Jiashun Liu
7 papers · 2024–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Renaissance Researcher (5) π Cross-Pollinator (10) πΊοΈ Taxonomy Completionist (12)
π§
Keyword Pioneer
π
Grand Slam
Conferences
ICML (2)
AAAI (1)
CVPR (1)
ICLR (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
reinforcement learning
(1)
hierarchical planning
(1)
chain-of-thought reasoning
(1)
visual reasoning
(1)
semantic alignment
(1)
robot manipulation
(1)
diffusion model
(1)
generative flow network
(1)
visual planning
(1)
model-free learning
(1)
stochastic policy
(1)
subgoal planning
(1)
reward distribution
(1)
multimodal prompt
(1)
subgoal generation
(1)
flow factorization
(1)
discrete object
(1)
edge flow
(1)
latent action representation
(1)
state flow
(1)
Papers
Neuroplastic Expansion in Deep Reinforcement Learning
ICLR 2025
Flow Factorization for Efficient Generative Flow Networks
AAAI 2025
The Courage to Stop: Overcoming Sunk Cost Fallacy in Deep Reinforcement Learning
ICML 2025
Unlock the Intermittent Control Ability of Model Free Reinforcement Learning
NIPS 2024
Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation
ICML 2024
Hybrid CtrlFormer: Learning Adaptive Search Space Partition for Hybrid Action Control via Transformer-based Monte Carlo Tree Search
UAI 2024
Generate Subgoal Images before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts
CVPR 2024