Cheng-Hao Liu
7 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (6) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (11) π Interdisciplinary Bridge
π
Conference Polyglot
(4)
π
Triple Crown
π
Grand Slam
β‘
Prolific Year
(5)
Conferences
ICLR (3)
NIPS (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
flow matching
(1)
reinforcement learning from human feedback
(1)
protein design
(1)
generative flow network
(1)
drug discovery
(1)
molecular generation
(1)
chemical reaction
(1)
protein language model
(1)
stochastic policy
(1)
protein structure generation
(1)
reward distribution
(1)
flow factorization
(1)
discrete object
(1)
edge flow
(1)
geometric transformer
(1)
reinforcement finetuning
(1)
state flow
(1)
discrete object generation
(1)
nanobody design
(1)
Papers
Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction
ICLR 2025
Flow Factorization for Efficient Generative Flow Networks
AAAI 2025
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation
NIPS 2024
SE(3)-Stochastic Flow Matching for Protein Backbone Generation
ICLR 2024
Iterated Denoising Energy Matching for Sampling from Boltzmann Densities
ICML 2024
Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization
ICLR 2024
RGFN: Synthesizable Molecular Generation Using GFlowNets
NIPS 2024