Wenchao Li
11 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (30) π Conference Polyglot (6)
π
Cross-Pollinator
(8)
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Grand Slam
π
Century Club
(11)
ποΈ
Keyword Collector
(53)
Conferences
AAAI (3)
ICML (3)
ICLR (2)
EMNLP (1)
NAACL (1)
NIPS (1)
Top co-authors
Research topics
Keywords
adversarial training
(2)
expert demonstration
(2)
reward function
(2)
imitation learning
(2)
inverse reinforcement learning
(2)
policy learning
(1)
adversarial robustness
(1)
contrastive learning
(1)
uncertainty quantification
(1)
information bottleneck
(1)
symbolic reasoning
(1)
information retrieval
(1)
robust optimization
(1)
bayesian inference
(1)
semantic consistency
(1)
convex optimization
(1)
hierarchical bayesian
(1)
trajectory optimization
(1)
multi-view learning
(1)
reinforcement learning
(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
HyQE: Ranking Contexts with Hypothetical Query Embeddings
EMNLP 2024
Rethinking Inverse Reinforcement Learning: from Data Alignment to Task Alignment
NIPS 2024
REGLO: Provable Neural Network Repair for Global Robustness Properties
AAAI 2024
Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning
ICML 2024
Programmatic Reward Design by Example
AAAI 2022
DRIBO: Robust Deep Reinforcement Learning via Multi-View Information Bottleneck
ICML 2022
A Hierarchical Bayesian Approach to Inverse Reinforcement Learning with Symbolic Reward Machines
ICML 2022
Sound and Complete Neural Network Repair with Minimality and Locality Guarantees
ICLR 2022
Adversarial Training and Provable Robustness: A Tale of Two Objectives
AAAI 2021