Xingang Peng

PhD student, Peking University

Joined

April 2021

Names

Xingang Peng (Preferred)

Emails

****@gmail.com (Confirmed)

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

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

Peking University (pku.edu.cn)

2022 – 2026

MS student

Tsinghua University (tsinghua.edu.cn)

2019 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Geometric Representation Condition Improves Equivariant Molecule Generation
Zian Li, Cai Zhou, Xiyuan Wang, Xingang Peng, Muhan Zhang
- ICML 2025 spotlightposter
- Readers: Everyone
Group Ligands Docking to Protein Pockets
Jiaqi Guan, Jiahan Li, Xiangxin Zhou, Xingang Peng, Sheng Wang, Yunan Luo, Jian Peng, Jianzhu Ma
- ICLR 2025 Poster
- Readers: Everyone
Geometric Representation Condition Improves Equivariant Molecule Generation
Zian Li, Cai Zhou, Xiyuan Wang, Xingang Peng, Muhan Zhang
- Submitted to ICLR 2025
- Readers: Everyone
Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design
Xiangxin Zhou, Jiaqi Guan, Yijia Zhang, Xingang Peng, Liang Wang, Jianzhu Ma
- NeurIPS 2024 poster
- Readers: Everyone
LinkerNet: Fragment Poses and Linker Co-Design with 3D Equivariant Diffusion
Jiaqi Guan, Xingang Peng, Peiqi Jiang, Yunan Luo, Jian Peng, Jianzhu Ma
- NeurIPS 2023 spotlight
- Readers: Everyone
MolDiff: Addressing the Atom-Bond Inconsistency Problem in 3D Molecule Diffusion Generation
Xingang Peng, Jiaqi Guan, qiang liu, Jianzhu Ma
- ICML 2023 Poster
- Readers: Everyone
3D Equivariant Diffusion for Target-Aware Molecule Generation and Affinity Prediction
Jiaqi Guan, Wesley Wei Qian, Xingang Peng, Yufeng Su, Jian Peng, Jianzhu Ma
- 2023 (modified: 16 Apr 2023)
- CoRR 2023
- Readers: Everyone
Pocket-specific 3D Molecule Generation by Fragment-based Autoregressive Diffusion Models
Xingang Peng, Jiaqi Guan, Jian Peng, Jianzhu Ma
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
3D Equivariant Diffusion for Target-Aware Molecule Generation and Affinity Prediction
Jiaqi Guan, Wesley Wei Qian, Xingang Peng, Yufeng Su, Jian Peng, Jianzhu Ma
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Boosting the Cycle Counting Power of Graph Neural Networks with I$^2$-GNNs
Yinan Huang, Xingang Peng, Jianzhu Ma, Muhan Zhang
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone

View all 17 publications

Co-Authors

View all 26 co-authors