Weijun Wang (王蔚峻)
 |
Research Fellow Find me at |
Our team is recruiting research interns. Please feel free to contact us if you are interested.
Research Interests
My current research interest is Efficient Edge Large Model, i.e., building systems improve the efficiency of Large models.
Current Projects
Video Analytics on Edge: Neural-enhanced Video Analytics, Video Bitstream Analytics, LM-powered Video Analytics
Efficient Edge Large Models: Efficient LM Inference, Memory-efficient KV Cache.
Selected Publications (full list)
“Accelerated Neural Enhancement for Video Analytics with Video Quality Adaptation”, ACM/IEEE TON 2024.
“Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security”, arXiv 2024. 机器之心
“BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge”, IEEE INFOCOM 2024.
“Joint Optimization of QoE and Fairness for Adaptive Video Streaming in Heterogeneous Mobile Environments”, IEEE/ACM TON 2023.
News
02/2024. One paper was accepted by IEEE Transactions on Networking. Congratulations to Liang Mi for his first top-journal paper!
02/2024. One paper was accepted by IEEE Transactions on Mobile Computing. Congratulations to Lihao Wang for his first top-journal paper!
01/2024. Our PERSONAL LLM AGENTS - Survey has been published and reported by one of the most popular WeChat Official Accounts 机器之心!! Check out it and Repo for more details.
12/2023. One paper was accepted to IEEE INFOCOM'24. Congratulations to Lin Sun for her first top-conference paper!
11/2023. One paper was accepted by IEEE Transactions on Mobile Computing. Thanks for all collaborators!
07/2023. I was elected to the Postdoctoral Talent Introduction Program from the Ministry of Education, China (国家博士后海外引才专项) and the Shuimu Tsinghua Scholar Program from Tsinghua University (水木学者). Many thanks to my Postdoc holder Prof. Yunxin Liu.
04/2023. One paper was accepted to IEEE/ACM Transactions on Networking. Many thanks to our collaborators Yali, Yuhan, Sripriya, Kai, and Prof. Xiaoming Fu!
12/2022. One paper was accepted to IEEE INFOCOM'23. Conguratulations to Tingting Yuan and Liang Mi!
09/2022. My doctoral dissertation was awarded the highest grade "summa cum laude" (Top 1-5% of PhD graduates@UGöttingen, Germany). Sincerely appreciate my supervisor Prof. Xiaoming Fu.