Xin Yao

Publication Activity (10 Years)

Years Active: 2005-2021
Publications (10 Years): 21

Top Topics

Communication Cost

Closed Captions

Imitation Learning

Top Venues

Publications

Ze Meng, Xin Yao, Lifeng Sun
Multi-Task Distillation: Towards Mitigating the Negative Transfer in Multi-Task Learning. ICIP (2021)
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 (Special) (2020)
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)
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) (2020)
Xin Yao, Lifeng Sun
Continual Local Training For Better Initialization Of Federated Models. ICIP (2020)
Xin Yao, Lifeng Sun
Continual Local Training for Better Initialization of Federated Models. CoRR (2020)
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)
Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Lifeng Sun
Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning. CoRR (2019)
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)
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)
Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun
Towards Faster and Better Federated Learning: A Feature Fusion Approach. ICIP (2019)
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)
Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun
Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning. CoRR (2019)
Xin Yao, Tianchi Huang, Rui-Xiao Zhang, Ruiyu Li, Lifeng Sun
Federated Learning with Unbiased Gradient Aggregation and Controllable Meta Updating. CoRR (2019)
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) (2019)
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)
Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun
Federated Learning with Additional Mechanisms on Clients to Reduce Communication Costs. CoRR (2019)
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)
Xin Yao, Chaofeng Huang, Lifeng Sun
Two-Stream Federated Learning: Reduce the Communication Costs. VCIP (2018)
Tianchi Huang, Xin Yao, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun
Tiyuntsong: A Self-Play Reinforcement Learning Approach for ABR Video Streaming. CoRR (2018)
Yiping Yan, Lifeng Sun, Xin Yao
Evaluating Actors' Promotion Behaviors for TV Series on Social Networks. ICIMCS (2016)
Yan Huang, Ke Xu, Haitao Li, Yang Cao, Xin Yao
Large-scale P2PVOD system: Focusing on clients. Sci. China Inf. Sci. 54 (8) (2011)
Xin Yao, Han Hao, Yanda Li, Shao Li
Modularity-based credible prediction of disease genes and detection of disease subtypes on the phenotype-gene heterogeneous network. BMC Syst. Biol. 5 (2011)
Xin Yao, Changshui Zhang, Jinwen Chen, Yanda Li
On the Scale-Free Intersection Graphs. ICCSA (2) (2005)
Yalin Zheng, Changshui Zhang, Xin Yao
and Approximate Reasoning. FSKD (1) (2005)