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Hao Zhou

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

39 papers at tracked venues · 35 at CORE A* · active 2024–2026

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

Venues

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

Frequent coauthors

Yuxuan Song
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Yuxiang Huang
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Hanlin Wu
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Keyue Qiu
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Chujie Zheng
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Yizhen Luo
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Zhiyu Xu
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Yunzhi Shen
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YiFei Wang
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Zhilong Zhang
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Qiying Yu
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Jiangjie Chen
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Papers

  1. A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAMΔ Integration into Upcycled MoE
    ACL 2026 · Hao Zhou
  2. APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention
    ACL 2026 ·
    Yuxiang Huang
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  3. Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters
    ACL 2026 ·
    Zhiyu Xu
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  4. PEGRL: Improving Machine Translation by Post-Editing Guided Reinforcement Learning
    ACL 2026 ·
    Yunzhi Shen
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  5. R³: End-to-End Reasoning-based Planning for Multi-step Retrosynthesis via Reinforcement Learning
    ACL 2026 ·
    YiFei Wang
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  6. A Periodic Bayesian Flow for Material Generation
    ICLR 2025 ·
    Hanlin Wu
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  7. APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs
    ACL 2025 ·
    Yuxiang Huang
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  8. Accelerating 3D Molecule Generative Models with Trajectory Diagnosis
    NeurIPS 2025 ·
    Zhilong Zhang
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  9. DAPO: An Open-Source LLM Reinforcement Learning System at Scale
    NeurIPS 2025 ·
    Qiying Yu
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  10. Empower Structure-Based Molecule Optimization with Gradient Guided Bayesian Flow Networks
    ICML 2025 ·
    Keyue Qiu
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  11. Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles
    NeurIPS 2025 ·
    Jiangjie Chen
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  12. FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling
    ACL 2025 ·
    Weilin Zhao
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  13. Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training
    ACL 2025 ·
    Zhijun Wang
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  14. MOF-BFN: Metal-Organic Frameworks Structure Prediction via Bayesian Flow Networks
    NeurIPS 2025 ·
    Rui Jiao
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  15. MiniPLM: Knowledge Distillation for Pre-training Language Models
    ICLR 2025 ·
    Yuxian Gu
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  16. MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing
    AAAI 2025 · Hao Zhou
  17. Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule
    ICML 2025 ·
    Keyue Qiu
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  18. PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension
    ACL 2025 ·
    Kun Ouyang
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  19. Rationalized All-Atom Protein Design with Unified Multi-Modal Bayesian Flow
    NeurIPS 2025 ·
    Hanlin Wu
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  20. Retrieval is Not Enough: Enhancing RAG through Test-Time Critique and Optimization
    NeurIPS 2025 ·
    Jiaqi Wei
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  21. Retro-R1: LLM-based Agentic Retrosynthesis
    NeurIPS 2025 ·
    Wei Liu
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  22. RetroDiff: Retrosynthesis as Multi-stage Distribution Interpolation
    AISTATS 2025 ·
    Yiming Wang
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  23. SToFM: a Multi-scale Foundation Model for Spatial Transcriptomics
    ICML 2025 ·
    Suyuan Zhao
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  24. ShortListing Model: A Streamlined Simplex Diffusion for Discrete Variable Generation
    NeurIPS 2025 ·
    Yuxuan Song
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  25. Smooth Interpolation for Improved Discrete Graph Generative Models
    ICML 2025 ·
    Yuxuan Song
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  26. Steering Protein Family Design through Profile Bayesian Flow
    ICLR 2025 ·
    Jingjing Gong
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  27. Vision-Language Models Can Self-Improve Reasoning via Reflection
    NAACL 2025 ·
    Kanzhi Cheng
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  28. A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers
    EMNLP 2024 ·
    Chenyang Huang
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  29. ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling
    ICML 2024 ·
    Kangjie Zheng
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  30. Enhancing Byzantine-Resistant Aggregations with Client Embedding
    EMNLP 2024 ·
    Zhiyuan Zhang
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  31. Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios
    ACL 2024 ·
    Bin Sun
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  32. Large Language Models Are Not Robust Multiple Choice Selectors
    ICLR 2024 ·
    Chujie Zheng
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  33. Learning Multi-view Molecular Representations with Structured and Unstructured Knowledge
    SIGKDD 2024 ·
    Yizhen Luo
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  34. Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective
    ICML 2024 ·
    Junwei Yang
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  35. MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space
    ICML 2024 ·
    Yanru Qu
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  36. MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering
    NeurIPS 2024 ·
    Yizhen Luo
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  37. On Prompt-Driven Safeguarding for Large Language Models
    ICML 2024 ·
    Chujie Zheng
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  38. Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs
    ICLR 2024 ·
    Lean Wang
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  39. Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks
    ICLR 2024 ·
    Yuxuan Song
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