Linjiajie Fang
3 papers · 2024–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(2)
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Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
NIPS (2)
ICLR (1)
Top co-authors
Keywords
representation learning
(1)
few-shot learning
(1)
offline reinforcement learning
(1)
uncertainty quantification
(1)
distribution shift
(1)
diffusion model
(1)
prototype classification
(1)
uncertainty estimation
(1)
consistency model
(1)
q-value function
(1)
pessimistic optimization
(1)
tabular datum
(1)
random distance matching
(1)
prototype scheme
(1)
prototype matching
(1)
pessimistic adjustment
(1)
distance matching
(1)
pessimistic value
(1)
Papers
Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning
ICLR 2025
D2R2: Diffusion-based Representation with Random Distance Matching for Tabular Few-shot Learning
NIPS 2024
Q-Distribution guided Q-learning for offline reinforcement learning: Uncertainty penalized Q-value via consistency model
NIPS 2024