| QARC: Video quality aware rate control for real-time video streaming based on deep reinforcement learning T Huang, RX Zhang, C Zhou, L Sun Proceedings of the 26th ACM international conference on Multimedia, 1208-1216, 2018 | 132 | 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 | 116 | 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 | 108 | 2019 |
| Federated learning with unbiased gradient aggregation and controllable meta updating X Yao, T Huang, RX Zhang, R Li, L Sun NeurIPS 2019 Workshop, 2019 | 100 | 2019 |
| 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 | 64 | 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 | 54 | 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 | 51 | 2020 |
| Learning tailored adaptive bitrate algorithms to heterogeneous network conditions: A domain-specific priors and meta-reinforcement learning approach T Huang, C Zhou, RX Zhang, C Wu, L Sun IEEE Journal on Selected Areas in Communications 40 (8), 2485-2503, 2022 | 44 | 2022 |
| 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 | 31 | 2019 |
| Deep reinforced bitrate ladders for adaptive video streaming T Huang, RX Zhang, L Sun Proceedings of the 31st ACM Workshop on Network and Operating Systems …, 2021 | 29 | 2021 |
| 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 | 28 | 2019 |
| Zwei: A self-play reinforcement learning framework for video transmission services T Huang, RX Zhang, L Sun IEEE Transactions on Multimedia 24, 1350-1365, 2021 | 26 | 2021 |
| 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 | 24 | 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 | 22 | 2019 |
| Aggcast: Practical cost-effective scheduling for large-scale cloud-edge crowdsourced live streaming RX Zhang, C Yang, X Wang, T Huang, C Wu, J Liu, L Sun Proceedings of the 30th ACM International Conference on Multimedia, 3026-3034, 2022 | 17 | 2022 |
| Self-play reinforcement learning for video transmission T Huang, RX Zhang, L Sun Proceedings of the 30th ACM Workshop on Network and Operating Systems …, 2020 | 16 | 2020 |
| Deepmpc: A Mixture ABR Approach via Deep Learning And MPC T Huang, L Sun 2020 IEEE International Conference on Image Processing (ICIP), 1231-1235, 2020 | 15 | 2020 |
| Buffer Awareness Neural Adaptive Video Streaming for Avoiding Extra Buffer Consumption T Huang, C Zhou, RX Zhang, C Wu, L Sun IEEE INFOCOM 2023-IEEE Conference on Computer Communications, 2023 | 14 | 2023 |
| Leveraging QoE Heterogenity for Large-Scale Livecast Scheduling RX Zhang, M Ma, T Huang, H Li, J Liu, L Sun Proceedings of the 28th ACM International Conference on Multimedia, 3678-3686, 2020 | 13 | 2020 |
| Optimizing Adaptive Video Streaming with Human Feedback T Huang, RX Zhang, C Wu, L Sun Proceedings of the 31st ACM International Conference on Multimedia, 1707-1718, 2023 | 12 | 2023 |
Rui-Xiao Zhang (张睿霄)University of Illinois at Urbana-Champaign (UIUC)Zweryfikowany adres z illinois.edu
