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Nuowen Kan
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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
702021
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
482019
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
292021
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
242022
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
242020
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
122018
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
92019
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
22019
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
12023
Task-Adapted Learnable Embedded Quantization for Scalable Human-Machine Image Compression
S Li, S Ma, W Dai, N Kan, F Cheng, C Li, J Zou, H Xiong
IEEE Transactions on Circuits and Systems for Video Technology, 2025
2025
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
Proceedings of the 32nd ACM International Conference on Multimedia, 3695-3703, 2024
2024
Improving Generalization in Federated Learning with Model-Data Mutual Information Regularization: A Posterior Inference Approach
H Zhang, C Li, N Kan, Z Zheng, W Dai, J Zou, H Xiong
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
2024
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
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