Xiangxin Zhou
- Defeating the Training-Inference Mismatch via FP16
2025/10/30 by Penghui Qi, Zichen Liu, Qi, Penghui +11 · 4 voices · 8 citations
#cs.LG #cs.AI #cs.CL
- Reinforcing General Reasoning without Verifiers
2025/05/27 by Xiangxin Zhou, Zhou, Xiangxin, Zichen Liu +15 · 31 citations
Computer Science · #Logic, Reasoning, and Knowledge
- DecompDiff: Diffusion Models with Decomposed Priors for Structure-Based Drug Design
2024/02/26 by Jiaqi Guan, Guan, Jiaqi, Xiangxin Zhou +15 · 10 citations
Computer Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization
2024/03/25 by Xiangxin Zhou, Zhou, Xiangxin, Dongyu Xue +9 · 5 citations
Medicine · Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Monoclonal and Polyclonal Antibodies Research #Protein purification and stability #Immunotherapy and Immune Responses
- ProteinBench: A Holistic Evaluation of Protein Foundation Models
2024/09/10 by Fei Ye, Zaixiang Zheng, Ye, Fei +17 · 5 citations
Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies
- Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process
2024/03/07 by Xiangxin Zhou, Zhou, Xiangxin, Liang Wang +3 · 2 citations
Decision Sciences · Economics, Econometrics and Finance · #Climate Change Policy and Economics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Simulation Techniques and Applications #Stochastic processes and financial applications
- Decomposed Direct Preference Optimization for Structure-Based Drug Design
2024/07/19 by Xiwei Cheng, Cheng, Xiwei, Xiangxin Zhou +7 · 2 citations
Computer Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Binding-Adaptive Diffusion Models for Structure-Based Drug Design
2024/01/15 by Zhilin Huang, L. Yang, Huang, Zhilin +15 · 2 citations
Engineering · Computer Science · Biochemistry, Genetics and Molecular Biology · #Innovative Microfluidic and Catalytic Techniques Innovation #Computational Drug Discovery Methods #Chemical Synthesis and Analysis
- DecompOpt: Controllable and Decomposed Diffusion Models for Structure-based Molecular Optimization
2024/03/07 by Xiangxin Zhou, Xiwei Cheng, Zhou, Xiangxin +9 · 1 citation
Chemistry · Computer Science · Environmental Science · #Analytical Chemistry and Chromatography #Biomolecules (q-bio.BM) #Chemistry and Chemical Engineering #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Contextual Representation Anchor Network to Alleviate Selection Bias in Few-Shot Drug Discovery
2024/10/28 by Ruifeng Li, Li, Ruifeng, Wei Liu +11 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Computational Drug Discovery Methods #Genetics, Bioinformatics, and Biomedical Research
- MeanFlowNFT: Bringing Forward-Process RL to Average-Velocity Generators
2026/07/16 by Yushi Huang, Xiangxin Zhou, Jun Zhang +2 · 1 voice
#cs.CV #cs.LG
- SceneActBench: Can Agents Act on the 3D Scenes They See?
2026/07/24 by Yifei Zhao, Xiangxin Zhou, Wenhao Yang +11
#cs.AI #cs.CV
- Stale but Stable: Staleness-Adaptive Trust Regions for Stabilizing Asynchronous Reinforcement Learning
2026/07/21 by Junyao Yang, Yucheng Shi, Zongxia Li +6
#cs.LG #cs.CL