Junjie Liang（梁俊杰）


Peking University prospective PhD student

Supervisor: Prof. Jiahuan Zhou

Wangxuan Institute of Computer Technology, Peking University.

Beijing, China

E-mail: 2401112111ATstu.pku.edu.cn


I am now a Ph.D. student at the Wangxuan Institute of Computer Technology, Peking University in 2024.

 

Education

  • School of Intelligence Science and Technology, Peking University , 2024 – NOW

  • School of Electrical and Automation Engineering, Nanjing Normal University , 2021 – 2024

  • School of Electrical and Electronic Engineering, Tianjin University of Technology , 2017 – 2021

 

Awards and Honors

  • Hongcai Scholarship of Peking University (北京大学闳材奖学金), 2025

  • Hongcai Scholarship of Peking University (北京大学闳材奖学金), 2024

  • Nanjing Normal University Scholarship for Excellence in Graduate Studies - First Prize in Duxue Category (南京师范大学卓越研究生奖学金·笃学类一等奖), 2024

  • Nanjing Normal University Academic First Class Scholarship (南京师范大学一等学业奖学金), 2023

  • Outstanding Graduate Students of Nanjing Normal University (南京师范大学优秀研究生), 2023

  • Nanjing Normal University Second Class Academic Scholarship (南京师范大学二等学业奖学金), 2021

 

Research Interests

  • Visual Prompt Learning

  • Multimodal Large Language Models (MLLMs) Token Pruning

  • Vision-Language-Action (VLA) Model Token Pruning

 

Publications

  1. Xiaoyu Yi, Zihan Xiong, Junjie Cao, Xiaolong Weng, Yingzhe Ma, Gus Xia, Jinliang Liu, Yuxin Xie, Xianwei Zhuang, Yuguo Yin, Qiao Jin, Gongxi Zhu, Jiayu Wang, Junjie Liang, Qin Yue, Ziyu Wang, Dading Chong, Meng Cao, Jiahuan Zhou*, and Dongchao Yang*, "FlexCover: Flexible Cover Song Generation via Symbolic Lead Sheet Control", in Proceedings of the Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS'26 · CCF-A), Sydney, Australia, Dec.6 - Dec.12, 2026 .

  2. Junjie Liang, Lei Zhang*, Chaolei Han, Can Bu, Hao Wu, Aiguo Song. "A Collaborative Compression Scheme for Fast Activity Recognition on Mobile Devices Via Global Compression Ratio Decision", [PDF] [Bib] [DOI] IEEE Transactions on Mobile Computing (TMC'24 · CCF-A), 23(4):3259–3273.

  3. Junjie Liang, Lei Zhang*, Can Bu, Dongzhou Cheng, Hao Wu, Aiguo Song. "An Automatic Network Structure Search via Channel Pruning for Accelerating Human Activity Inference on Mobile Devices", [PDF] [Bib] [DOI] Expert Systems with Applications (ESWA'24 · CCF-C), 238:122180.

  4. Junjie Liang, Lei Zhang*, Can Bu, Guangyu Yang, Hao Wu, Aiguo Song. "Plug-and-Play Multi-dimensional Attention Module for Accurate Human Activity Recognition", [PDF] [Bib] [DOI] Computer Networks (CN'24 · CCF-B), 244:110338.

Note: * indicates the corresponding author; # indicates equal contribution.

 

Academic Service

Conference Reviewer:

  • Conference on Neural Information Processing Systems (NeurIPS)

  • International Conference on Learning Representation (ICLR)