Huayu Chen
12 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (13) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (16) π Interdisciplinary Bridge
π
Conference Polyglot
(4)
π€
Dynamic Duo
(11)
β‘
Prolific Year
(5)
π
Century Club
(12)
Conferences
ICLR (4)
ICML (4)
NIPS (3)
JMLR (1)
Top co-authors
Keywords
diffusion model
(2)
offline reinforcement learning
(2)
reinforcement learning
(1)
adversarial learning
(1)
imitation learning
(1)
policy optimization
(1)
guided sampling
(1)
preference optimization
(1)
policy learning
(1)
language model alignment
(1)
continuous control
(1)
reward function
(1)
reward model
(1)
energy-based model
(1)
control theory
(1)
policy alignment
(1)
training stability
(1)
algorithm implementation
(1)
noise contrastive estimation
(1)
reward signal
(1)
Papers
Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment
ICLR 2025
RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation
ICLR 2025
Free Process Rewards without Process Labels
ICML 2025
Visual Generation Without Guidance
ICML 2025
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator
ICML 2025
C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory
NIPS 2024
Noise Contrastive Alignment of Language Models with Explicit Rewards
NIPS 2024
Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control
NIPS 2024
Score Regularized Policy Optimization through Diffusion Behavior
ICLR 2024
Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning
ICML 2023
Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling
ICLR 2023
Tianshou: A Highly Modularized Deep Reinforcement Learning Library
JMLR 2022