qingsheng Kong, “A Deep Dive into Blockchain Selfish Mining”, Proc. of IEEE ICC 2019.
- Eitan Altman, Rachid El-azouzi, Daniel Sadoc Menasche, Yuedong Xu, “Forever Young: Aging Control for Smartphones in Hybrid Networks”, Proc. of ACM Mobihoc 2019.
- 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.
2018
- 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.
- 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, 2018.
- 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.
- Ying Zheng^, Ziyu Liu^, Xinyu You^, Yuedong Xu*, Junchen Jiang, “Demystifying Deep Learning in Networking”, Proc. of ACM APNet 2018.
- Ziqi Wang^, Zhihao Gu^, Junwei Yin^, Zhe Chen^ and Yuedong Xu*, “Poster: Syncope Detection in Toilet Environments using Wi-Fi Channel State Information”, Proc. of ACM Ubicomp 2018 Poster.
2017
- 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.
- 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.
- 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.
- Lei Huang^, Bowen Ding^, Yuedong Xu* and Yipeng Zhou, “Analysis of User Behavior in a Large-Scale VoD System”, Proc. of ACM NOSSDAV 2017.
- 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).
- 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.
- Weijia Chen^, Yuedong Xu* and Xiaofeng Wu, “Deep Reinforcement Learning for Multi-resource Multi-machine Job Scheduling”, https://arxiv.org/abs/1711.07440
2016
- Yuedong Xu, Salah Elayoubi, Eitan Altman, Rachid El-Azouzi, “Flow Level QoE for Video Streaming in Wireless Networks”. IEEE Trans. Mobile Computing, 2016.
- 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.
- 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).
2015
- 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.
2014
- 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.
- Yuedong Xu, Yipeng Zhou, Dah-ming Chiu, “Analytical QoE Models for Bit-rate Switching in Dynamic Adaptive Streaming Service”, IEEE Trans. Mobile Computing, 2014.
- Yipeng Zhou, Yuedong Xu, Shengli Zhang, “Exploring Coding Benefits in CDN Based VoD Systems”, IEEE Trans. Circuits and Systems for Video Tech., 2014.
- Yuedong Xu, John C.S. Lui, “Multi-dimensional Network Security Game: How do attacker and defender battle on parallel targets”, invited to NetGcoop 2014.
2013
- 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.
- 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.
2012
- 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.
- 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.
2011
- 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.
- Eitan Altman, Arbaud Legout, Yuedong Xu, “Network Non-neutrality Debate: An Economic Analysis”, Proc. of IFIP Networking 2011.
2010
- Eitan Altman, Rachid El-Azouzi, Daniel Sadoc Menasche and Yuedong Xu, “Aging Control For Smartphones in Hybrid Networks”, ACM Performance Evaluation Review, 2011, also appeared in IFIP Performance 2010.
- 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.
2009
- 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.
- 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.
- 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.