A Management Structures of Concepts Based on Ontology. - Dexun Li; Jinglian Gao (CLSW, 2012)

CLAIM: curriculum learning policy for influence maximization in unknown social networks. - Dexun Li; Meghna Lowalekar; Pradeep Varakantham (UAI, 2021)

Efficient resource allocation with fairness constraints in restless multi-armed bandits. - Dexun Li; Pradeep Varakantham (UAI, 2022)

Towards Soft Fairness in Restless Multi-Armed Bandits. - Dexun Li; Pradeep Varakantham (CoRR, 2022)

Hidden State Approximation in Recurrent Neural Networks Using Continuous Particle Filtering. - Dexun Li (CoRR, 2022)

Avoiding Starvation of Arms in Restless Multi-Armed Bandits. - Dexun Li; Pradeep Varakantham (AAMAS, 2023)

Generalization through Diversity: Improving Unsupervised Environment Design. - Wenjun Li; Pradeep Varakantham; Dexun Li (IJCAI, 2023)

Effective Diversity in Unsupervised Environment Design. - Wenjun Li; Pradeep Varakantham; Dexun Li (CoRR, 2023)

Diversity Induced Environment Design via Self-Play. - Dexun Li; Wenjun Li; Pradeep Varakantham (CoRR, 2023)

A Hierarchical Approach to Environment Design with Generative Trajectory Modeling. - Dexun Li; Pradeep Varakantham (CoRR, 2023)

Aligning Crowd Feedback via Distributional Preference Reward Modeling. - Dexun Li; Cong Zhang; Kuicai Dong; Derrick-Goh-Xin Deik; Ruiming Tang; Yong Liu 020 (CoRR, 2024)

Meta-Task Planning for Language Agents. - Cong Zhang; Derrick-Goh-Xin Deik; Dexun Li; Hao Zhang 048; Yong Liu 020 (CoRR, 2024)

Marginal Benefit Driven RL Teacher for Unsupervised Environment Design. - Dexun Li; Wenjun Li; Pradeep Varakantham (AAAI, 2025)

RAPID: Efficient Retrieval-Augmented Long Text Generation with Writing Planning and Information Discovery. - Hongchao Gu; Dexun Li; Kuicai Dong; Hao Zhang 088; Hang Lv 012; Hao Wang 076; Defu Lian; Yong Liu 020; Enhong Chen (ACL (Findings), 2025)

Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger. - Wenjun Li; Dexun Li; Kuicai Dong; Cong Zhang; Hao Zhang 048; Weiwen Liu; Yasheng Wang; Ruiming Tang; Yong Liu 020 (ACL (1), 2025)

Planning with Multi-Constraints via Collaborative Language Agents. - Cong Zhang; Derrick-Goh-Xin Deik; Dexun Li; Hao Zhang; Yong Liu (COLING, 2025)

ToolACE: Winning the Points of LLM Function Calling. - Weiwen Liu; Xu Huang 008; Xingshan Zeng; Xinlong Hao; Shuai Yu; Dexun Li; Shuai Wang 020; Weinan Gan; Zhengying Liu; Yuanqing Yu; Zezhong Wang 004; Yuxian Wang; et al. (ICLR, 2025)

EduQate: Generating Adaptive Curricula through RMABs in Education Settings. - Sidney Tio; Dexun Li; Pradeep Varakantham (AAMAS, 2025)

MMDocIR: Benchmarking Multi-Modal Retrieval for Long Documents. - Kuicai Dong; Yujing Chang; Derrick-Goh-Xin Deik; Dexun Li; Ruiming Tang; Yong Liu 020 (CoRR, 2025)

ACEBench: Who Wins the Match Point in Tool Learning? - Chen Chen 017; Xinlong Hao; Weiwen Liu; Xu Huang 008; Xingshan Zeng; Shuai Yu; Dexun Li; Shuai Wang 020; Weinan Gan; Yuefeng Huang; Wulong Liu; Xinzhi Wang; et al. (CoRR, 2025)