| Two-stream federated learning: Reduce the communication costs X Yao, C Huang, L Sun 2018 IEEE Visual Communications and Image Processing (VCIP), 1-4, 2018 | 121 | 2018 |
| Towards faster and better federated learning: A feature fusion approach X Yao, T Huang, C Wu, R Zhang, L Sun 2019 IEEE International Conference on Image Processing (ICIP), 175-179, 2019 | 98 | 2019 |
| Federated learning with unbiased gradient aggregation and controllable meta updating X Yao, T Huang, RX Zhang, R Li, L Sun arXiv preprint arXiv:1910.08234, 2019 | 85 | 2019 |
| Comyco: Quality-aware adaptive video streaming via imitation learning T Huang, C Zhou, RX Zhang, C Wu, X Yao, L Sun Proceedings of the 27th ACM international conference on multimedia, 429-437, 2019 | 77 | 2019 |
| Continual Local Training For Better Initialization Of Federated Models X Yao, L Sun 2020 IEEE International Conference on Image Processing (ICIP), 1736-1740, 2020 | 65 | 2020 |
| Stick: A harmonious fusion of buffer-based and learning-based approach for adaptive streaming T Huang, C Zhou, RX Zhang, C Wu, X Yao, L Sun IEEE INFOCOM 2020-IEEE Conference on Computer Communications, 1967-1976, 2020 | 49 | 2020 |
| Federated learning with additional mechanisms on clients to reduce communication costs X Yao, T Huang, C Wu, RX Zhang, L Sun arXiv preprint arXiv:1908.05891, 2019 | 46 | 2019 |
| Quality-aware neural adaptive video streaming with lifelong imitation learning T Huang, C Zhou, X Yao, RX Zhang, C Wu, B Yu, L Sun IEEE Journal on Selected Areas in Communications 38 (10), 2324-2342, 2020 | 39 | 2020 |
| FedSCR: Structure-based communication reduction for federated learning X Wu, X Yao, CL Wang IEEE Transactions on Parallel and Distributed Systems 32 (7), 1565-1577, 2020 | 38 | 2020 |
| Enhancing the crowdsourced live streaming: A deep reinforcement learning approach RX Zhang, T Huang, M Ma, H Pang, X Yao, C Wu, L Sun Proceedings of the 29th ACM Workshop on Network and Operating Systems …, 2019 | 26 | 2019 |
| Tiyuntsong: A self-play reinforcement learning approach for ABR video streaming T Huang, X Yao, C Wu, RX Zhang, Z Pang, L Sun 2019 IEEE International Conference on Multimedia and Expo (ICME), 1678-1683, 2019 | 24 | 2019 |
| Adversarial feature alignment: Avoid catastrophic forgetting in incremental task lifelong learning X Yao, T Huang, C Wu, RX Zhang, L Sun Neural computation 31 (11), 2266-2291, 2019 | 20 | 2019 |
| Livesmart: A qos-guaranteed cost-minimum framework of viewer scheduling for crowdsourced live streaming RX Zhang, M Ma, T Huang, H Pang, X Yao, C Wu, J Liu, L Sun Proceedings of the 27th ACM International Conference on Multimedia, 420-428, 2019 | 20 | 2019 |
| Simpo: A scalable in-memory persistent object framework using nvram for reliable big data computing M Zhang, KT Lam, X Yao, CL Wang ACM Transactions on Architecture and Code Optimization (TACO) 15 (1), 1-28, 2018 | 11 | 2018 |
| Probabilistic consistency guarantee in partial quorum-based data store X Yao, CL Wang IEEE Transactions on Parallel and Distributed Systems 31 (8), 1815-1827, 2020 | 10 | 2020 |
| Ec-shuffle: Dynamic erasure coding optimization for efficient and reliable shuffle in spark X Yao, CL Wang, M Zhang 2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2019 | 5 | 2019 |
| A practical learning-based approach for viewer scheduling in the crowdsourced live streaming RX Zhang, M Ma, T Huang, H Pang, X Yao, C Wu, L Sun ACM Transactions on Multimedia Computing, Communications, and Applications …, 2020 | 4 | 2020 |
| Being more effective and interpretable: Bridging the gap between heuristics and AI for ABR algorithms T Huang, RX Zhang, X Yao, C Wu, L Sun Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 12-14, 2019 | 4 | 2019 |
| Evaluating actors' promotion behaviors for tv series on social networks Y Yan, L Sun, X Yao Proceedings of the International Conference on Internet Multimedia Computing …, 2016 | 3 | 2016 |
| Generalizing rate control strategies for realtime video streaming via learning from deep learning T Huang, RX Zhang, C Wu, X Yao, C Zhou, B Yu, L Sun Proceedings of the 1st ACM International Conference on Multimedia in Asia, 1-6, 2019 | 2 | 2019 |
Tianchi HuangSonyVerified email at sony.com
