Dexun Li

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

ToolACE: Winning the Points of LLM Function Calling.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Planning with Multi-Constraints via Collaborative Language Agents.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

RAPID: Efficient Retrieval-Augmented Long Text Generation with Writing Planning and Information Discovery.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Marginal Benefit Driven RL Teacher for Unsupervised Environment Design.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Meta-Task Planning for Language Agents.

[BibT_eX]

[DOI]

CoRR, 2024

Aligning Crowd Feedback via Distributional Preference Reward Modeling.

[BibT_eX]

[DOI]

CoRR, 2024

2023

A Hierarchical Approach to Environment Design with Generative Trajectory Modeling.

[BibT_eX]

[DOI]

CoRR, 2023

Diversity Induced Environment Design via Self-Play.

[BibT_eX]

[DOI]

CoRR, 2023

Effective Diversity in Unsupervised Environment Design.

[BibT_eX]

[DOI]

CoRR, 2023

Generalization through Diversity: Improving Unsupervised Environment Design.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Avoiding Starvation of Arms in Restless Multi-Armed Bandits.

[BibT_eX]

[DOI]

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Hidden State Approximation in Recurrent Neural Networks Using Continuous Particle Filtering.

[BibT_eX]

[DOI]

CoRR, 2022

Towards Soft Fairness in Restless Multi-Armed Bandits.

[BibT_eX]

[DOI]

CoRR, 2022

Efficient resource allocation with fairness constraints in restless multi-armed bandits.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

CLAIM: curriculum learning policy for influence maximization in unknown social networks.

[BibT_eX]

[DOI]

Meghna Lowalekar

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

2012

A Management Structures of Concepts Based on Ontology.

[BibT_eX]

[DOI]