Xiangxin Zhou

17 papers at tracked venues · 16 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

ICLR ×6 ICML ×5 NeurIPS ×3 AAAI ×1 ACL ×1 CIKM ×1

Frequent coauthors

Liang Wang

×6

Quanquan Gu

×5

Dongyu Xue

×4

Zaixiang Zheng

×4

Jianzhu Ma

×4

Jiaqi Guan

×3

Wentao Zhang

×3

Zhilin Huang

×3

Ling Yang

×3

Xiawu Zheng

×3

Yu Wang

×3

Wenming Yang

×3

Papers

An All-Atom Generative Model for Designing Protein Complexes
ICML 2025 ·
Ruizhe Chen
,
Dongyu Xue
, Xiangxin Zhou,
Zaixiang Zheng
,
Xiangxiang Zeng
,
Quanquan Gu
Contextual Representation Anchor Network for Mitigating Selection Bias in Few-Shot Drug Discovery
CIKM 2025 ·
Ruifeng Li
,
Wei Liu
, Xiangxin Zhou,
Mingqian Li
,
Qiang Zhang
,
Hongyang Chen
,
Xuemin Lin
Designing Cyclic Peptides via Harmonic SDE with Atom-Bond Modeling
ICML 2025 · Xiangxin Zhou,
Mingyu Li
,
Yi Xiao
,
Jiahan Li
,
Dongyu Xue
,
Zaixiang Zheng
,
Jianzhu Ma
,
Quanquan Gu
Group Ligands Docking to Protein Pockets
ICLR 2025 ·
Jiaqi Guan
,
Jiahan Li
, Xiangxin Zhou,
Xingang Peng
,
Sheng Wang
,
Yunan Luo
,
Jian Peng
,
Jianzhu Ma
Integrating Protein Dynamics into Structure-Based Drug Design via Full-Atom Stochastic Flows
ICLR 2025 · Xiangxin Zhou,
Yi Xiao
,
Haowei Lin
,
Xinheng He
,
Jiaqi Guan
,
Yang Wang
,
Qiang Liu
,
Feng Zhou
,
Liang Wang
,
Jianzhu Ma
Modeling All-Atom Glycan Structures via Hierarchical Message Passing and Multi-Scale Pre-training
ICML 2025 ·
Minghao Xu
,
Jiaze Song
,
Keming Wu
, Xiangxin Zhou,
Bin Cui
,
Wentao Zhang
OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use
ACL 2025 ·
Xueyu Hu
,
Tao Xiong
,
Biao Yi
,
Zishu Wei
,
Ruixuan Xiao
,
Yurun Chen
,
Jiasheng Ye
,
Meiling Tao
, Xiangxin Zhou,
Ziyu Zhao
,
Yuhuai Li
,
Shengze Xu
,
Shenzhi Wang
,
Xinchen Xu
,
Shuofei Qiao
,
Zhaokai Wang
,
Kun Kuang
,
Tieyong Zeng
,
Liang Wang
,
Jiwei Li
,
Yuchen Eleanor Jiang
,
Wangchunshu Zhou
,
Guoyin Wang
,
Keting Yin
,
Zhou Zhao
,
Hongxia Yang
,
Fan Wu
,
Shengyu Zhang
,
Fei Wu
ProteinBench: A Holistic Evaluation of Protein Foundation Models
ICLR 2025 ·
Fei Ye
,
Zaixiang Zheng
,
Dongyu Xue
,
Yuning Shen
,
Lihao Wang
,
Yiming Ma
,
Yan Wang
,
Xinyou Wang
, Xiangxin Zhou,
Quanquan Gu
Riemannian Consistency Model
NeurIPS 2025 ·
Chaoran Cheng
,
Yusong Wang
,
Yuxin Chen
, Xiangxin Zhou,
Nanning Zheng
,
Ge Liu
UniMatch: Universal Matching from Atom to Task for Few-Shot Drug Discovery
ICLR 2025 ·
Ruifeng Li
,
Mingqian Li
,
Wei Liu
,
Yuhua Zhou
, Xiangxin Zhou,
Yuan Yao
,
Qiang Zhang
,
Hongyang Chen
Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization
NeurIPS 2024 · Xiangxin Zhou,
Dongyu Xue
,
Ruizhe Chen
,
Zaixiang Zheng
,
Liang Wang
,
Quanquan Gu
Binding-Adaptive Diffusion Models for Structure-Based Drug Design
AAAI 2024 ·
Zhilin Huang
,
Ling Yang
,
Zaixi Zhang
, Xiangxin Zhou,
Yu Bao
,
Xiawu Zheng
,
Yuwei Yang
,
Yu Wang
,
Wenming Yang
DecompOpt: Controllable and Decomposed Diffusion Models for Structure-based Molecular Optimization
ICLR 2024 · Xiangxin Zhou,
Xiwei Cheng
,
Yuwei Yang
,
Yu Bao
,
Liang Wang
,
Quanquan Gu
Interaction-based Retrieval-augmented Diffusion Models for Protein-specific 3D Molecule Generation
ICML 2024 ·
Zhilin Huang
,
Ling Yang
, Xiangxin Zhou,
Chujun Qin
,
Yijie Yu
,
Xiawu Zheng
,
Zikun Zhou
,
Wentao Zhang
,
Yu Wang
,
Wenming Yang
Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models
ICLR 2024 ·
Zhilin Huang
,
Ling Yang
, Xiangxin Zhou,
Zhilong Zhang
,
Wentao Zhang
,
Xiawu Zheng
,
Jie Chen
,
Yu Wang
,
Bin Cui
,
Wenming Yang
Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design
NeurIPS 2024 · Xiangxin Zhou,
Jiaqi Guan
,
Yijia Zhang
,
Xingang Peng
,
Liang Wang
,
Jianzhu Ma
Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process
ICML 2024 · Xiangxin Zhou,
Liang Wang
,
Yichi Zhou