| FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping X Cao, M Fang, J Liu, NZ Gong Proceedings of NDSS 2021, 2021 | 495 | 2021 |
| Achieving Linear Speedup with Partial Worker Participation in Non-IID Federated Learning H Yang, M Fang, J Liu Proceedings of ICLR 2021, 2021 | 249 | 2021 |
| Poisoning attacks to graph-based recommender systems M Fang, G Yang, NZ Gong, J Liu Proceedings of the 34th annual computer security applications conference …, 2018 | 230 | 2018 |
| How to correctly use the protocol interference model for multi-hop wireless networks Y Shi, YT Hou, J Liu, S Kompella Proceedings of the tenth ACM international symposium on Mobile ad hoc …, 2009 | 177 | 2009 |
| Combinatorial sleeping bandits with fairness constraints F Li, J Liu, B Ji IEEE Transactions on Network Science and Engineering 7 (3), 1799-1813, 2019 | 173 | 2019 |
| Influence function based data poisoning attacks to top-n recommender systems M Fang, NZ Gong, J Liu Proceedings of ACM The Web Conference (WWW) 2020, 3019-3025, 2020 | 154 | 2020 |
| Femtocell Base Station Deployment in Commercial Buildings: A Global Optimization Approach J Liu, T Kou, Q Chen, HD Sherali IEEE Journal on Selected Areas in Communications 30 (3), 652-663, 2012 | 75 | 2012 |
| Bridging the Gap between Protocol and Physical Models for Wireless Networks Y Shi, YT Hou, J Liu, S Kompella IEEE Transactions on Mobile Computing 12 (7), 1404-1416, 2012 | 73 | 2012 |
| Optimal Power Allocation in Multi-Relay MIMO Cooperative Networks: Theory and Algorithms J Liu, NB Shroff, HD Sherali IEEE Journal on Selected Areas in Communications 30 (2), 331-340, 2012 | 71 | 2012 |
| Anarchic Federated Learning H Yang, X Zhang, P Khanduri, J Liu Proc. ICML 2022, 2022 | 64 | 2022 |
| Stem: A stochastic two-sided momentum algorithm achieving near-optimal sample and communication complexities for federated learning P Khanduri, P Sharma, H Yang, M Hong, J Liu, K Rajawat, P Varshney Advances in Neural Information Processing Systems 34, 6050-6061, 2021 | 60 | 2021 |
| Heavy-ball: A new approach to tame delay and convergence in wireless network optimization J Liu, A Eryilmaz, NB Shroff, ES Bentley IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer …, 2016 | 60 | 2016 |
| Is network coding always good for cooperative communications? S Sharma, Y Shi, J Liu, YT Hou, S Kompella 2010 Proceedings IEEE INFOCOM, 1-9, 2010 | 60 | 2010 |
| Network Coding in Cooperative Communications: Friend or Foe? S Sharma, Y Shi, J Liu, YT Hou, S Kompella, SF Midkiff IEEE Transactions on Mobile Computing 11 (7), 1073-1085, 2012 | 59 | 2012 |
| Cross-layer optimization for mimo-based wireless ad hoc networks: Routing, power allocation, and bandwidth allocation J Liu, YT Hou, Y Shi, HD Sherali IEEE Journal on Selected Areas in Communications 26 (6), 913-926, 2008 | 55 | 2008 |
| Multi-armed bandits with local differential privacy W Ren, X Zhou, J Liu, NB Shroff arXiv preprint arXiv:2007.03121, 2020 | 49 | 2020 |
| Byzantine-resilient stochastic gradient descent for distributed learning: A lipschitz-inspired coordinate-wise median approach H Yang, X Zhang, M Fang, J Liu 2019 IEEE 58th Conference on Decision and Control (CDC), 5832-5837, 2019 | 43 | 2019 |
| Algorithm design for femtocell base station placement in commercial building environments J Liu, Q Chen, HD Sherali 2012 Proceedings IEEE INFOCOM, 2951-2955, 2012 | 41 | 2012 |
| A tractable and accurate cross-layer model for multi-hop MIMO networks J Liu, Y Shi, YT Hou 2010 Proceedings IEEE INFOCOM, 1-9, 2010 | 41 | 2010 |
| Data Poisoning Attacks and Defenses to Crowdsourcing Systems M Fang, M Sun, Q Li, NZ Gong, J Tian, J Liu Proceedings of ACM TheWebConf (WWW) 2021, 2021 | 40 | 2021 |
Thomas HouBradley Distinguished Professor, IEEE Fellow, Virginia Tech, USA在 vt.edu 的电子邮件经过验证
