avatar

Liang Wang (王亮)

Hi! I am Liang Wang, a fourth-year PhD student at Institute of Automation, Chinese Academy of Sciences (CASIA). I am a member of State Key Laboratory of Multimodal Artificial Intelligence Systems (MAIS), advised by Prof. Liang Wang, and co-advised by Prof. Shu Wu and Prof. Qiang Liu.
Currently, I am also a visiting PhD student at National University of Singapore, advised by Prof. Yang Zhang and mentored by Dr. Zhiyuan Liu. I am focusing on the research of AI for Science, Diffusion Models, and Multi-modal LLMs.
Previously, I was fortunate to be a research intern at Alibaba DAMO Academy, advised by Dr. Yu Rong and Dr. Tingyang Xu. I also interned at Bytedance and Meituan. I received a B.E. in Software Engineering from Tongji University.
Email: liang.wang[at]cripac.ia.ac.cn

📍 I am actively seeking industrial research opportunities or a postdoc position! Please don't hesitate to reach out if you are interested in my work or would like to get in touch with me.

Google Scholar / Github / CV[PDF]

Research Interests

AI for Science Multi-modal Large Language Models Diffusion Models Graph Machine Learning Data Mining

News
Selected Publications
(Full Publication List)
AI for Science
Graph Machine Learning
Data Mining
Projects
PyGCL

An easy-to-use library for graph contrastive learning with PyTorch. It implements a wide variety of contrastive objectives, data augmentations, contrasting modes and other utilities useful for implementing and evaluating contrastive learning on graphs.

GSLB

An open-source library built for easy implementation and evaluation of graph structure learning model family. It offers a versatile control of graph dataset loading, structure learners, structure processors, and a bunch of reproduced models.

Services
Conference Reviewer
Journal Reviewer
Education
NUS Logo
Visiting PhD
    at National University of Singapore
2025 - 2026 (Expected)
    Research Interests: AI for Science, Diffusion Models, Multi-modal LLMs
CAS Logo
PhD (selected for the PhD honors program)
    at Institute of Automation, Chinese Academy of Sciences
2021 - 2026 (Expected)
    Major: Pattern Recognition and Intelligent Systems
Tongji Logo
Bachelor
    at Tongji University
2017 - 2021
    Major: Software Engineering