Lionel Wong
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(16)
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Hot Topic Early Bird
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(3)
Natural Language Processing
(3)
Core AI
(3)
Applications
(2)
Learning Paradigms
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Machine Learning
(1)
Clinical
(1)
Cognitive Science
(1)
Optimization & Theory
(1)
Reasoning
(1)
Resources & Methods
(1)
Keywords
library learning
(2)
bayesian inference
(1)
hierarchical planning
(1)
inductive reasoning
(1)
program synthesis
(1)
inverse planning
(1)
language model
(1)
task planning
(1)
retrieval-augmented generation
(1)
multimodal reasoning
(1)
theory of mind
(1)
symbolic representation
(1)
social reasoning
(1)
search heuristic
(1)
action abstraction
(1)
neuro-symbolic framework
(1)
natural language annotation
(1)
program abstraction
(1)
inductive program synthesis
(1)
social inference
(1)
Papers
Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-the-fly
EMNLP 2025
Position: Retrieval-augmented systems can be dangerous medical communicators
ICML 2025
Learning Grounded Action Abstractions from Language
ICLR 2024
LILO: Learning Interpretable Libraries by Compressing and Documenting Code
ICLR 2024
Leveraging Language to Learn Program Abstractions and Search Heuristics
ICML 2021