Huanxuan Liao 廖桓萱

👨‍💻 PhD Student @ UCAS focusing on LLM 🎓
🌏 Institute of Automation, Chinese Academy of Sciences , Beijing, China

liaohuanxuan2023@ia.ac.cn


📝 Biography

I'm a third-year PhD student at the Institute of Automation, Chinese Academy of Sciences (CASIA), supervised by Prof. Shizhu He and Prof. Kang Liu . Before that, I have received B.Eng. from North China Electric Power University (NCEPU) in 2023, under the supervision of Prof. Min Shi and Prof. Yun Ju.

My research interests lie at Large Language Model , Long Context Modeling and Efficient Reasoning . Check my publications and CV (PDF) for more information!

📚 Research Interests

   Long Context Modeling
     Survey: Awesome-LLM-LCLM (Github Star > 1.5K)
     Long Context Compression: HyCo2 (Arxiv 2025)
     KV Compression
   Efficient Reasoning
     Internalizing CoT: SKIntern (COLING 2025)
     Instruction Learning: TAGI (NeurIPS 2024)
     Neural-Symbolic Distillation: NesyCD (AAAI 2025)
   Continual Learning
     Rehearsal-Free CL: DATA (Arxiv 2025)
   Efficient VLM

📖 Education & Internship

   Research Intern at Ant Group , 2025.03-2025.06
     Long Context Compression

   PhD in Computer Science, 2023-now
     Institute of Automation, Chinese Academy of Sciences

   B.Eng. in Intelligence Science and Technology, 2019-2023
     North China Electric Power University, China



  



    

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📒 Publications  Google Scholar

Check my Google Scholar for more information!

(* stands for equal contribution. Listed in reverse chronological order.)

2025 2024 2023

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