PPaperPicks

Guy Van den Broeck

University of California, Los Angeles, Computer Science Department, CA, USA

27 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3434-2503 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×6ICLR ×5ICML ×5ACL ×2AISTATS ×2AAAI ×1EACL ×1EMNLP ×1ICDT ×1OOPSLA ×1PLDI ×1UAI ×1

Frequent coauthors

Anji Liu
×8
Mathias Niepert
×6
Benjie Wang
×6
Honghua Zhang
×5
Daniel Israel
×4
Aditya Grover
×4
Kareem Ahmed
×4
Renato Lui Geh
×3
Oliver Broadrick
×3
Xuejie Liu
×3
Yitao Liang
×3
Vinh Tong
×2

Papers

  1. Algorithms for Optimizing Acyclic Queries
    ICDT 2026 ·
    Zheng Luo
    ,
    Wim Van den Broeck
    , Guy Van den Broeck,
    Yisu Remy Wang
  2. Enabling Autoregressive Models to Fill In Masked Tokens
    EACL 2026 ·
    Daniel Israel
    ,
    Aditya Grover
    , Guy Van den Broeck
  3. The Pitfalls of KV Cache Compression
    ACL 2026 ·
    Alex Chen
    ,
    Renato Lui Geh
    ,
    Aditya Grover
    , Guy Van den Broeck,
    Daniel Mingyi Israel
  4. Accelerating Diffusion LLMs via Adaptive Parallel Decoding
    NeurIPS 2025 ·
    Daniel Israel
    , Guy Van den Broeck,
    Aditya Grover
  5. Adversarial Tokenization
    ACL 2025 ·
    Renato Lui Geh
    ,
    Zilei Shao
    , Guy Van den Broeck
  6. Controllable Generation via Locally Constrained Resampling
    ICLR 2025 ·
    Kareem Ahmed
    ,
    Kai-Wei Chang
    , Guy Van den Broeck
  7. Discrete Copula Diffusion
    ICLR 2025 ·
    Anji Liu
    ,
    Oliver Broadrick
    ,
    Mathias Niepert
    , Guy Van den Broeck
  8. Learning to Discretize Denoising Diffusion ODEs
    ICLR 2025 ·
    Vinh Tong
    ,
    Dung-Trung Hoang
    ,
    Anji Liu
    , Guy Van den Broeck,
    Mathias Niepert
  9. On the Relationship Between Monotone and Squared Probabilistic Circuits
    AAAI 2025 ·
    Benjie Wang
    , Guy Van den Broeck
  10. Plug-and-Play Context Feature Reuse for Efficient Masked Generation
    NeurIPS 2025 ·
    Xuejie Liu
    ,
    Anji Liu
    , Guy Van den Broeck,
    Yitao Liang
  11. Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models
    AISTATS 2025 ·
    Siyan Zhao
    ,
    Daniel Israel
    , Guy Van den Broeck,
    Aditya Grover
  12. Rao-Blackwell Gradient Estimators for Equivariant Denoising Diffusion
    NeurIPS 2025 ·
    Vinh Tong
    ,
    Trung-Dung Hoang
    ,
    Anji Liu
    , Guy Van den Broeck,
    Mathias Niepert
  13. Restructuring Tractable Probabilistic Circuits
    AISTATS 2025 ·
    Honghua Zhang
    ,
    Benjie Wang
    ,
    Marcelo Arenas
    , Guy Van den Broeck
  14. Scaling Probabilistic Circuits via Monarch Matrices
    ICML 2025 ·
    Honghua Zhang
    ,
    Meihua Dang
    ,
    Benjie Wang
    ,
    Stefano Ermon
    ,
    Nanyun Peng
    , Guy Van den Broeck
  15. TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation
    ICML 2025 ·
    Gwen Yidou Weng
    ,
    Benjie Wang
    , Guy Van den Broeck
  16. The Limits of Tractable Marginalization
    ICML 2025 ·
    Oliver Broadrick
    ,
    Sanyam Agarwal
    , Guy Van den Broeck,
    Markus Bläser
  17. Tractable Transformers for Flexible Conditional Generation
    ICML 2025 ·
    Anji Liu
    ,
    Xuejie Liu
    ,
    Dayuan Zhao
    ,
    Mathias Niepert
    ,
    Yitao Liang
    , Guy Van den Broeck
  18. Tuning Random Generators: Property-Based Testing as Probabilistic Programming
    OOPSLA 2025 ·
    Ryan Tjoa
    ,
    Poorva Garg
    ,
    Harrison Goldstein
    ,
    Todd D. Millstein
    ,
    Benjamin C. Pierce
    , Guy Van den Broeck
  19. A Compositional Atlas for Algebraic Circuits
    NeurIPS 2024 ·
    Benjie Wang
    ,
    Denis Deratani Mauá
    , Guy Van den Broeck,
    YooJung Choi
  20. A Tractable Inference Perspective of Offline RL
    NeurIPS 2024 ·
    Xuejie Liu
    ,
    Anji Liu
    , Guy Van den Broeck,
    Yitao Liang
  21. Adaptable Logical Control for Large Language Models
    NeurIPS 2024 ·
    Honghua Zhang
    ,
    Po-Nien Kung
    ,
    Masahiro Yoshida
    , Guy Van den Broeck,
    Nanyun Peng
  22. Bit Blasting Probabilistic Programs
    PLDI 2024 ·
    Poorva Garg
    ,
    Steven Holtzen
    , Guy Van den Broeck,
    Todd D. Millstein
  23. Image Inpainting via Tractable Steering of Diffusion Models
    ICLR 2024 ·
    Anji Liu
    ,
    Mathias Niepert
    , Guy Van den Broeck
  24. Polynomial Semantics of Tractable Probabilistic Circuits
    UAI 2024 ·
    Oliver Broadrick
    ,
    Honghua Zhang
    , Guy Van den Broeck
  25. Probabilistically Rewired Message-Passing Neural Networks
    ICLR 2024 ·
    Chendi Qian
    ,
    Andrei Manolache
    ,
    Kareem Ahmed
    ,
    Zhe Zeng
    , Guy Van den Broeck,
    Mathias Niepert
    ,
    Christopher Morris
  26. Scaling Tractable Probabilistic Circuits: A Systems Perspective
    ICML 2024 ·
    Anji Liu
    ,
    Kareem Ahmed
    , Guy Van den Broeck
  27. Where is the signal in tokenization space?
    EMNLP 2024 ·
    Renato Lui Geh
    ,
    Honghua Zhang
    ,
    Kareem Ahmed
    ,
    Benjie Wang
    , Guy Van den Broeck