Dexun Li
9 papers · 2021–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (24) 👥 Mega-Team · Squad 🗃️ Keyword Collector (51)
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Prolific Year · Productive
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Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Learning Paradigms · Artificial Intelligence
(2)
Methods
(2)
Computer Vision
(1)
Deep Learning
(1)
Applications
(1)
Domain-Specific
(1)
Generation
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
reinforcement learning
(3)
unsupervised environment design
(2)
zero-shot learning
(1)
curriculum learning
(1)
information retrieval
(1)
document retrieval
(1)
out-of-distribution generalization
(1)
language model agent
(1)
synthetic data generation
(1)
regret minimization
(1)
constraint satisfaction
(1)
influence maximization
(1)
multimodal retrieval
(1)
social network
(1)
environment design
(1)
llm evaluation
(1)
tool use
(1)
task planning
(1)
retrieval-augmented generation
(1)
sample efficiency
(1)
Papers
ACEBench: A Comprehensive Evaluation of LLM Tool Usage
EMNLP 2025
Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger
ACL 2025
Marginal Benefit Driven RL Teacher for Unsupervised Environment Design
AAAI 2025
MMDocIR: Benchmarking Multimodal Retrieval for Long Documents
EMNLP 2025
Planning with Multi-Constraints via Collaborative Language Agents
COLING 2025
RAPID: Efficient Retrieval-Augmented Long Text Generation with Writing Planning and Information Discovery
ACL 2025
ToolACE: Winning the Points of LLM Function Calling
ICLR 2025
Generalization through Diversity: Improving Unsupervised Environment Design
IJCAI 2023
CLAIM: curriculum learning policy for influence maximization in unknown social networks
UAI 2021