PPaperPicks

Bowen Zhou

Tsinghua University, Department of Electronic Engineering, Beijing, China

44 papers at tracked venues · 37 at CORE A* · active 2024–2026

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Venues

ACL ×14NeurIPS ×6AAAI ×5EMNLP ×4ICML ×4CVPR ×3ICCV ×2ICLR ×2NAACL ×2ACM MM ×1CIKM ×1

Frequent coauthors

Xinwei Long
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Biqing Qi
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Zhiyuan Ma
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Kaiyan Zhang
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Shuang Cheng
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Lifan Yuan
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Xiangyu Hong
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Ermo Hua
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Xuekai Zhu
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Yuxin Zuo
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Jian Zhao
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Jinghan Yu
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Papers

  1. GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning
    AAAI 2026 ·
    Jian Zhao
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  2. I2E: From Image Pixels to Actionable Interactive Environments for Text-Guided Image Editing
    ACL 2026 ·
    Jinghan Yu
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  3. MARS²: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
    ACL 2026 ·
    Pengfei Li
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  4. MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing
    ACL 2026 ·
    Junbo Niu
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  5. Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism
    ACL 2026 ·
    Yuhua Jiang
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  6. SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding
    ACL 2026 ·
    Shuang Cheng
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  7. SDAR: A Synergistic Diffusion-AutoRegression Paradigm for Scalable Sequence Generation
    ACL 2026 ·
    Shuang Cheng
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  8. V-GameGym: Visual Game Generation for Code Large Language Models
    ACL 2026 ·
    Wei Zhang
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  9. AdsQA: Towards Advertisement Video Understanding
    ICCV 2025 ·
    Xinwei Long
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  10. Advancing LLM Reasoning Generalists with Preference Trees
    ICLR 2025 ·
    Lifan Yuan
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  11. DePass: Unified Feature Attributing by Simple Decomposed Forward Pass
    NeurIPS 2025 ·
    Xiangyu Hong
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  12. Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback
    ACL 2025 ·
    Jiakang Yuan
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  13. Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization
    ICML 2025 ·
    Ermo Hua
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  14. Free Process Rewards without Process Labels
    ICML 2025 ·
    Lifan Yuan
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  15. Fusing Highly Specialized Language Models for Comprehensive Expertise
    ACL 2025 ·
    Ning Ding
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  16. How to Synthesize Text Data without Model Collapse?
    ICML 2025 ·
    Xuekai Zhu
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  17. Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process
    ACL 2025 ·
    Ermo Hua
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  18. Less is More: Efficient Model Merging with Binary Task Switch
    CVPR 2025 ·
    Biqing Qi
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  19. MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook
    ICCV 2025 ·
    Peng Xu
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  20. Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
    ACL 2025 ·
    Haoyang Su
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  21. MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding
    ICML 2025 ·
    Yuxin Zuo
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  22. Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models
    NeurIPS 2025 ·
    Jiaqi Cao
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  23. OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees
    ICLR 2025 ·
    Kaiyan Zhang
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  24. Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
    AAAI 2025 ·
    Xinwei Long
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  25. ReviewRL: Towards Automated Scientific Review with RL
    EMNLP 2025 ·
    Sihang Zeng
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  26. TTRL: Test-Time Reinforcement Learning
    NeurIPS 2025 ·
    Yuxin Zuo
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  27. AdapEdit: Spatio-Temporal Guided Adaptive Editing Algorithm for Text-Based Continuity-Sensitive Image Editing
    AAAI 2024 ·
    Zhiyuan Ma
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  28. CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following
    ACL 2024 ·
    Kaiyan Zhang
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  29. Empowering Private Tutoring by Chaining Large Language Models
    CIKM 2024 ·
    Yulin Chen
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  30. Exploring Adversarial Robustness of Deep State Space Models
    NeurIPS 2024 ·
    Biqing Qi
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  31. Generative Multi-Modal Knowledge Retrieval with Large Language Models
    AAAI 2024 ·
    Xinwei Long
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  32. Interactive Continual Learning: Fast and Slow Thinking
    CVPR 2024 ·
    Biqing Qi
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  33. LAKE-RED: Camouflaged Images Generation by Latent Background Knowledge Retrieval-Augmented Diffusion
    CVPR 2024 ·
    Pancheng Zhao
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  34. LMD: Faster Image Reconstruction with Latent Masking Diffusion
    AAAI 2024 ·
    Zhiyuan Ma
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  35. MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making
    EMNLP 2024 ·
    Dayuan Fu
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  36. Neural Residual Diffusion Models for Deep Scalable Vision Generation
    NeurIPS 2024 ·
    Zhiyuan Ma
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  37. On Large Language Models' Hallucination with Regard to Known Facts
    NAACL 2024 ·
    Che Jiang
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  38. On the token distance modeling ability of higher RoPE attention dimension
    EMNLP 2024 ·
    Xiangyu Hong
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  39. PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning
    NAACL 2024 ·
    Xuekai Zhu
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  40. SMR: State Memory Replay for Long Sequence Modeling
    ACL 2024 ·
    Biqing Qi
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  41. Safe-SD: Safe and Traceable Stable Diffusion with Text Prompt Trigger for Invisible Generative Watermarking
    ACM MM 2024 ·
    Zhiyuan Ma
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  42. Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention
    EMNLP 2024 ·
    Xingtai Lv
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  43. Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever
    ACL 2024 ·
    Xinwei Long
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  44. UltraMedical: Building Specialized Generalists in Biomedicine
    NeurIPS 2024 ·
    Kaiyan Zhang
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