Weichao Zhou
8 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (8) πΊοΈ Taxonomy Completionist (25) π Conference Polyglot (6) π§ Keyword Pioneer π Renaissance Researcher (5)
π
Interdisciplinary Bridge
π
Grand Slam
Conferences
AAAI (2)
ICML (2)
EMNLP (1)
ICLR (1)
NAACL (1)
NIPS (1)
Top co-authors
Research topics
Keywords
inverse reinforcement learning
(2)
imitation learning
(2)
reward function
(2)
expert demonstration
(2)
uncertainty quantification
(1)
symbolic reasoning
(1)
information retrieval
(1)
policy learning
(1)
adversarial training
(1)
semantic consistency
(1)
hierarchical bayesian
(1)
trajectory optimization
(1)
hierarchical model
(1)
embedding similarity
(1)
reward design
(1)
vision language model
(1)
task alignment
(1)
adversarial mechanism
(1)
global robustness
(1)
retrieval-augmented generation
(1)
Papers
Semantic Consistency-Based Uncertainty Quantification for Factuality in Radiology Report Generation
NAACL 2025
Constraint-Conditioned Actor-Critic for Offline Safe Reinforcement Learning
ICLR 2025
REGLO: Provable Neural Network Repair for Global Robustness Properties
AAAI 2024
HyQE: Ranking Contexts with Hypothetical Query Embeddings
EMNLP 2024
Rethinking Inverse Reinforcement Learning: from Data Alignment to Task Alignment
NIPS 2024
Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning
ICML 2024
A Hierarchical Bayesian Approach to Inverse Reinforcement Learning with Symbolic Reward Machines
ICML 2022
Programmatic Reward Design by Example
AAAI 2022