Rui-Xiao Zhang

Orcid: 0000-0002-4251-825X

According to our database1, Rui-Xiao Zhang authored at least 33 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Adversarial Attacks on Federated-Learned Adaptive Bitrate Algorithms.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Practical Cloud-Edge Scheduling for Large-Scale Crowdsourced Live Streaming.
IEEE Trans. Parallel Distributed Syst., July, 2023

Concerto: Client-server Orchestration for Real-Time Video Analytics.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Optimizing Adaptive Video Streaming with Human Feedback.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Owl: A Pre-and Post-processing Framework for Video Analytics in Low-light Surroundings.
Proceedings of the IEEE INFOCOM 2023, 2023

Who is the Rising Star? Demystifying the Promising Streamers in Crowdsourced Live Streaming.
Proceedings of the IEEE INFOCOM 2023, 2023

Buffer Awareness Neural Adaptive Video Streaming for Avoiding Extra Buffer Consumption.
Proceedings of the IEEE INFOCOM 2023, 2023

2022
Zwei: A Self-Play Reinforcement Learning Framework for Video Transmission Services.
IEEE Trans. Multim., 2022

Learning Tailored Adaptive Bitrate Algorithms to Heterogeneous Network Conditions: A Domain-Specific Priors and Meta-Reinforcement Learning Approach.
IEEE J. Sel. Areas Commun., 2022

AggCast: Practical Cost-effective Scheduling for Large-scale Cloud-edge Crowdsourced Live Streaming.
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.
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.
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.
ACM Trans. Multim. Comput. Commun. Appl., 2020

Quality-Aware Neural Adaptive Video Streaming With Lifelong Imitation Learning.
IEEE J. Sel. Areas Commun., 2020

Self-play reinforcement learning for video transmission.
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.
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.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

A Long-Short-Term Fusion Approach For Video Cache.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning.
Neural Comput., 2019

Federated Learning with Unbiased Gradient Aggregation and Controllable Meta Updating.
CoRR, 2019

Federated Learning with Additional Mechanisms on Clients to Reduce Communication Costs.
CoRR, 2019

Reactive Video Caching via long-short-term fusion approach.
CoRR, 2019

Toward Edge-Assisted Video Content Intelligent Caching With Long Short-Term Memory Learning.
IEEE Access, 2019

Being more Effective and Interpretable: Bridging the Gap Between Heuristics and AI for ABR Algorithms.
Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 2019

Enhancing the crowdsourced live streaming: a deep reinforcement learning approach.
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.
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.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Tiyuntsong: A Self-Play Reinforcement Learning Approach for ABR Video Streaming.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Towards Faster and Better Federated Learning: A Feature Fusion Approach.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018
Tiyuntsong: A Self-Play Reinforcement Learning Approach for ABR Video Streaming.
CoRR, 2018

Delay-Constrained Rate Control for Real-Time Video Streaming with Bounded Neural Network.
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.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018


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