Hi there, my name is Bingheng Li. Currently, I am a first-year Ph.D. student from Michigan State University (MSU), working with Prof. Jiliang Tang. Before studying at MSU, I received my B. Eng. degree with honors in Computer Science at the University of Electronic Science and Technology of China (UESTC). My undergraduate research advisor is Prof. Zhao Kang. Previously, I have enriched my research experience as an intern at Shenzhen Research Institute of Big Data and Baidu.
Iām always open to collaboration. If you want to work with me, please contact me without hesitation!
š Selected Publications
Preprints
- Unveiling Mode Connectivity in Graph Neural Network Bingheng Li, Zhikai Chen, Haoyu Han, Shenglai Zeng, Jingzhe Liu, Jiliang Tang;
- An Efficient Unsupervised Framework for Convex Quadratic Programs via Deep Unrolling Linxin Yang*, Bingheng Li*, Tian Ding, Jianghua Wu, Akang Wang, Yuyi Wang, Jiliang Tang, Ruoyu Sun, Xiaodong Luo
Published
- On the Benefits of Attribute-Driven Graph Domain Adaptation Ruiyi Fang*, Bingheng Li*, Zhao Kang, Qiuhao Zeng, Ruizhi Pu, Nima Hosseini Dashtbayaz, Charles Ling, Boyu Wang; ICLR 2025.
- PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming Bingheng Li*, Linxin Yang*, Yupeng Chen, Senmiao Wang, Qian Chen, Haitao Mao, Yao Ma, Akang Wang, Tian Ding, Jiliang Tang, Ruoyu Sun; ICML 2024.
- Pc-conv: Unifying homophily and heterophily with two-fold filtering Bingheng Li, Erlin Pan, Zhao Kang; AAAI 2024.
- Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering Xiaowei Qian*, Bingheng Li*, Zhao Kang; AAAI 2024
š» Internships
- 2024-Summer, Baidu Research Intern
- 2023-Summer, Shenzhen Research Institute of Big Data Intern