| Optimizing federated learning on non-iid data with reinforcement learning H Wang, Z Kaplan, D Niu, B Li IEEE INFOCOM 2020-IEEE Conference on computer communications, 1698-1707, 2020 | 1045 | 2020 |
| Gearing resource-poor mobile devices with powerful clouds: architectures, challenges, and applications F Liu, P Shu, H Jin, L Ding, J Yu, D Niu, B Li IEEE Wireless communications 20 (3), 14-22, 2013 | 485 | 2013 |
| Quality-assured cloud bandwidth auto-scaling for video-on-demand applications D Niu, H Xu, B Li, S Zhao 2012 Proceedings IEEE INFOCOM, 460-468, 2012 | 227 | 2012 |
| FDML: A collaborative machine learning framework for distributed features Y Hu, D Niu, J Yang, S Zhou Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019 | 203 | 2019 |
| Distributed machine learning with a serverless architecture H Wang, D Niu, B Li IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 1288-1296, 2019 | 191 | 2019 |
| Pricing cloud bandwidth reservations under demand uncertainty D Niu, C Feng, B Li ACM SIGMETRICS performance evaluation review 40 (1), 151-162, 2012 | 138 | 2012 |
| Dynamic cloud resource reservation via cloud brokerage W Wang, D Niu, B Li, B Liang 2013 IEEE 33rd International Conference on Distributed Computing Systems …, 2013 | 133 | 2013 |
| Demand forecast and performance prediction in peer-assisted on-demand streaming systems D Niu, Z Liu, B Li, S Zhao 2011 Proceedings IEEE INFOCOM, 421-425, 2011 | 133 | 2011 |
| Random network coding in peer-to-peer networks: From theory to practice B Li, D Niu Proceedings of the IEEE 99 (3), 513-523, 2011 | 126 | 2011 |
| Learning to generate questions by learningwhat not to generate B Liu, M Zhao, D Niu, K Lai, Y He, H Wei, Y Xu The world wide web conference, 1106-1118, 2019 | 121 | 2019 |
| Asking questions the human way: Scalable question-answer generation from text corpus B Liu, H Wei, D Niu, H Chen, Y He Proceedings of The Web Conference 2020, 2032-2043, 2020 | 110 | 2020 |
| Meta-har: Federated representation learning for human activity recognition C Li, D Niu, B Jiang, X Zuo, J Yang Proceedings of the web conference 2021, 912-922, 2021 | 103 | 2021 |
| Android malware detection based on factorization machine C Li, K Mills, D Niu, R Zhu, H Zhang, H Kinawi IEEE Access 7, 184008-184019, 2019 | 90 | 2019 |
| RecGURU: Adversarial learning of generalized user representations for cross-domain recommendation C Li, M Zhao, H Zhang, C Yu, L Cheng, G Shu, B Kong, D Niu Proceedings of the fifteenth ACM international conference on web search and …, 2022 | 83 | 2022 |
| A theory of cloud bandwidth pricing for video-on-demand providers D Niu, C Feng, B Li 2012 Proceedings IEEE INFOCOM, 711-719, 2012 | 80 | 2012 |
| Confede: Contrastive feature decomposition for multimodal sentiment analysis J Yang, Y Yu, D Niu, W Guo, Y Xu Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | 75 | 2023 |
| Network latency estimation for personal devices: A matrix completion approach R Zhu, B Liu, D Niu, Z Li, HV Zhao IEEE/ACM Transactions on Networking 25 (2), 724-737, 2016 | 74 | 2016 |
| Matching article pairs with graphical decomposition and convolutions B Liu, D Niu, H Wei, J Lin, Y He, K Lai, Y Xu arXiv preprint arXiv:1802.07459, 2018 | 69 | 2018 |
| Delay-optimized video traffic routing in software-defined interdatacenter networks Y Liu, D Niu, B Li IEEE Transactions on Multimedia 18 (5), 865-878, 2016 | 66 | 2016 |
| Mix: Multi-channel information crossing for text matching H Chen, FX Han, D Niu, D Liu, K Lai, C Wu, Y Xu Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018 | 60 | 2018 |
Baochun LiProfessor of Electrical and Computer Engineering, University of Toronto確認したメール アドレス: ece.toronto.edu