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2020 – today
- 2024
[j3]Kexin Tang
, Nuowen Kan, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Successor Feature-Based Transfer Reinforcement Learning for Video Rate Adaptation With Heterogeneous QoE Preferences. IEEE Trans. Multim. 26: 5340-5357 (2024)- [c8]Sa Yan, Nuowen Kan, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Task-Oriented Multi-Bitstream Optimization for Image Compression and Transmission via Optimal Transport. ACM Multimedia 2024: 3695-3703 - 2023
- [c7]Yuankun Jiang, Nuowen Kan, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Doubly Robust Augmented Transfer for Meta-Reinforcement Learning. NeurIPS 2023 - 2022
- [j2]Nuowen Kan, Junni Zou, Chenglin Li, Wenrui Dai, Hongkai Xiong:
RAPT360: Reinforcement Learning-Based Rate Adaptation for 360-Degree Video Streaming With Adaptive Prediction and Tiling. IEEE Trans. Circuits Syst. Video Technol. 32(3): 1607-1623 (2022) - [c6]Nuowen Kan, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning. ACM Multimedia 2022: 3006-3016 - 2021
- [j1]Kexin Tang, Nuowen Kan, Junni Zou, Chenglin Li, Xiao Fu, Mingyi Hong, Hongkai Xiong:
Multi-User Adaptive Video Delivery Over Wireless Networks: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach. IEEE Trans. Circuits Syst. Video Technol. 31(2): 798-815 (2021) - [c5]Nuowen Kan, Chenglin Li, Caiyi Yang, Wenrui Dai, Junni Zou, Hongkai Xiong:
Uncertainty-aware robust adaptive video streaming with bayesian neural network and model predictive control. NOSSDAV 2021: 17-24
2010 – 2019
- 2019
- [c4]Nuowen Kan, Junni Zou, Kexin Tang, Chenglin Li, Ning Liu, Hongkai Xiong:
Deep Reinforcement Learning-based Rate Adaptation for Adaptive 360-Degree Video Streaming. ICASSP 2019: 4030-4034 - [c3]Nuowen Kan, Chengming Liu, Junni Zou, Chenglin Li, Hongkai Xiong:
A Server-Side Optimized Hybrid Multicast-Unicast Strategy for Multi-User Adaptive 360-Degree Video Streaming. ICIP 2019: 141-145 - [c2]Kexin Tang, Nuowen Kan, Junni Zou, Xiao Fu, Mingyi Hong, Hongkai Xiong:
Multiuser Video Streaming Rate Adaptation: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach. VCIP 2019: 1-4 - [i1]Kexin Tang, Nuowen Kan, Junni Zou, Xiao Fu, Mingyi Hong, Hongkai Xiong:
Multiuser Video Streaming Rate Adaptation: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach. CoRR abs/1902.00637 (2019) - 2018
- [c1]Chengming Liu, Nuowen Kan, Junni Zou, Qin Yang, Hongkai Xiong:
Server-Side Rate Adaptation for Multi-User 360-Degree Video Streaming. ICIP 2018: 3264-3268
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