Lin Huang

Researcher, Bupt, Beijing University of Post and Telecommunications

Joined

May 2021

Names

Lin Huang (Preferred)

Huang Lin

Emails

****@microsoft.com (Confirmed)

****@126.com (Confirmed)

****@outlook.com (Confirmed)

Personal Links

Homepage

Career & Education History

Researcher

Bupt, Beijing University of Post and Telecommunications (bupt.edu.cn)

2024 – 2026

MS student

Bupt , Beijing University of Posts and Telecommunications (bupt.edu.cn)

2017 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

FlexRibbon: Joint Sequence and Structure Pretraining for Protein Modeling
Jianwei Zhu, Yu Shi, Ran Bi, Peiran Jin, Chang Liu, Zhe Zhang, Haitao Huang, Zekun Guo, Pipi Hu, Fusong Ju, Lin Huang, Xinwei Tai, Chenao Li, Kaiyuan Gao, Xinran Wei, Huanhuan Xia, Jia Zhang, Yaosen Min, Zun Wang, Yusong Wang et al. (3 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
E2Former: An Efficient and Equivariant Transformer with Linear-Scaling Tensor Products
Yunyang Li, Lin Huang, Zhihao Ding, Xinran Wei, Chu Wang, Han Yang, Zun Wang, Chang Liu, Yu Shi, Peiran Jin, Tao Qin, Mark Gerstein, Jia Zhang
- NeurIPS 2025 spotlight
- Readers: Everyone
Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity
Erpai Luo, Xinran Wei, Lin Huang, Yunyang Li, Han Yang, Zaishuo Xia, Zun Wang, Chang Liu, Bin Shao, Jia Zhang
- ICML 2025 poster
- Readers: Everyone
Enhancing the Scalability and Applicability of Kohn-Sham Hamiltonians for Molecular Systems
Yunyang Li, Zaishuo Xia, Lin Huang, Xinran Wei, Samuel Harshe, Han Yang, Erpai Luo, Zun Wang, Jia Zhang, Chang Liu, Bin Shao, Mark Gerstein
- ICLR 2025 Spotlight
- Readers: Everyone
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning
Yuxuan Ren, Dihan Zheng, Chang Liu, Peiran Jin, Yu Shi, Lin Huang, Jiyan He, Shengjie Luo, Tao Qin, Tie-Yan Liu
- NeurIPS 2024 poster
- Readers: Everyone
Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models
Zun Wang, Chang Liu, Nianlong Zou, He Zhang, Xinran Wei, Lin Huang, Lijun Wu, Bin Shao
- NeurIPS 2024 poster
- Readers: Everyone
Long-Short-Range Message-Passing: A Physics-Informed Framework to Capture Non-Local Interaction for Scalable Molecular Dynamics Simulation
Yunyang Li, Yusong Wang, Lin Huang, Han Yang, Xinran Wei, Jia Zhang, Tong Wang, Zun Wang, Bin Shao, Tie-Yan Liu
- ICLR 2024 poster
- Readers: Everyone
AF$_2$: Adaptive Focus Framework for Aerial Imagery Segmentation
Lin Huang, Qiyuan Dong, Jia Zhang, Lijun Wu, Jiang Bian, Tie-Yan Liu
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone

Co-Authors

View all 42 co-authors