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Cheng-Hao Liu

7 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

ICLR ×3NeurIPS ×2AAAI ×1ICML ×1

Frequent coauthors

Jarrid Rector-Brooks
×4
Alexander Tong
×4
Avishek Joey Bose
×4
Michael M. Bronstein
×3
Yoshua Bengio
×3
Tara Akhound-Sadegh
×3
Sarthak Mittal
×2
Pablo Lemos
×2
Guillaume Huguet
×2
Kilian Fatras
×2
Jiashun Liu
×1
Chunhui Li
×1

Papers

  1. Flow Factorization for Efficient Generative Flow Networks
    AAAI 2025 ·
    Jiashun Liu
    ,
    Chunhui Li
    , Cheng-Hao Liu,
    Dianbo Liu
    ,
    Qingpeng Cai
    ,
    Ling Pan
  2. Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction
    ICLR 2025 ·
    Jarrid Rector-Brooks
    ,
    Mohsin Hasan
    ,
    Zhangzhi Peng
    , Cheng-Hao Liu,
    Sarthak Mittal
    ,
    Nouha Dziri
    ,
    Michael M. Bronstein
    ,
    Pranam Chatterjee
    ,
    Alexander Tong
    ,
    Joey Bose
  3. Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization
    ICLR 2024 ·
    Dinghuai Zhang
    ,
    Ricky T. Q. Chen
    , Cheng-Hao Liu,
    Aaron C. Courville
    ,
    Yoshua Bengio
  4. Iterated Denoising Energy Matching for Sampling from Boltzmann Densities
    ICML 2024 ·
    Tara Akhound-Sadegh
    ,
    Jarrid Rector-Brooks
    ,
    Avishek Joey Bose
    ,
    Sarthak Mittal
    ,
    Pablo Lemos
    , Cheng-Hao Liu,
    Marcin Sendera
    ,
    Siamak Ravanbakhsh
    ,
    Gauthier Gidel
    ,
    Yoshua Bengio
    ,
    Nikolay Malkin
    ,
    Alexander Tong
  5. RGFN: Synthesizable Molecular Generation Using GFlowNets
    NeurIPS 2024 ·
    Michal Koziarski
    ,
    Andrei Rekesh
    ,
    Dmytro Shevchuk
    ,
    Almer van der Sloot
    ,
    Piotr Gainski
    ,
    Yoshua Bengio
    , Cheng-Hao Liu,
    Mike Tyers
    ,
    Robert A. Batey
  6. SE(3)-Stochastic Flow Matching for Protein Backbone Generation
    ICLR 2024 ·
    Avishek Joey Bose
    ,
    Tara Akhound-Sadegh
    ,
    Guillaume Huguet
    ,
    Kilian Fatras
    ,
    Jarrid Rector-Brooks
    , Cheng-Hao Liu,
    Andrei Cristian Nica
    ,
    Maksym Korablyov
    ,
    Michael M. Bronstein
    ,
    Alexander Tong
  7. Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation
    NeurIPS 2024 ·
    Guillaume Huguet
    ,
    James Vuckovic
    ,
    Kilian Fatras
    ,
    Eric Thibodeau-Laufer
    ,
    Pablo Lemos
    ,
    Riashat Islam
    , Cheng-Hao Liu,
    Jarrid Rector-Brooks
    ,
    Tara Akhound-Sadegh
    ,
    Michael M. Bronstein
    ,
    Alexander Tong
    ,
    Avishek Joey Bose