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Xin Yao 0003
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Publications
- 2020
- [j5]Tianchi Huang, Chao Zhou, Xin Yao, Rui-Xiao Zhang, Chenglei Wu, Bing Yu, Lifeng Sun:
Quality-Aware Neural Adaptive Video Streaming With Lifelong Imitation Learning. IEEE J. Sel. Areas Commun. 38(10): 2324-2342 (2020) - [j4]Rui-Xiao Zhang, Ming Ma, Tianchi Huang, Haitian Pang, Xin Yao, Chenglei Wu, Lifeng Sun:
A Practical Learning-based Approach for Viewer Scheduling in the Crowdsourced Live Streaming. ACM Trans. Multim. Comput. Commun. Appl. 16(2s): 67:1-67:22 (2020) - [c12]Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Lifeng Sun:
Stick: A Harmonious Fusion of Buffer-based and Learning-based Approach for Adaptive Streaming. INFOCOM 2020: 1967-1976 - 2019
- [j3]Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun:
Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning. Neural Comput. 31(11): 2266-2291 (2019) - [c11]Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun:
Towards Faster and Better Federated Learning: A Feature Fusion Approach. ICIP 2019: 175-179 - [c10]Tianchi Huang, Xin Yao, Chenglei Wu, Rui-Xiao Zhang, Zhengyuan Pang, Lifeng Sun:
Tiyuntsong: A Self-Play Reinforcement Learning Approach for ABR Video Streaming. ICME 2019: 1678-1683 - [c9]Rui-Xiao Zhang, Ming Ma, Tianchi Huang, Haitian Pang, Xin Yao, Chenglei Wu, Jiangchuan Liu, Lifeng Sun:
Livesmart: A QoS-Guaranteed Cost-Minimum Framework of Viewer Scheduling for Crowdsourced Live Streaming. ACM Multimedia 2019: 420-428 - [c8]Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Lifeng Sun:
Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning. ACM Multimedia 2019: 429-437 - [c7]Tianchi Huang, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Chao Zhou, Bing Yu, Lifeng Sun:
Generalizing Rate Control Strategies for Realtime Video Streaming via Learning from Deep Learning. MMAsia 2019: 52:1-52:6 - [c6]Rui-Xiao Zhang, Tianchi Huang, Ming Ma, Haitian Pang, Xin Yao, Chenglei Wu, Lifeng Sun:
Enhancing the crowdsourced live streaming: a deep reinforcement learning approach. NOSSDAV 2019: 55-60 - [c5]Tianchi Huang, Rui-Xiao Zhang, Xin Yao, Chenglei Wu, Lifeng Sun:
Being more Effective and Interpretable: Bridging the Gap Between Heuristics and AI for ABR Algorithms. SIGCOMM Posters and Demos 2019: 12-14 - [i5]Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Lifeng Sun:
Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning. CoRR abs/1908.02270 (2019) - [i4]Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun:
Federated Learning with Additional Mechanisms on Clients to Reduce Communication Costs. CoRR abs/1908.05891 (2019) - [i2]Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun:
Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning. CoRR abs/1910.10986 (2019) - 2018
- [i1]Tianchi Huang, Xin Yao, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun:
Tiyuntsong: A Self-Play Reinforcement Learning Approach for ABR Video Streaming. CoRR abs/1811.06166 (2018)
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