About Panlong Wu

I am a 4rd-year PhD candidate at The Chinese University of Hong Kong, Shenzhen, where I’m supervised by Prof. Fangxin Wang at the Intelligent Network and Multimedia Laboratory (INML). Prior to joining CUHK(SZ), I completed my Bachelor degree in Communication Engineering at Southern University of Science and Technology, where I was supervised by Prof. Rui Wang.

My research interests lie in LLM reasoning and LLM agent as well as applications of LLM in distributed system. I’m always open to collaboration—feel free to reach me at panlongwu@link.cuhk.edu.cn

Research Interests

• Large Language Model (LLM) reasoning
• LLM agent
• Applications of LLM in distributed systems

Publication

• Panlong Wu*, Ting Wang*, Yifei Zhong, Haoqi Zhang, Zitong Wang, Fangxin Wang.
  DeepForm: Reasoning Large Language Model for Communication System Formulation
  arXiv preprint

• Panlong Wu*, Yifei Zhong*, DanYang Chen, Ting Wang, Fangxin Wang.
  Distributed LLM inference optimization
  arXiv preprint

• Panlong Wu, Kangshuo Li, Junbao Nan, Fangxin Wang.
  Federated In-Context LLM Agent Learning
  arXiv preprint

• Panlong Wu, Kangshuo Li, Ting Wang, Yanjie Dong, Victor C. M. Leung, Fangxin Wang.
  FedFMSL: Federated Learning of Foundation Models With Sparsely Activated LoRA
  Transactions on Mobile Computing (CCF A, JCR Q1)

• Panlong Wu, Qi Liu, Yanjie Dong, Zhaorui Wang, Fangxin Wang.
  LMaaS: Exploring Pricing Strategy of Large Model as a Service for Communication
  Transactions on Mobile Computing (CCF A, JCR Q1)

• Duo Wu, Panlong Wu, Miao Zhang, Fangxin Wang.
  MANSY: Generalizing Neural Adaptive Immersive Video Streaming With Ensemble and Representation Learning
  Transactions on Mobile Computing (CCF A, JCR Q1)