Rui Huang
B.Eng. Student in Computer Science
Everest Project, University of Electronic Science and Technology of China
Everest Project, University of Electronic Science and Technology of China
Email: huang_rui@std.uestc.edu.cn
Biography
I am a third-year undergraduate student in the Everest Project Computer Top-Talent Experimental Class at UESTC (2023–2027), majoring in Computer Science (ranked 1/164 in major). I am currently a research intern at Tencent Hunyuan, working with Tianyu Pang on Multimodal Reinforcement Learning. My research interests are Multimodal RL, Agentic AI, and World Models. Earlier, I also worked on AI for smart grids and remote-sensing image fusion.
👋 If you're interested in my research or just want to chat, feel free to reach out by email or .
News
- 2026/04 Released ClawMark — a living-world benchmark for multi-day, multimodal coworker agents.
- 2026/02 Two papers D²C and L²P accepted to CVPR 2026.
- 2025/11 Released P1 — gold-medal-level performance on the International Physics Olympiad (IPhO), beating Gemini 2.5 Pro, GPT-5, and Grok 4. Blog.
- 2025/11 Released UniVA — an open-source agentic framework that unifies video understanding, editing, and generation. Paper. Reported by AK. 466
- 2025/11 One paper accepted to IEEE Transactions on Industrial Informatics (SCI Q1).
- 2025/10 Awarded the National Scholarship 2025.
- 2025/06 Awarded the SenseTime Scholarship 2025 (30 undergraduates nationwide).
- 2025/06 One paper accepted to IEEE Transactions on Industrial Informatics (SCI Q1).
- 2025/03 Released CoT-Image, the first work introducing chain-of-thought-style strategies into image generation. 862
- 2024/12 One paper WFANet accepted to AAAI 2025 and selected for Oral Presentation.
- 2024/10 Awarded the National Scholarship 2024 and the Gratitude Scholarship for Modern Scientists.
- 2024/09 One paper accepted to IEEE Transactions on Sustainable Energy (SCI Q1).
- 2023/12 Started my academic journey.
Experience
-
Tencent Hunyuan Qingyun Program Research Intern with Tianyu Pang — Multimodal Reinforcement Learning.Mar 2026 – Present -
Shanghai AI Laboratory Research Intern with Ganqu Cui and Ning Ding — LLM SFT and Reinforcement Learning.Aug 2025 – Feb 2026
Selected Publications
(* equal contribution · † corresponding author · ‡ project leader) Full list on Google Scholar
Complementary Online Learning Network for Probabilistic Load Forecasting Against Extreme Weather
IEEE Transactions on Industrial Informatics SCI Q1 · IF 10.2
Education
-
University of Electronic Science and Technology of China (UESTC) B.Eng. in Computer Science · Everest Project Computer Top-Talent Experimental Class GPA 3.99/4.0 · weighted average 95.55/100 · ranked 1/164 in majorSep 2023 – Jun 2027 (expected)
Selected Honors & Awards
-
SenseTime Scholarship 30 undergraduates nationwide2025
-
National Scholarship Top recipient in the college2025
-
National Scholarship Top recipient in the college2024
-
Gratitude Scholarship for Modern Scientists Top 10 school-wide2024
Competition Awards
-
National Gold Award National College Student Career Planning Competition · award rate < 0.1% · first from UESTC2025
-
National Silver Award China International College Students' Innovation Competition2025
-
Provincial Special Prize "Challenge Cup" National College Students' Extracurricular Academic and Technological Works Competition2025
Services
-
Reviewer AAAI 2026, IEEE TCSVT
-
Co-Founder UESTC AI Club