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Guy Van den Broeck

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

25 papers at tracked venues · 19 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 ×1UAI ×1

Frequent coauthors

Anji Liu
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Honghua Zhang
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Daniel Israel
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Renato Lui Geh
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Vinh Tong
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Benjie Wang
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Xuejie Liu
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Oliver Broadrick
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Zheng Luo
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Alex Chen
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Kareem Ahmed
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Siyan Zhao
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Papers

  1. Algorithms for Optimizing Acyclic Queries
    ICDT 2026 ·
    Zheng Luo
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  2. Enabling Autoregressive Models to Fill In Masked Tokens
    EACL 2026 ·
    Daniel Israel
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  3. The Pitfalls of KV Cache Compression
    ACL 2026 ·
    Alex Chen
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  4. Accelerating Diffusion LLMs via Adaptive Parallel Decoding
    NeurIPS 2025 ·
    Daniel Israel
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  5. Adversarial Tokenization
    ACL 2025 ·
    Renato Lui Geh
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  6. Controllable Generation via Locally Constrained Resampling
    ICLR 2025 ·
    Kareem Ahmed
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  7. Discrete Copula Diffusion
    ICLR 2025 ·
    Anji Liu
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  8. Learning to Discretize Denoising Diffusion ODEs
    ICLR 2025 ·
    Vinh Tong
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  9. On the Relationship Between Monotone and Squared Probabilistic Circuits
    AAAI 2025 ·
    Benjie Wang
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  10. Plug-and-Play Context Feature Reuse for Efficient Masked Generation
    NeurIPS 2025 ·
    Xuejie Liu
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  11. Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models
    AISTATS 2025 ·
    Siyan Zhao
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  12. Rao-Blackwell Gradient Estimators for Equivariant Denoising Diffusion
    NeurIPS 2025 ·
    Vinh Tong
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  13. Restructuring Tractable Probabilistic Circuits
    AISTATS 2025 ·
    Honghua Zhang
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  14. Scaling Probabilistic Circuits via Monarch Matrices
    ICML 2025 ·
    Honghua Zhang
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  15. TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation
    ICML 2025 ·
    Gwen Yidou Weng
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  16. The Limits of Tractable Marginalization
    ICML 2025 ·
    Oliver Broadrick
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  17. Tractable Transformers for Flexible Conditional Generation
    ICML 2025 ·
    Anji Liu
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  18. A Compositional Atlas for Algebraic Circuits
    NeurIPS 2024 ·
    Benjie Wang
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  19. A Tractable Inference Perspective of Offline RL
    NeurIPS 2024 ·
    Xuejie Liu
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  20. Adaptable Logical Control for Large Language Models
    NeurIPS 2024 ·
    Honghua Zhang
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  21. Image Inpainting via Tractable Steering of Diffusion Models
    ICLR 2024 ·
    Anji Liu
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  22. Polynomial Semantics of Tractable Probabilistic Circuits
    UAI 2024 ·
    Oliver Broadrick
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  23. Probabilistically Rewired Message-Passing Neural Networks
    ICLR 2024 ·
    Chendi Qian
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  24. Scaling Tractable Probabilistic Circuits: A Systems Perspective
    ICML 2024 ·
    Anji Liu
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  25. Where is the signal in tokenization space?
    EMNLP 2024 ·
    Renato Lui Geh
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