Chonghua Liao
6 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Security & Privacy
(1)
Application Areas
(1)
Applications
(1)
Differential Privacy
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
large language model
(2)
reinforcement learning
(2)
few-shot learning
(1)
function approximation
(1)
mathematical reasoning
(1)
in-context learning
(1)
instruction following
(1)
natural language understanding
(1)
compositional generalization
(1)
markov decision process
(1)
linear function approximation
(1)
memory retention
(1)
perplexity evaluation
(1)
monte carlo tree search
(1)
regret bound
(1)
learning dynamics
(1)
linear mixture mdp
(1)
task representation
(1)
pre-trained language model
(1)
role-playing agent
(1)
Papers
Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language Models
ACL 2026
MOA: Multi-Objective Alignment for Role-Playing Agents
ACL 2026
Exploring Forgetting in Large Language Model Pre-Training
ACL 2025
Compositional Task Representations for Large Language Models
ICLR 2023
FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding
ACL 2022
Locally Differentially Private Reinforcement
Learning for Linear Mixture Markov Decision
Processes
ACML 2022