Tianchi Huang

Researcher, Sony

Joined

September 2018

Names

Tianchi Huang (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Sony (sony.com)

2023 – Present

PhD student

Computer Science and Tech., Tsinghua University, Tsinghua University (mail.tsinghua.edu.cn)

2019 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Lifeng Sun

2017 – Present

Expertise

Imitation learning for data transmission

2019 – Present

Video streaming

2017 – Present

Reinforcement learning for video transmission

2017 – Present

Publications

HiVid: LLM-Guided Video Saliency For Content-Aware VOD And Live Streaming
Jiahui Chen, Bo Peng, Lianchen Jia, Zeyu Zhang, Tianchi Huang, Lifeng Sun
- ICLR 2026 Poster
- Readers: Everyone
Crucible: Quantifying the Potential of Control Algorithms through LLM Agents
Lianchen Jia, Chaoyang Li, Qian Houde, Tianchi Huang, Jiangchuan Liu, Lifeng Sun
- NeurIPS 2025 poster
- Readers: Everyone
Enhanced Bandwidth Measurement and Robust Rate Adaptation for Low-latency Live Streaming
Jiahui Chen, Yiding Yu, L Wang, Ying Chen, Tianchi Huang, Lifeng Sun
- IEEE International Conference on Computer Communications 2025 (INFOCOM 2025)
- Readers: Everyone
Meet challenges of RTT Jitter, A Hybrid Internet Congestion Control Algorithm
Lianchen Jia, Chao Zhou, Tianchi Huang, Chaoyang Li, Lifeng Sun
- TheWebConf24
- Readers: Everyone
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
- 2022 (modified: 18 Apr 2023)
- IEEE J. Sel. Areas Commun. 2022
- Readers: Everyone
ZiXia: A Reinforcement Learning Approach via Adjusted Ranking Reward for Internet Congestion Control
Lianchen Jia, Tianchi Huang, Lifeng Sun
- 2022 (modified: 18 Apr 2023)
- ICC 2022
- Readers: Everyone
Zwei: A Self-Play Reinforcement Learning Framework for Video Transmission Services
Tianchi Huang, Rui-Xiao Zhang, Lifeng Sun
- 2022 (modified: 18 Apr 2023)
- IEEE Trans. Multim. 2022
- Readers: Everyone
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
- 2022 (modified: 18 Apr 2023)
- ACM Multimedia 2022
- Readers: Everyone
Learned Internet Congestion Control for Short Video Uploading
Tianchi Huang, Chao Zhou, Lianchen Jia, Rui-Xiao Zhang, Lifeng Sun
- 2022 (modified: 18 Apr 2023)
- ACM Multimedia 2022
- Readers: Everyone
Federated Knowledge Transfer for Heterogeneous Visual Models
Wenzhe Li, Zirui Zhu, Tianchi Huang, Lifeng Sun, Chun Yuan
- 2022 (modified: 18 Apr 2023)
- MMAsia 2022
- Readers: Everyone

View all 39 publications

Co-Authors

View all 31 co-authors