Junwei Yang

PhD Student, Peking University

Joined

January 2022

Names

Junwei Yang (Preferred)

junwei yang

Emails

****@pku.edu.cn (Confirmed)

****@gamil.com

Personal Links

Homepage

Google Scholar

Career & Education History

PhD Student

Peking University (pku.edu.cn)

2022 – Present

Undergrad student

Peking University (pku.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Ming Zhang

Present

Expertise

NLP Application

Present

Molecule Representation Learning

Present

Graph Algorithm

Present

Publications

Large Language Model Agent: A Survey on Methodology, Applications and Challenges
Junyu Luo, Weizhi Zhang, Ye Yuan, Yusheng Zhao, Junwei Yang, Yiyang Gu, Bohan Wu, Binqi Chen, Ziyue Qiao, QingqingLong, Rong-Cheng Tu, Xiao Luo, Wei Ju, Zhiping Xiao, Yifan Wang, Meng Xiao, Chengwu Liu, Jingyang Yuan, Shichang Zhang, Yiqiao Jin et al. (6 additional authors not shown)
- OpenReview Archive Direct Upload
- Readers: Everyone
ExLM: Rethinking the Impact of $\texttt{[MASK]}$ Tokens in Masked Language Models
Kangjie Zheng, Junwei Yang, Siyue Liang, Bin Feng, Zequn Liu, Wei Ju, Zhiping Xiao, Ming Zhang
- ICML 2025 poster
- Readers: Everyone
SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision
Kangjie Zheng, Siyue Liang, Junwei Yang, Bin Feng, Zequn Liu, Wei Ju, Zhiping Xiao, Ming Zhang
- ICLR 2025 Poster
- Readers: Everyone
Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective
Junwei Yang, Kangjie Zheng, Siyu Long, Zaiqing Nie, Ming Zhang, Xinyu Dai, Wei-Ying Ma, Hao Zhou
- ICML 2024 Poster
- Readers: Everyone
ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling
Kangjie Zheng, Siyu Long, Tianyu Lu, Junwei Yang, Xinyu Dai, Ming Zhang, Zaiqing Nie, Wei-Ying Ma, Hao Zhou
- ICML 2024 Poster
- Readers: Everyone
A Comprehensive Survey on Deep Graph Representation Learning
Wei Ju, Zheng Fang, Yiyang Gu, Zequn Liu, Qingqing Long, Ziyue Qiao, Yifang Qin, Jianhao Shen, Fang Sun, Zhiping Xiao, Junwei Yang, Jingyang Yuan, Yusheng Zhao, Xiao Luo, Ming Zhang
- Published: 01 Jan 2023, Last Modified: 16 May 2023
- CoRR 2023
- Readers: Everyone
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks
Zequn Liu, Kefei Duan, Junwei Yang, Hanwen Xu, Ming Zhang, Sheng Wang
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- EMNLP 2022
- Readers: Everyone
GHNN: Graph Harmonic Neural Networks for semi-supervised graph-level classification
Wei Ju, Xiao Luo, Zeyu Ma, Junwei Yang, Minghua Deng, Ming Zhang
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- Neural Networks 2022
- Readers: Everyone
Pathway2Text: Dataset and Method for Biomedical Pathway Description Generation
Junwei Yang, Zequn Liu, Ming Zhang, Sheng Wang
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- NAACL-HLT (Findings) 2022
- Readers: Everyone
KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph Classification
Wei Ju, Junwei Yang, Meng Qu, Weiping Song, Jianhao Shen, Ming Zhang
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- WSDM 2022
- Readers: Everyone

Co-Authors

View all 47 co-authors