Hi! I'm Junxuan Liang
Undergraduate Student at Shanghai Jiao Tong University
I am deeply interested in leveraging the inherent structure of the physical world, governed by its fundamental laws, to guide and inform more efficient and generalizable approaches to learning.
Affiliations
Shanghai Jiao Tong University
Sept 2022 - Present
Undergraduate Student in Computer Science and Technology
Core Courses: Machine Learning, Modern Operating System, Computational Theory
Publications
* Advisor
Efficient and Scalable Monocular Human-Object Interaction Motion Reconstruction
Boran Wen, Ye Lu, Keyan Wan, Sirui Wang, Jiahong Zhou, Junxuan Liang, Xinpeng Liu, Bang Xiao, Dingbang Huang, Ruiyang Liu, Yong-Lu Li*
Under review · 2025
ImDy: Human Inverse Dynamics from Imitated Observations
Xinpeng Liu, Junxuan Liang, Zili Lin, Haowen Hou, Yong-Lu Li*, Cewu Lu*
ICLR · 2025
Homogeneous Dynamics Space for Heterogeneous Humans
Xinpeng Liu, Junxuan Liang, Chenshuo Zhang, Zixuan Cai, Cewu Lu*, Yong-Lu Li*
CVPR · 2025
M³-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation
Zixuan Chen, Jiaxin Li, Junxuan Liang, Liming Tan, Yejie Guo, Cewu Lu, Yong-Lu Li*
CVPR · 2025
Projects
Photovoltaic Power Generation Prediction System
Based on sparse coding and distributed robust logistic regression algorithms.
[Project]
LLM as a chatbot
SJTU CS4314 Natural Language Process final project. Finetune based on Qwen.
[Project]
Machine Learning for 3D Bin Packing Problem
SJTU CS3308 Machine Learning final project. Based on behaviour cloning and RL.
[Project]Related Report
- [2024.08] 6项特等奖! 电院师生团队在第三届高校电气电子工程创新总决赛大放异彩