Zhou, Xiangxin

1. Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection
   2019/08/26 by Zhu, Benjin, Jiang, Zhengkai, Zhou, Xiangxin +2 · 22 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Defeating the Training-Inference Mismatch via FP16
   2025/10/30 by Penghui Qi, Qi, Penghui, Zichen Liu +11 · 4 voices · 8 citations
   #cs.LG #cs.AI #cs.CL
3. DecompDiff: Diffusion Models with Decomposed Priors for Structure-Based Drug Design
   2024/02/26 by Jiaqi Guan, Guan, Jiaqi, Xiangxin Zhou +15 · 11 citations
   Computer Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Reinforcing General Reasoning without Verifiers
   2025/05/27 by Xiangxin Zhou, Zhou, Xiangxin, Zichen Liu +15 · 31 citations
   Computer Science · #Logic, Reasoning, and Knowledge
5. GSLB: The Graph Structure Learning Benchmark
   2023/10/08 by Li, Zhixun, Wang, Liang, Sun, Xin +8 · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization
   2024/03/25 by Xiangxin Zhou, Dongyu Xue, Zhou, Xiangxin +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
7. 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
8. Global Sparse Momentum SGD for Pruning Very Deep Neural Networks
   2019/09/27 by Ding, Xiaohan, Ding, Guiguang, Zhou, Xiangxin +3 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use
   2025/08/06 by Hu, Xueyu, Xiong, Tao, Yi, Biao +26 · 16 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Bridging Text and Molecule: A Survey on Multimodal Frameworks for Molecule
    2024/03/07 by Xiao, Yi, Zhou, Xiangxin, Liu, Qiang +1 · 2 citations
    #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. 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
12. 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)
13. An All-Atom Generative Model for Designing Protein Complexes
    2025/04/17 by Chen, Ruizhe, Xue, Dongyu, Zhou, Xiangxin +3 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. Binding-Adaptive Diffusion Models for Structure-Based Drug Design
    2024/01/15 by Zhilin Huang, Huang, Zhilin, L. Yang +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
15. 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)
16. 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
17. ChemBOMAS: Accelerated BO in Chemistry with LLM-Enhanced Multi-Agent System
    2025/09/10 by Han, Dong, Ai, Zhehong, Cai, Pengxiang +16 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
18. UniMatch: Universal Matching from Atom to Task for Few-Shot Drug Discovery
    2025/02/18 by Li, Ruifeng, Li, Mingqian, Liu, Wei +5 · 1 citation
    #68U07 #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)