Rui-Xiao Zhang

According to our database, Rui-Xiao Zhang authored at least 33 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Adversarial Attacks on Federated-Learned Adaptive Bitrate Algorithms.

Rui-Xiao Zhang, Tianchi Huang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Practical Cloud-Edge Scheduling for Large-Scale Crowdsourced Live Streaming.

Rui-Xiao Zhang, Changpeng Yang, Xiaochan Wang, Tianchi Huang, Chenglei Wu, Jiangchuan Liu, Lifeng Sun

IEEE Trans. Parallel Distributed Syst., July, 2023

Concerto: Client-server Orchestration for Real-Time Video Analytics.

Chaoyang Li, Rui-Xiao Zhang, Tianchi Huang, Lianchen Jia, Lifeng Sun

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Optimizing Adaptive Video Streaming with Human Feedback.

Tianchi Huang, Rui-Xiao Zhang, Chenglei Wu, Lifeng Sun

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Owl: A Pre-and Post-processing Framework for Video Analytics in Low-light Surroundings.

Rui-Xiao Zhang, Chaoyang Li, Chenglei Wu, Tianchi Huang, Lifeng Sun

Proceedings of the IEEE INFOCOM 2023, 2023

Who is the Rising Star? Demystifying the Promising Streamers in Crowdsourced Live Streaming.

Rui-Xiao Zhang, Tianchi Huang, Chenglei Wu, Lifeng Sun

Proceedings of the IEEE INFOCOM 2023, 2023

Buffer Awareness Neural Adaptive Video Streaming for Avoiding Extra Buffer Consumption.

Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Lifeng Sun

Proceedings of the IEEE INFOCOM 2023, 2023

2022

Zwei: A Self-Play Reinforcement Learning Framework for Video Transmission Services.

Tianchi Huang, Rui-Xiao Zhang, Lifeng Sun

IEEE Trans. Multim., 2022

Learning Tailored Adaptive Bitrate Algorithms to Heterogeneous Network Conditions: A Domain-Specific Priors and Meta-Reinforcement Learning Approach.

Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Lifeng Sun

IEEE J. Sel. Areas Commun., 2022

AggCast: Practical Cost-effective Scheduling for Large-scale Cloud-edge Crowdsourced Live Streaming.

Rui-Xiao Zhang, Changpeng Yang, Xiaochan Wang, Tianchi Huang, Chenglei Wu, Jiangchuan Liu, Lifeng Sun

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Learned Internet Congestion Control for Short Video Uploading.

Tianchi Huang, Chao Zhou, Lianchen Jia, Rui-Xiao Zhang, Lifeng Sun

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021

Deep reinforced bitrate ladders for adaptive video streaming.

Tianchi Huang, Rui-Xiao Zhang, Lifeng Sun

Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2021

2020

A Practical Learning-based Approach for Viewer Scheduling in the Crowdsourced Live Streaming.

Rui-Xiao Zhang, Ming Ma, Tianchi Huang, Haitian Pang, Xin Yao, Chenglei Wu, Lifeng Sun

ACM Trans. Multim. Comput. Commun. Appl., 2020

Quality-Aware Neural Adaptive Video Streaming With Lifelong Imitation Learning.

Tianchi Huang, Chao Zhou, Xin Yao, Rui-Xiao Zhang, Chenglei Wu, Bing Yu, Lifeng Sun

IEEE J. Sel. Areas Commun., 2020

Self-play reinforcement learning for video transmission.

Tianchi Huang, Rui-Xiao Zhang, Lifeng Sun

Proceedings of the 30th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2020

Leveraging QoE Heterogenity for Large-Scale Livecaset Scheduling.

Rui-Xiao Zhang, Ming Ma, Tianchi Huang, Hanyu Li, Jiangchuan Liu, Lifeng Sun

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Stick: A Harmonious Fusion of Buffer-based and Learning-based Approach for Adaptive Streaming.

Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Lifeng Sun

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

A Long-Short-Term Fusion Approach For Video Cache.

Rui-Xiao Zhang, Tianchi Huang, Lifeng Sun

Proceedings of the IEEE Global Communications Conference, 2020

2019

Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning.

Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun

Neural Comput., 2019

Federated Learning with Unbiased Gradient Aggregation and Controllable Meta Updating.

Xin Yao, Tianchi Huang, Rui-Xiao Zhang, Ruiyu Li, Lifeng Sun

CoRR, 2019

Federated Learning with Additional Mechanisms on Clients to Reduce Communication Costs.

Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun

CoRR, 2019

Reactive Video Caching via long-short-term fusion approach.

Rui-Xiao Zhang, Tianchi Huang, Chenglei Wu, Lifeng Sun

CoRR, 2019

Toward Edge-Assisted Video Content Intelligent Caching With Long Short-Term Memory Learning.

Cong Zhang, Haitian Pang, Jiangchuan Liu, Shizhi Tang, Rui-Xiao Zhang, Dan Wang, Lifeng Sun

IEEE Access, 2019

Being more Effective and Interpretable: Bridging the Gap Between Heuristics and AI for ABR Algorithms.

Tianchi Huang, Rui-Xiao Zhang, Xin Yao, Chenglei Wu, Lifeng Sun

Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 2019

Enhancing the crowdsourced live streaming: a deep reinforcement learning approach.

Rui-Xiao Zhang, Tianchi Huang, Ming Ma, Haitian Pang, Xin Yao, Chenglei Wu, Lifeng Sun

Proceedings of the 29th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2019

Generalizing Rate Control Strategies for Realtime Video Streaming via Learning from Deep Learning.

Tianchi Huang, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Chao Zhou, Bing Yu, Lifeng Sun

Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019

Livesmart: A QoS-Guaranteed Cost-Minimum Framework of Viewer Scheduling for Crowdsourced Live Streaming.

Rui-Xiao Zhang, Ming Ma, Tianchi Huang, Haitian Pang, Xin Yao, Chenglei Wu, Jiangchuan Liu, Lifeng Sun

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning.

Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Lifeng Sun

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Tiyuntsong: A Self-Play Reinforcement Learning Approach for ABR Video Streaming.

Tianchi Huang, Xin Yao, Chenglei Wu, Rui-Xiao Zhang, Zhengyuan Pang, Lifeng Sun

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Towards Faster and Better Federated Learning: A Feature Fusion Approach.

Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Tiyuntsong: A Self-Play Reinforcement Learning Approach for ABR Video Streaming.

Tianchi Huang, Xin Yao, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun

CoRR, 2018

Delay-Constrained Rate Control for Real-Time Video Streaming with Bounded Neural Network.

Tianchi Huang, Rui-Xiao Zhang, Chao Zhou, Lifeng Sun

Proceedings of the 28th ACM SIGMM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2018

QARC: Video Quality Aware Rate Control for Real-Time Video Streaming based on Deep Reinforcement Learning.

Tianchi Huang, Rui-Xiao Zhang, Chao Zhou, Lifeng Sun

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018