Liang Mi
I am a PhD student in Computer Science at Nanjing University, advised by Prof. Guihai Chen and Prof. Haipeng Dai. I am also a Research Intern at the Institute for AI Industry Research (AIR), Tsinghua University, advised by Prof. Yunxin Liu and Prof. Cao Ting. Before that, I received my M.S. in Computer Science from Nanjing University and my B.S. in Software Engineering from Shandong University.
My current research interests include LLM serving systems, and embodied AI, especially memory/reasoning-powered VLA model and efficient VLA inference/training system.
My research has been published in top-tier venues including SIGCOMM, NSDI, EuroSys, and INFOCOM, and journals including ToN and IJCV.
Education
- Ph.D. in Computer Science, Nanjing University (Sep. 2024 - Present)
- M.S. in Computer Science, Nanjing University (Sep. 2021 - Jun. 2024)
- B.S. in Software Engineering, Shandong University (Sep. 2017 - Jun. 2021)
Contact
Email: liangmi@smail.nju.edu.cn
Address: Nanjing University Xianlin Campus, 163 Xianlin Avenue, Qixia District, Nanjing, Jiangsu 210023, China.
Selected Publications
* Corresponding author; † Co-first author.
Conference Papers
Efficient Remote KV Cache Reuse with GPU-native Video Codec
Liang Mi, Weijun Wang, Jinghan Chen, Ting Cao, Haipeng Dai, and Yunxin Liu
ACM SIGCOMM, 2026 [paper]
Region-based Content Enhancement for Efficient Video Analytics at the Edge
Weijun Wang†, Liang Mi†, Shaowei Cen, Haipeng Dai, Yuanchun Li, Xiaoming Fu, and Yunxin Liu
USENIX NSDI, 2025 [paper]
Empower Vision Applications with LoRA LMM
Liang Mi, Weijun Wang, Wenming Tu, Qingfeng He, Rui Kong, Xinyu Fang, Yazhu Dong, Yikang Zhang, Yuanchun Li, Meng Li, Haipeng Dai, Guihai Chen, and Yunxin Liu
ACM EuroSys, 2025 [paper]
AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics
Tingting Yuan†, Liang Mi†, Weijun Wang, Haipeng Dai, and Xiaoming Fu
IEEE INFOCOM, 2023 [paper]
Journal Articles
Bi-level Bandwidth Coordination for Multiple Video Inference at the Edge
Haipeng Dai, Jinghan Chen, Liang Mi*, Weijun Wang, Yuanchun Li, Tingting Yuan, Lin Sun, Junlong Chen, Yuben Qu, Yunxin Liu, Xiaoming Fu, and Guihai Chen
IEEE/ACM TON, 2025 [paper]
Accelerated Neural Enhancement for Video Analytics with Video Quality Adaptation
Liang Mi, Tingting Yuan, Weijun Wang, Haipeng Dai, Lin Sun, Jiaqi Zheng, Guihai Chen, and Xiaoming Fu
IEEE/ACM TON, 2024 [paper]