PPaperPicks

Hao Zhou

Tsinghua University, Institute for AI Industry Research, Beijing, China

40 papers at tracked venues · 36 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-1458-1016 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×10NeurIPS ×9ICML ×8ICLR ×6EMNLP ×2AAAI ×1AISTATS ×1ASE ×1NAACL ×1SIGKDD ×1

Frequent coauthors

Wei-Ying Ma
×17
Yuxuan Song
×14
Jie Zhou
×11
Fandong Meng
×10
Jingjing Gong
×7
Jingjing Liu
×6
Zaiqing Nie
×5
Shujian Huang
×4
Xu Sun
×4
Hanlin Wu
×4
Mingyue Zheng
×4
Zhe Zhang
×4

Papers

  1. A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAMΔ Integration into Upcycled MoE
    ACL 2026 · Hao Zhou,
    Tianhao Li
    ,
    Zhijun Wang
    ,
    Shuaijie She
    ,
    Linjuan Wu
    ,
    Hao-Ran Wei
    ,
    Baosong Yang
    ,
    Jiajun Chen
    ,
    Shujian Huang
  2. APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention
    ACL 2026 ·
    Yuxiang Huang
    ,
    Mingye Li
    ,
    Xu Han
    ,
    Chaojun Xiao
    ,
    Weilin Zhao
    ,
    Ao Sun
    ,
    Ziqi Yuan
    , Hao Zhou,
    Fandong Meng
    ,
    Zhiyuan Liu
  3. Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters
    ACL 2026 ·
    Zhiyu Xu
    ,
    Lean Wang
    ,
    Yuanxin Liu
    ,
    Lei Li
    , Hao Zhou,
    Fandong Meng
    ,
    Jie Zhou
    ,
    Xu Sun
  4. PEGRL: Improving Machine Translation by Post-Editing Guided Reinforcement Learning
    ACL 2026 ·
    Yunzhi Shen
    , Hao Zhou,
    Xin Huang
    ,
    Xue Han
    ,
    Junlan Feng
    ,
    Shujian Huang
  5. R³: End-to-End Reasoning-based Planning for Multi-step Retrosynthesis via Reinforcement Learning
    ACL 2026 ·
    YiFei Wang
    ,
    Qizhi Pei
    ,
    Jiangtao Feng
    ,
    Yuntian Shi
    ,
    Yi Duan
    ,
    Lihao Wang
    ,
    Lei Bai
    ,
    Lijun Wu
    ,
    Wei-Ying Ma
    , Hao Zhou
  6. A Periodic Bayesian Flow for Material Generation
    ICLR 2025 ·
    Hanlin Wu
    ,
    Yuxuan Song
    ,
    Jingjing Gong
    ,
    Ziyao Cao
    ,
    Yawen Ouyang
    ,
    Jianbing Zhang
    , Hao Zhou,
    Wei-Ying Ma
    ,
    Jingjing Liu
  7. APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs
    ACL 2025 ·
    Yuxiang Huang
    ,
    Mingye Li
    ,
    Xu Han
    ,
    Chaojun Xiao
    ,
    Weilin Zhao
    ,
    Sun Ao
    , Hao Zhou,
    Jie Zhou
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
  8. Accelerating 3D Molecule Generative Models with Trajectory Diagnosis
    NeurIPS 2025 ·
    Zhilong Zhang
    ,
    Yuxuan Song
    ,
    Yichun Wang
    ,
    Jingjing Gong
    ,
    Hanlin Wu
    ,
    Dongzhan Zhou
    , Hao Zhou,
    Wei-Ying Ma
  9. DAPO: An Open-Source LLM Reinforcement Learning System at Scale
    NeurIPS 2025 ·
    Qiying Yu
    ,
    Zheng Zhang
    ,
    Ruofei Zhu
    ,
    Yufeng Yuan
    ,
    Xiaochen Zuo
    ,
    Yu Yue
    ,
    Weinan Dai
    ,
    Tiantian Fan
    ,
    Gaohong Liu
    ,
    Juncai Liu
    ,
    Lingjun Liu
    ,
    Xin Liu
    ,
    Haibin Lin
    ,
    Zhiqi Lin
    ,
    Bole Ma
    ,
    Guangming Sheng
    ,
    Yuxuan Tong
    ,
    Chi Zhang
    ,
    Mofan Zhang
    ,
    Ru Zhang
    ,
    Wang Zhang
    ,
    Hang Zhu
    ,
    Jinhua Zhu
    ,
    Jiaze Chen
    ,
    Jiangjie Chen
    ,
    Chengyi Wang
    ,
    Hongli Yu
    ,
    Yuxuan Song
    ,
    Xiangpeng Wei
    , Hao Zhou,
    Jingjing Liu
    ,
    Wei-Ying Ma
    ,
    Ya-Qin Zhang
    ,
    Lin Yan
    ,
    Yonghui Wu
    ,
    Mingxuan Wang
  10. Empower Structure-Based Molecule Optimization with Gradient Guided Bayesian Flow Networks
    ICML 2025 ·
    Keyue Qiu
    ,
    Yuxuan Song
    ,
    Jie Yu
    ,
    Hongbo Ma
    ,
    Ziyao Cao
    ,
    Zhilong Zhang
    ,
    Yushuai Wu
    ,
    Mingyue Zheng
    , Hao Zhou,
    Wei-Ying Ma
  11. Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles
    NeurIPS 2025 ·
    Jiangjie Chen
    ,
    Qianyu He
    ,
    Siyu Yuan
    ,
    Aili Chen
    ,
    Zhicheng Cai
    ,
    Weinan Dai
    ,
    Hongli Yu
    ,
    Jiaze Chen
    ,
    Xuefeng Li
    ,
    Qiying Yu
    , Hao Zhou,
    Mingxuan Wang
  12. FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling
    ACL 2025 ·
    Weilin Zhao
    ,
    Tengyu Pan
    ,
    Xu Han
    ,
    Yudi Zhang
    ,
    Sun Ao
    ,
    Yuxiang Huang
    ,
    Kaihuo Zhang
    ,
    Weilun Zhao
    ,
    Yuxuan Li
    ,
    Jie Zhou
    , Hao Zhou,
    Jianyong Wang
    ,
    Maosong Sun
    ,
    Zhiyuan Liu
  13. Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training
    ACL 2025 ·
    Zhijun Wang
    ,
    Jiahuan Li
    , Hao Zhou,
    Rongxiang Weng
    ,
    Jingang Wang
    ,
    Xin Huang
    ,
    Xue Han
    ,
    Junlan Feng
    ,
    Chao Deng
    ,
    Shujian Huang
  14. MOF-BFN: Metal-Organic Frameworks Structure Prediction via Bayesian Flow Networks
    NeurIPS 2025 ·
    Rui Jiao
    ,
    Hanlin Wu
    ,
    Wenbing Huang
    ,
    Yuxuan Song
    ,
    Yawen Ouyang
    ,
    Yu Rong
    ,
    Tingyang Xu
    ,
    Pengju Wang
    , Hao Zhou,
    Wei-Ying Ma
    ,
    Jingjing Liu
    ,
    Yang Liu
  15. MiniPLM: Knowledge Distillation for Pre-training Language Models
    ICLR 2025 ·
    Yuxian Gu
    , Hao Zhou,
    Fandong Meng
    ,
    Jie Zhou
    ,
    Minlie Huang
  16. MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing
    AAAI 2025 · Hao Zhou,
    Zhijun Wang
    ,
    Shujian Huang
    ,
    Xin Huang
    ,
    Xue Han
    ,
    Junlan Feng
    ,
    Chao Deng
    ,
    Weihua Luo
    ,
    Jiajun Chen
  17. Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule
    ICML 2025 ·
    Keyue Qiu
    ,
    Yuxuan Song
    ,
    Zhehuan Fan
    ,
    Peidong Liu
    ,
    Zhe Zhang
    ,
    Mingyue Zheng
    , Hao Zhou,
    Wei-Ying Ma
  18. PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension
    ACL 2025 ·
    Kun Ouyang
    ,
    Yuanxin Liu
    ,
    Shicheng Li
    ,
    Yi Liu
    , Hao Zhou,
    Fandong Meng
    ,
    Jie Zhou
    ,
    Xu Sun
  19. Rationalized All-Atom Protein Design with Unified Multi-Modal Bayesian Flow
    NeurIPS 2025 ·
    Hanlin Wu
    ,
    Yuxuan Song
    ,
    Zhe Zhang
    ,
    Zhilong Zhang
    , Hao Zhou,
    Wei-Ying Ma
    ,
    Jingjing Liu
  20. Retrieval is Not Enough: Enhancing RAG through Test-Time Critique and Optimization
    NeurIPS 2025 ·
    Jiaqi Wei
    , Hao Zhou,
    Xiang Zhang
    ,
    Di Zhang
    ,
    Zijie Qiu
    ,
    Noah Wei
    ,
    Jinzhe Li
    ,
    Wanli Ouyang
    ,
    Siqi Sun
  21. Retro-R1: LLM-based Agentic Retrosynthesis
    NeurIPS 2025 ·
    Wei Liu
    ,
    Jiangtao Feng
    ,
    Hongli Yu
    ,
    Yuxuan Song
    ,
    Yuqiang Li
    ,
    Shufei Zhang
    ,
    Lei Bai
    ,
    Wei-Ying Ma
    , Hao Zhou
  22. RetroDiff: Retrosynthesis as Multi-stage Distribution Interpolation
    AISTATS 2025 ·
    Yiming Wang
    ,
    Yuxuan Song
    ,
    Yiqun Wang
    ,
    Minkai Xu
    ,
    Rui Wang
    , Hao Zhou,
    Wei-Ying Ma
  23. SToFM: a Multi-scale Foundation Model for Spatial Transcriptomics
    ICML 2025 ·
    Suyuan Zhao
    ,
    Yizhen Luo
    ,
    Ganbo Yang
    ,
    Yan Zhong
    , Hao Zhou,
    Zaiqing Nie
  24. ShortListing Model: A Streamlined Simplex Diffusion for Discrete Variable Generation
    NeurIPS 2025 ·
    Yuxuan Song
    ,
    Zhe Zhang
    ,
    Yu Pei
    ,
    Jingjing Gong
    ,
    Qiying Yu
    ,
    Zheng Zhang
    ,
    Mingxuan Wang
    , Hao Zhou,
    Jingjing Liu
    ,
    Wei-Ying Ma
  25. Smooth Interpolation for Improved Discrete Graph Generative Models
    ICML 2025 ·
    Yuxuan Song
    ,
    Juntong Shi
    ,
    Jingjing Gong
    ,
    Minkai Xu
    ,
    Stefano Ermon
    , Hao Zhou,
    Wei-Ying Ma
  26. Steering Protein Family Design through Profile Bayesian Flow
    ICLR 2025 ·
    Jingjing Gong
    ,
    Yu Pei
    ,
    Siyu Long
    ,
    Yuxuan Song
    ,
    Zhe Zhang
    ,
    Wenhao Huang
    ,
    Ziyao Cao
    ,
    Shuyi Zhang
    , Hao Zhou,
    Wei-Ying Ma
  27. Vision-Language Models Can Self-Improve Reasoning via Reflection
    NAACL 2025 ·
    Kanzhi Cheng
    ,
    Yantao Li
    ,
    Fangzhi Xu
    ,
    Jianbing Zhang
    , Hao Zhou,
    Yang Liu
  28. A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers
    EMNLP 2024 ·
    Chenyang Huang
    , Hao Zhou,
    Cameron Jen
    ,
    Kangjie Zheng
    ,
    Osmar R. Zaïane
    ,
    Lili Mou
  29. ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling
    ICML 2024 ·
    Kangjie Zheng
    ,
    Siyu Long
    ,
    Tianyu Lu
    ,
    Junwei Yang
    ,
    Xinyu Dai
    ,
    Ming Zhang
    ,
    Zaiqing Nie
    ,
    Wei-Ying Ma
    , Hao Zhou
  30. Enhancing Byzantine-Resistant Aggregations with Client Embedding
    EMNLP 2024 ·
    Zhiyuan Zhang
    , Hao Zhou,
    Fandong Meng
    ,
    Jie Zhou
    ,
    Xu Sun
  31. Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios
    ACL 2024 ·
    Bin Sun
    ,
    Jianfeng Li
    , Hao Zhou,
    Fandong Meng
    ,
    Kan Li
    ,
    Jie Zhou
  32. How Effectively Do Code Language Models Understand Poor-Readability Code?
    ASE 2024 ·
    Chao Hu
    ,
    Yitian Chai
    , Hao Zhou,
    Fandong Meng
    ,
    Jie Zhou
    ,
    Xiaodong Gu
  33. Large Language Models Are Not Robust Multiple Choice Selectors
    ICLR 2024 ·
    Chujie Zheng
    , Hao Zhou,
    Fandong Meng
    ,
    Jie Zhou
    ,
    Minlie Huang
  34. Learning Multi-view Molecular Representations with Structured and Unstructured Knowledge
    SIGKDD 2024 ·
    Yizhen Luo
    ,
    Kai Yang
    ,
    Massimo Hong
    ,
    Xing Yi Liu
    ,
    Zikun Nie
    , Hao Zhou,
    Zaiqing Nie
  35. Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective
    ICML 2024 ·
    Junwei Yang
    ,
    Kangjie Zheng
    ,
    Siyu Long
    ,
    Zaiqing Nie
    ,
    Ming Zhang
    ,
    Xinyu Dai
    ,
    Wei-Ying Ma
    , Hao Zhou
  36. MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space
    ICML 2024 ·
    Yanru Qu
    ,
    Keyue Qiu
    ,
    Yuxuan Song
    ,
    Jingjing Gong
    ,
    Jiawei Han
    ,
    Mingyue Zheng
    , Hao Zhou,
    Wei-Ying Ma
  37. MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering
    NeurIPS 2024 ·
    Yizhen Luo
    ,
    Zikun Nie
    ,
    Massimo Hong
    ,
    Suyuan Zhao
    , Hao Zhou,
    Zaiqing Nie
  38. On Prompt-Driven Safeguarding for Large Language Models
    ICML 2024 ·
    Chujie Zheng
    ,
    Fan Yin
    , Hao Zhou,
    Fandong Meng
    ,
    Jie Zhou
    ,
    Kai-Wei Chang
    ,
    Minlie Huang
    ,
    Nanyun Peng
  39. Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs
    ICLR 2024 ·
    Lean Wang
    ,
    Wenkai Yang
    ,
    Deli Chen
    , Hao Zhou,
    Yankai Lin
    ,
    Fandong Meng
    ,
    Jie Zhou
    ,
    Xu Sun
  40. Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks
    ICLR 2024 ·
    Yuxuan Song
    ,
    Jingjing Gong
    , Hao Zhou,
    Mingyue Zheng
    ,
    Jingjing Liu
    ,
    Wei-Ying Ma