PPaperPicks

Bowen Zhou

Tsinghua University, Department of Electronic Engineering, Beijing, China

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

DBLP profile ↗ORCID 0000-0003-1062-9526 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Biqing Qi
×25
Kaiyan Zhang
×19
Ning Ding
×15
Ermo Hua
×11
Zhiyuan Ma
×10
Xinwei Long
×8
Che Jiang
×7
Ganqu Cui
×7
Xingtai Lv
×7
Xuekai Zhu
×7
Junqi Gao
×6
Kai Tian
×6

Papers

  1. GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning
    AAAI 2026 ·
    Jian Zhao
    ,
    Runze Liu
    ,
    Kaiyan Zhang
    ,
    Zhimu Zhou
    ,
    Junqi Gao
    ,
    Dong Li
    ,
    Jiafei Lyu
    ,
    Zhouyi Qian
    ,
    Biqing Qi
    ,
    Xiu Li
    , Bowen Zhou
  2. I2E: From Image Pixels to Actionable Interactive Environments for Text-Guided Image Editing
    ACL 2026 ·
    Jinghan Yu
    ,
    Junhao Xiao
    ,
    Chenyu Zhu
    ,
    Jiaming Li
    ,
    Jia Li
    ,
    HanMing Deng
    ,
    Xirui Wang
    ,
    Guoli Jia
    ,
    Jianjun Li
    ,
    Xiang Bai
    , Bowen Zhou,
    Zhiyuan Ma
  3. MARS²: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
    ACL 2026 ·
    Pengfei Li
    ,
    Shijie Wang
    ,
    Fangyuan Li
    ,
    Yikun Fu
    ,
    Kaifeng Liu
    ,
    Kaiyan Zhang
    ,
    Dazhi Zhang
    ,
    Yuqiang Li
    ,
    Biqing Qi
    , Bowen Zhou
  4. MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing
    ACL 2026 ·
    Junbo Niu
    ,
    Zheng Liu
    ,
    Zhuangcheng Gu
    ,
    Bin Wang
    ,
    Linke Ouyang
    ,
    Zhiyuan Zhao
    ,
    Tao Chu
    ,
    Tianyao He
    ,
    Fan Wu
    ,
    Qintong Zhang
    ,
    Zhenjiang Jin
    ,
    Guang Liang
    ,
    Rui Zhang
    ,
    Wenzheng Zhang
    ,
    Yuan Qu
    ,
    Zhifei Ren
    ,
    Yuefeng Sun
    ,
    Zirui Tang
    ,
    Boyu Niu
    ,
    Yuanhong Zheng
    ,
    Dongsheng Ma
    ,
    Ziyang Miao
    ,
    Hejun Dong
    ,
    Siyi Qian
    ,
    Junyuan Zhang
    ,
    Fangdong Wang
    ,
    Jingzhou Chen
    ,
    Xiaomeng Zhao
    ,
    Liqun Wei
    ,
    Wei Li
    ,
    Shasha Wang
    ,
    Ruiliang Xu
    ,
    Yuanyuan Cao
    ,
    Lu Chen
    ,
    Qianqian Wu
    ,
    Huaiyu Gu
    ,
    Lindong Lu
    ,
    Dechen Lin
    ,
    Shenguanlin
    ,
    Xuanhe Zhou
    ,
    Linfeng Zhang
    ,
    Yuhang Zang
    ,
    Xiaoyi Dong
    ,
    Jiaqi Wang
    ,
    Bo Zhang
    ,
    Lei Bai
    ,
    Pei Chu
    ,
    Weijia Li
    ,
    Jiang Wu
    ,
    Lijun Wu
    ,
    Zhenxiang Li
    ,
    Guangyu Wang
    ,
    Zhongying Tu
    ,
    Chao Xu
    ,
    Kai Chen
    , Bowen Zhou,
    Dahua Lin
    ,
    Wentao Zhang
    ,
    Conghui He
  5. Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism
    ACL 2026 ·
    Yuhua Jiang
    ,
    Shuang Cheng
    ,
    Yihao Liu
    ,
    Ermo Hua
    ,
    Che Jiang
    ,
    Weigao Sun
    ,
    Yu Cheng
    ,
    Feifei Gao
    ,
    Biqing Qi
    , Bowen Zhou
  6. SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding
    ACL 2026 ·
    Shuang Cheng
    ,
    Yuhua Jiang
    ,
    Zineng Zhou
    ,
    Dawei Liu
    ,
    Tao Wang
    ,
    Linfeng Zhang
    ,
    Biqing Qi
    , Bowen Zhou
  7. SDAR: A Synergistic Diffusion-AutoRegression Paradigm for Scalable Sequence Generation
    ACL 2026 ·
    Shuang Cheng
    ,
    Yihan Bian
    ,
    Dawei Liu
    ,
    Yuhua Jiang
    ,
    Yihao Liu
    ,
    Linfeng Zhang
    ,
    Qian Yao
    ,
    Zhongbo Tian
    ,
    Wenhai Wang
    ,
    Qipeng Guo
    ,
    Kai Chen
    ,
    Biqing Qi
    , Bowen Zhou
  8. V-GameGym: Visual Game Generation for Code Large Language Models
    ACL 2026 ·
    Wei Zhang
    ,
    Jian Yang
    ,
    Renshuai Tao
    ,
    Linzheng Chai
    ,
    Shuyue Guo
    ,
    Jiajun Wu
    ,
    Xiaoming Chen
    ,
    Ganqu Cui
    ,
    Ning Ding
    ,
    Xander Xu
    ,
    H. U. Wei
    , Bowen Zhou
  9. AdsQA: Towards Advertisement Video Understanding
    ICCV 2025 ·
    Xinwei Long
    ,
    Kai Tian
    ,
    Peng Xu
    ,
    Guoli Jia
    ,
    Jingxuan Li
    ,
    Sa Yang
    ,
    Yihua Shao
    ,
    Kaiyan Zhang
    ,
    Che Jiang
    ,
    Hao Xu
    ,
    Yang Liu
    ,
    Jiaheng Ma
    , Bowen Zhou
  10. Advancing LLM Reasoning Generalists with Preference Trees
    ICLR 2025 ·
    Lifan Yuan
    ,
    Ganqu Cui
    ,
    Hanbin Wang
    ,
    Ning Ding
    ,
    Xingyao Wang
    ,
    Boji Shan
    ,
    Zeyuan Liu
    ,
    Jia Deng
    ,
    Huimin Chen
    ,
    Ruobing Xie
    ,
    Yankai Lin
    ,
    Zhenghao Liu
    , Bowen Zhou,
    Hao Peng
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
  11. DePass: Unified Feature Attributing by Simple Decomposed Forward Pass
    NeurIPS 2025 ·
    Xiangyu Hong
    ,
    Che Jiang
    ,
    Kai Tian
    ,
    Biqing Qi
    ,
    Youbang Sun
    ,
    Ning Ding
    , Bowen Zhou
  12. Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback
    ACL 2025 ·
    Jiakang Yuan
    ,
    Xiangchao Yan
    ,
    Bo Zhang
    ,
    Tao Chen
    ,
    Botian Shi
    ,
    Wanli Ouyang
    ,
    Yu Qiao
    ,
    Lei Bai
    , Bowen Zhou
  13. Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization
    ICML 2025 ·
    Ermo Hua
    ,
    Che Jiang
    ,
    Xingtai Lv
    ,
    Kaiyan Zhang
    ,
    Youbang Sun
    ,
    Yuchen Fan
    ,
    Xuekai Zhu
    ,
    Biqing Qi
    ,
    Ning Ding
    , Bowen Zhou
  14. Free Process Rewards without Process Labels
    ICML 2025 ·
    Lifan Yuan
    ,
    Wendi Li
    ,
    Huayu Chen
    ,
    Ganqu Cui
    ,
    Ning Ding
    ,
    Kaiyan Zhang
    , Bowen Zhou,
    Zhiyuan Liu
    ,
    Hao Peng
  15. Fusing Highly Specialized Language Models for Comprehensive Expertise
    ACL 2025 ·
    Ning Ding
    ,
    Yulin Chen
    ,
    Ganqu Cui
    ,
    Xingtai Lv
    ,
    Weilin Zhao
    ,
    Kaiyan Zhang
    ,
    Ruobing Xie
    , Bowen Zhou,
    Zhiyuan Liu
    ,
    Maosong Sun
  16. How to Synthesize Text Data without Model Collapse?
    ICML 2025 ·
    Xuekai Zhu
    ,
    Daixuan Cheng
    ,
    Hengli Li
    ,
    Kaiyan Zhang
    ,
    Ermo Hua
    ,
    Xingtai Lv
    ,
    Ning Ding
    ,
    Zhouhan Lin
    ,
    Zilong Zheng
    , Bowen Zhou
  17. Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process
    ACL 2025 ·
    Ermo Hua
    ,
    Biqing Qi
    ,
    Kaiyan Zhang
    ,
    Kai Tian
    ,
    Xingtai Lv
    ,
    Ning Ding
    , Bowen Zhou
  18. Less is More: Efficient Model Merging with Binary Task Switch
    CVPR 2025 ·
    Biqing Qi
    ,
    Fangyuan Li
    ,
    Zhen Wang
    ,
    Junqi Gao
    ,
    Dong Li
    ,
    Peng Ye
    , Bowen Zhou
  19. MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook
    ICCV 2025 ·
    Peng Xu
    ,
    Shengwu Xiong
    ,
    Jiajun Zhang
    ,
    Yaxiong Chen
    , Bowen Zhou,
    Chen Change Loy
    ,
    David A. Clifton
    ,
    Kyoung Mu Lee
    ,
    Luc Van Gool
    ,
    Ruiming He
    ,
    Ruilin Yao
    ,
    Xinwei Long
    ,
    Jirui Huang
    ,
    Kai Tian
    ,
    Sa Yangbcd
    ,
    Yihua Shao
    ,
    Jin Feng
    ,
    Yue Zhong
    ,
    Jiakai Zhou
    ,
    Cheng Tang
    ,
    Tianyu Zou
    ,
    Yifang Zhang
    ,
    Junming Liang
    ,
    Guoyou Li
    ,
    Zhaoxiang Wang
    ,
    Qiang Zhou
    ,
    Yichen Zhao
    ,
    Shili Xiong
    ,
    Hyeongjin Nam
    ,
    Jaerin Lee
    ,
    Jaeyoung Chung
    ,
    JoonKyu Park
    ,
    Junghun Oh
    ,
    Kanggeon Lee
    ,
    Wooseok Lee
    ,
    Juneyoung Ro
    ,
    Turghun Osman
    ,
    Can Hu
    ,
    Chaoyang Liao
    ,
    Cheng Chen
    ,
    Chengcheng Han
    ,
    Chenhao Qiu
    ,
    Chong Peng
    ,
    Cong Xu
    ,
    Dailin Li
    ,
    Feiyu Wang
    ,
    Feng Gao
    ,
    Guibo Zhu
    ,
    Guopeng Tang
    ,
    Haibo Lu
    ,
    Han Fang
    ,
    Han Qi
    ,
    Hanxiao Wu
    ,
    Haobo Cheng
    ,
    Hongbo Sun
    ,
    Hongyao Chen
    ,
    Huayong Hu
    ,
    Hui Lid
    ,
    Jiaheng Ma
    ,
    Jiang Yu
    ,
    Jianing Wang
    ,
    Jie Yang
    ,
    Jing He
    ,
    Jinglin Zhou
    ,
    Jingxuan Li
    ,
    Josef Kittler
    ,
    Lihao Zheng
    ,
    Linnan Zhao
    ,
    Mengxi Jia
    ,
    Muyang Yan
    ,
    Nguyen Thanh Thien
    ,
    Pu Luo
    ,
    Qi Li
    ,
    Shien Song
    ,
    Shijie Dong
    ,
    Shuai Shao
    ,
    Shutao Li
    ,
    Taofeng Xue
    ,
    Tianyang Xu
    ,
    Tianyi Gao
    ,
    Tingting Li
    ,
    Wei Zhang
    ,
    Weiyang Su
    ,
    Xiaodong Dong
    ,
    Xiao-Jun Wu
    ,
    Xiaopeng Zhou
    ,
    Xin Chen
    ,
    Xin Wei
    ,
    Xinyi You
    ,
    Xudong Kang
    ,
    Xujie Zhou
    ,
    Xusheng Liu
    ,
    Yanan Wang
    ,
    Yanbin Huang
    ,
    Yang Liu
    ,
    Yang Yang
    ,
    Yanglin Deng
    ,
    Yashu Kang
    ,
    Ye Yuan
    ,
    Yi Wen
    ,
    Yicen Tian
    ,
    Yilin Tao
    ,
    Yin Tang
    ,
    Yipeng Lin
    ,
    Yiqing Wang
    ,
    Yiting Xi
    ,
    Yongkang Yu
    ,
    Yumei Li
    ,
    Yuxin Qin
    ,
    Yuying Chen
    ,
    Yuzhe Cen
    ,
    Zhaofan Zou
    ,
    Zhaohong Liu
    ,
    Zhehao Shen
    ,
    Zhenglin Du
    ,
    Zhengyang Li
    ,
    Zhenni Huang
    ,
    Zhenwei Shao
    ,
    Zhilong Song
    ,
    Zhiyong Feng
    ,
    Zhiyu Wang
    ,
    Zhou Yu
    ,
    Ziang Li
    ,
    Zihan Zhai
    ,
    Zijian Zhang
    ,
    Ziyang Peng
    ,
    Ziyun Xiao
    ,
    Zongshu Li
  20. Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
    ACL 2025 ·
    Haoyang Su
    ,
    Renqi Chen
    ,
    Shixiang Tang
    ,
    Zhenfei Yin
    ,
    Xinzhe Zheng
    ,
    Jinzhe Li
    ,
    Biqing Qi
    ,
    Qi Wu
    ,
    Hui Li
    ,
    Wanli Ouyang
    ,
    Philip Torr
    , Bowen Zhou,
    Nanqing Dong
  21. MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding
    ICML 2025 ·
    Yuxin Zuo
    ,
    Shang Qu
    ,
    Yifei Li
    ,
    Zhang-Ren Chen
    ,
    Xuekai Zhu
    ,
    Ermo Hua
    ,
    Kaiyan Zhang
    ,
    Ning Ding
    , Bowen Zhou
  22. Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models
    NeurIPS 2025 ·
    Jiaqi Cao
    ,
    Jiarui Wang
    ,
    Rubin Wei
    ,
    Qipeng Guo
    ,
    Kai Chen
    , Bowen Zhou,
    Zhouhan Lin
  23. OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees
    ICLR 2025 ·
    Kaiyan Zhang
    ,
    Jiayuan Zhang
    ,
    Haoxin Li
    ,
    Xuekai Zhu
    ,
    Ermo Hua
    ,
    Xingtai Lv
    ,
    Ning Ding
    ,
    Biqing Qi
    , Bowen Zhou
  24. Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
    AAAI 2025 ·
    Xinwei Long
    ,
    Zhiyuan Ma
    ,
    Ermo Hua
    ,
    Kaiyan Zhang
    ,
    Biqing Qi
    , Bowen Zhou
  25. ReviewRL: Towards Automated Scientific Review with RL
    EMNLP 2025 ·
    Sihang Zeng
    ,
    Kai Tian
    ,
    Kaiyan Zhang
    ,
    Yuru Wang
    ,
    Junqi Gao
    ,
    Runze Liu
    ,
    Sa Yang
    ,
    Jingxuan Li
    ,
    Xinwei Long
    ,
    Jiaheng Ma
    ,
    Biqing Qi
    , Bowen Zhou
  26. TTRL: Test-Time Reinforcement Learning
    NeurIPS 2025 ·
    Yuxin Zuo
    ,
    Kaiyan Zhang
    ,
    Li Sheng
    ,
    Shang Qu
    ,
    Ganqu Cui
    ,
    Xuekai Zhu
    ,
    Haozhan Li
    ,
    Yuchen Zhang
    ,
    Xinwei Long
    ,
    Ermo Hua
    ,
    Biqing Qi
    ,
    Youbang Sun
    ,
    Zhiyuan Ma
    ,
    Lifan Yuan
    ,
    Ning Ding
    , Bowen Zhou
  27. AdapEdit: Spatio-Temporal Guided Adaptive Editing Algorithm for Text-Based Continuity-Sensitive Image Editing
    AAAI 2024 ·
    Zhiyuan Ma
    ,
    Guoli Jia
    , Bowen Zhou
  28. CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following
    ACL 2024 ·
    Kaiyan Zhang
    ,
    Jianyu Wang
    ,
    Ermo Hua
    ,
    Biqing Qi
    ,
    Ning Ding
    , Bowen Zhou
  29. Empowering Private Tutoring by Chaining Large Language Models
    CIKM 2024 ·
    Yulin Chen
    ,
    Ning Ding
    ,
    Hai-Tao Zheng
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
    , Bowen Zhou
  30. Exploring Adversarial Robustness of Deep State Space Models
    NeurIPS 2024 ·
    Biqing Qi
    ,
    Yiang Luo
    ,
    Junqi Gao
    ,
    Pengfei Li
    ,
    Kai Tian
    ,
    Zhiyuan Ma
    , Bowen Zhou
  31. Generative Multi-Modal Knowledge Retrieval with Large Language Models
    AAAI 2024 ·
    Xinwei Long
    ,
    Jiali Zeng
    ,
    Fandong Meng
    ,
    Zhiyuan Ma
    ,
    Kaiyan Zhang
    , Bowen Zhou,
    Jie Zhou
  32. Interactive Continual Learning: Fast and Slow Thinking
    CVPR 2024 ·
    Biqing Qi
    ,
    Xinquan Chen
    ,
    Junqi Gao
    ,
    Dong Li
    ,
    Jianxing Liu
    ,
    Ligang Wu
    , Bowen Zhou
  33. LAKE-RED: Camouflaged Images Generation by Latent Background Knowledge Retrieval-Augmented Diffusion
    CVPR 2024 ·
    Pancheng Zhao
    ,
    Peng Xu
    ,
    Pengda Qin
    ,
    Deng-Ping Fan
    ,
    Zhicheng Zhang
    ,
    Guoli Jia
    , Bowen Zhou,
    Jufeng Yang
  34. LMD: Faster Image Reconstruction with Latent Masking Diffusion
    AAAI 2024 ·
    Zhiyuan Ma
    ,
    Zhihuan Yu
    ,
    Jianjun Li
    , Bowen Zhou
  35. MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making
    EMNLP 2024 ·
    Dayuan Fu
    ,
    Biqing Qi
    ,
    Yihuai Gao
    ,
    Che Jiang
    ,
    Guanting Dong
    , Bowen Zhou
  36. Neural Residual Diffusion Models for Deep Scalable Vision Generation
    NeurIPS 2024 ·
    Zhiyuan Ma
    ,
    Liangliang Zhao
    ,
    Biqing Qi
    , Bowen Zhou
  37. On Large Language Models' Hallucination with Regard to Known Facts
    NAACL 2024 ·
    Che Jiang
    ,
    Biqing Qi
    ,
    Xiangyu Hong
    ,
    Dayuan Fu
    ,
    Yang Cheng
    ,
    Fandong Meng
    ,
    Mo Yu
    , Bowen Zhou,
    Jie Zhou
  38. On the token distance modeling ability of higher RoPE attention dimension
    EMNLP 2024 ·
    Xiangyu Hong
    ,
    Che Jiang
    ,
    Biqing Qi
    ,
    Fandong Meng
    ,
    Mo Yu
    , Bowen Zhou,
    Jie Zhou
  39. PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning
    NAACL 2024 ·
    Xuekai Zhu
    ,
    Biqing Qi
    ,
    Kaiyan Zhang
    ,
    Xinwei Long
    ,
    Zhouhan Lin
    , Bowen Zhou
  40. SMR: State Memory Replay for Long Sequence Modeling
    ACL 2024 ·
    Biqing Qi
    ,
    Junqi Gao
    ,
    Kaiyan Zhang
    ,
    Dong Li
    ,
    Jianxing Liu
    ,
    Ligang Wu
    , Bowen Zhou
  41. Safe-SD: Safe and Traceable Stable Diffusion with Text Prompt Trigger for Invisible Generative Watermarking
    ACM MM 2024 ·
    Zhiyuan Ma
    ,
    Guoli Jia
    ,
    Biqing Qi
    , Bowen Zhou
  42. Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention
    EMNLP 2024 ·
    Xingtai Lv
    ,
    Ning Ding
    ,
    Kaiyan Zhang
    ,
    Ermo Hua
    ,
    Ganqu Cui
    , Bowen Zhou
  43. Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever
    ACL 2024 ·
    Xinwei Long
    ,
    Jiali Zeng
    ,
    Fandong Meng
    ,
    Jie Zhou
    , Bowen Zhou
  44. UltraMedical: Building Specialized Generalists in Biomedicine
    NeurIPS 2024 ·
    Kaiyan Zhang
    ,
    Sihang Zeng
    ,
    Ermo Hua
    ,
    Ning Ding
    ,
    Zhang-Ren Chen
    ,
    Zhiyuan Ma
    ,
    Haoxin Li
    ,
    Ganqu Cui
    ,
    Biqing Qi
    ,
    Xuekai Zhu
    ,
    Xingtai Lv
    ,
    Jinfang Hu
    ,
    Zhiyuan Liu
    , Bowen Zhou