| RAPT360: Reinforcement learning-based rate adaptation for 360-degree video streaming with adaptive prediction and tiling N Kan, J Zou, C Li, W Dai, H Xiong IEEE Transactions on Circuits and Systems for Video Technology 32 (3), 1607-1623, 2021 | 57 | 2021 |
| Deep reinforcement learning-based rate adaptation for adaptive 360-degree video streaming N Kan, J Zou, K Tang, C Li, N Liu, H Xiong ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 45 | 2019 |
| Uncertainty-aware robust adaptive video streaming with bayesian neural network and model predictive control N Kan, C Li, C Yang, W Dai, J Zou, H Xiong Proceedings of the 31st ACM Workshop on Network and Operating Systems …, 2021 | 25 | 2021 |
| Multi-user adaptive video delivery over wireless networks: A physical layer resource-aware deep reinforcement learning approach K Tang, N Kan, J Zou, C Li, X Fu, M Hong, H Xiong IEEE Transactions on Circuits and Systems for Video Technology 31 (2), 798-815, 2020 | 22 | 2020 |
| Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning N Kan, Y Jiang, C Li, W Dai, J Zou, H Xiong Proceedings of the 30th ACM International Conference on Multimedia, 3006-3016, 2022 | 15 | 2022 |
| Server-side rate adaptation for multi-user 360-degree video streaming C Liu, N Kan, J Zou, Q Yang, H Xiong 2018 25th IEEE International Conference on Image Processing (ICIP), 3264-3268, 2018 | 12 | 2018 |
| A server-side optimized hybrid multicast-unicast strategy for multi-user adaptive 360-degree video streaming N Kan, C Liu, J Zou, C Li, H Xiong 2019 IEEE International Conference on Image Processing (ICIP), 141-145, 2019 | 9 | 2019 |
| Multiuser video streaming rate adaptation: A physical layer resource-aware deep reinforcement learning approach K Tang, N Kan, J Zou, X Fu, M Hong, H Xiong 2019 IEEE Visual Communications and Image Processing (VCIP), 1-4, 2019 | 2 | 2019 |
| Task-Oriented Multi-Bitstream Optimization for Image Compression and Transmission via Optimal Transport S Yan, N Kan, C Li, W Dai, J Zou, H Xiong ACM Multimedia, 2024 | | 2024 |
| Doubly robust augmented transfer for meta-reinforcement learning Y Jiang, N Kan, C Li, W Dai, J Zou, H Xiong Advances in Neural Information Processing Systems 36, 77002-77012, 2023 | | 2023 |
| Successor Feature-Based Transfer Reinforcement Learning for Video Rate Adaptation with Heterogeneous QoE Preferences K Tang, N Kan, Y Jiang, C Li, W Dai, J Zou, H Xiong IEEE Transactions on Multimedia, 2023 | | 2023 |
