PPaperPicks

Bang Liu

Université de Montréal & Mila & Courtois Institute, QC, Canada

23 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9483-8984 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×6ICLR ×4EMNLP ×3NeurIPS ×2AAAI ×1AAMAS ×1ACM MM ×1ECCV ×1ICML ×1IJCAI ×1NAACL ×1WWW ×1

Frequent coauthors

Suyuchen Wang
×7
Chenglin Wu
×5
Sirui Hong
×4
Jinlin Wang
×4
Xiaoqiang Wang
×4
Jiayi Zhang
×3
Yuyu Luo
×3
Yun Zhu
×3
Zhiyuan Sun
×3
Haochen Shi
×3
Marc-Alexandre Côté
×3
Xingdi Yuan
×3

Papers

  1. Concise Math Reasoning via Difficulty-Aware Distillation
    ACL 2026 ·
    Yifan Wu
    ,
    Jingze Shi
    ,
    Bingheng Wu
    ,
    Jiayi Zhang
    ,
    Xiaotian Lin
    ,
    Yizhang Zhu
    ,
    Zhaoyang Yu
    , Bang Liu,
    Chenglin Wu
    ,
    Nan Tang
    ,
    Yuyu Luo
  2. EIAN: Explicit Interaction-aware Attention Network for Interpretable Event Modeling
    WWW 2026 ·
    Jiping Zhang
    ,
    Hua Zhu
    ,
    Hong Huang
    ,
    Yongkang Zhou
    ,
    Kehan Yin
    , Bang Liu
  3. Seeing Beyond Words: MatVQA for Challenging Visual-Scientific Reasoning in Materials Science
    ACL 2026 ·
    Sifan Wu
    ,
    Huan Zhang
    ,
    Yizhan Li
    ,
    Farshid Effaty
    ,
    Hongyuan Mei
    ,
    Amirreza Ataei
    , Bang Liu
  4. AFlow: Automating Agentic Workflow Generation
    ICLR 2025 ·
    Jiayi Zhang
    ,
    Jinyu Xiang
    ,
    Zhaoyang Yu
    ,
    Fengwei Teng
    ,
    Xionghui Chen
    ,
    Jiaqi Chen
    ,
    Mingchen Zhuge
    ,
    Xin Cheng
    ,
    Sirui Hong
    ,
    Jinlin Wang
    ,
    Bingnan Zheng
    , Bang Liu,
    Yuyu Luo
    ,
    Chenglin Wu
  5. AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understanding
    NeurIPS 2025 ·
    Ahmed Masry
    ,
    Juan A. Rodríguez
    ,
    Tianyu Zhang
    ,
    Suyuchen Wang
    ,
    Chao Wang
    ,
    Aarash Feizi
    ,
    Akshay Kalkunte Suresh
    ,
    Abhay Puri
    ,
    Xiangru Jian
    ,
    Pierre-André Noël
    ,
    Sathwik Tejaswi Madhusudhan
    ,
    Marco Pedersoli
    , Bang Liu,
    Nicolas Chapados
    ,
    Yoshua Bengio
    ,
    Enamul Hoque
    ,
    Chris Pal
    ,
    Issam Hadj Laradji
    ,
    David Vázquez
    ,
    Perouz Taslakian
    ,
    Spandana Gella
    ,
    Sai Rajeswar Mudumba
  6. Data Interpreter: An LLM Agent for Data Science
    ACL 2025 ·
    Sirui Hong
    ,
    Yizhang Lin
    , Bang Liu,
    Bangbang Liu
    ,
    Binhao Wu
    ,
    Ceyao Zhang
    ,
    Danyang Li
    ,
    Jiaqi Chen
    ,
    Jiayi Zhang
    ,
    Jinlin Wang
    ,
    Li Zhang
    ,
    Lingyao Zhang
    ,
    Min Yang
    ,
    Mingchen Zhuge
    ,
    Taicheng Guo
    ,
    Tuo Zhou
    ,
    Wei Tao
    ,
    Robert Tang
    ,
    Xiangtao Lu
    ,
    Xiawu Zheng
    ,
    Xinbing Liang
    ,
    Yaying Fei
    ,
    Yuheng Cheng
    ,
    Yongxin Ni
    ,
    Zhibin Gou
    ,
    Zongze Xu
    ,
    Yuyu Luo
    ,
    Chenglin Wu
  7. FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval
    NAACL 2025 ·
    Jinlin Wang
    ,
    Suyuchen Wang
    ,
    Ziwen Xia
    ,
    Sirui Hong
    ,
    Yun Zhu
    , Bang Liu,
    Chenglin Wu
  8. Improving Context Fidelity via Native Retrieval-Augmented Reasoning
    EMNLP 2025 ·
    Suyuchen Wang
    ,
    Jinlin Wang
    ,
    Xinyu Wang
    ,
    Shiqi Li
    ,
    Xiangru Tang
    ,
    Sirui Hong
    ,
    Xiao-Wen Chang
    ,
    Chenglin Wu
    , Bang Liu
  9. OSCAR: Operating System Control via State-Aware Reasoning and Re-Planning
    ICLR 2025 ·
    Xiaoqiang Wang
    , Bang Liu
  10. R³Mem: Bridging Memory Retention and Retrieval via Reversible Compression
    ACL 2025 ·
    Xiaoqiang Wang
    ,
    Suyuchen Wang
    ,
    Yun Zhu
    , Bang Liu
  11. System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts
    NeurIPS 2025 ·
    Xiaoqiang Wang
    ,
    Suyuchen Wang
    ,
    Yun Zhu
    , Bang Liu
  12. VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text
    ICLR 2025 ·
    Tianyu Zhang
    ,
    Suyuchen Wang
    ,
    Lu Li
    ,
    Ge Zhang
    ,
    Perouz Taslakian
    ,
    Sai Rajeswar
    ,
    Jie Fu
    , Bang Liu,
    Yoshua Bengio
  13. CadVLM: Bridging Language and Vision in the Generation of Parametric CAD Sketches
    ECCV 2024 ·
    Sifan Wu
    ,
    Amir Hosein Khasahmadi
    ,
    Mor Katz
    ,
    Pradeep Kumar Jayaraman
    ,
    Yewen Pu
    ,
    Karl D. D. Willis
    , Bang Liu
  14. CausalNET: Unveiling Causal Structures on Event Sequences by Topology-Informed Causal Attention
    IJCAI 2024 ·
    Hua Zhu
    ,
    Hong Huang
    ,
    Kehan Yin
    ,
    Zejun Fan
    ,
    Hai Jin
    , Bang Liu
  15. EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time
    ICML 2024 ·
    Shengyao Lu
    , Bang Liu,
    Keith G. Mills
    ,
    Jiao He
    ,
    Di Niu
  16. Enhancing Agent Learning through World Dynamics Modeling
    EMNLP 2024 ·
    Zhiyuan Sun
    ,
    Haochen Shi
    ,
    Marc-Alexandre Côté
    ,
    Glen Berseth
    ,
    Xingdi Yuan
    , Bang Liu
  17. FAC²E: Better Understanding Large Language Model Capabilities by Dissociating Language and Cognition
    EMNLP 2024 ·
    Xiaoqiang Wang
    ,
    Lingfei Wu
    ,
    Tengfei Ma
    , Bang Liu
  18. GOAt: Explaining Graph Neural Networks via Graph Output Attribution
    ICLR 2024 ·
    Shengyao Lu
    ,
    Keith G. Mills
    ,
    Jiao He
    , Bang Liu,
    Di Niu
  19. OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following
    ACL 2024 ·
    Haochen Shi
    ,
    Zhiyuan Sun
    ,
    Xingdi Yuan
    ,
    Marc-Alexandre Côté
    , Bang Liu
  20. OPEx: A Large Language Model-Powered Framework for Embodied Instruction Following
    AAMAS 2024 ·
    Haochen Shi
    ,
    Zhiyuan Sun
    ,
    Xingdi Yuan
    ,
    Marc-Alexandre Côté
    , Bang Liu
  21. Resonance RoPE: Improving Context Length Generalization of Large Language Models
    ACL 2024 ·
    Suyuchen Wang
    ,
    Ivan Kobyzev
    ,
    Peng Lu
    ,
    Mehdi Rezagholizadeh
    , Bang Liu
  22. T2VIndexer: A Generative Video Indexer for Efficient Text-Video Retrieval
    ACM MM 2024 ·
    Yili Li
    ,
    Jing Yu
    ,
    Keke Gai
    , Bang Liu,
    Gang Xiong
    ,
    Qi Wu
  23. Talk Funny! A Large-Scale Humor Response Dataset with Chain-of-Humor Interpretation
    AAAI 2024 ·
    Yuyan Chen
    ,
    Yichen Yuan
    ,
    Panjun Liu
    ,
    Dayiheng Liu
    ,
    Qinghao Guan
    ,
    Mengfei Guo
    ,
    Haiming Peng
    , Bang Liu,
    Zhixu Li
    ,
    Yanghua Xiao