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ORCIDDexun Li
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2020 – today
- 2026
[c14]Kuicai Dong
, Shurui Huang, Fangda Ye, Wei Han, Zhi Zhang, Dexun Li, Wenjun Li, Qu Yang, Gang Wang, Yichao Wang, Chen Zhang, Yong Liu:
Doc-Researcher: A Unified System for Multimodal Document Parsing and Deep Research. WWW 2026: 2349-2360- [i19]Chen Zhang, Kuicai Dong, Dexun Li, Wenjun Li, Qu Yang, Wei Han, Yong Liu:
SRR-Judge: Step-Level Rating and Refinement for Enhancing Search-Integrated Reasoning in Search Agents. CoRR abs/2602.07773 (2026) - [i18]Dexun Li, Sidney Tio, Pradeep Varakantham:
Efficient Unsupervised Environment Design through Hierarchical Policy Representation Learning. CoRR abs/2602.09813 (2026) - 2025
- [c13]Dexun Li, Wenjun Li, Pradeep Varakantham:
Marginal Benefit Driven RL Teacher for Unsupervised Environment Design. AAAI 2025: 18253-18261 - [c12]Wenjun Li, Dexun Li, Kuicai Dong, Cong Zhang, Hao Zhang, Weiwen Liu, Yasheng Wang, Ruiming Tang, Yong Liu:
Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger. ACL (1) 2025: 13346-13370 - [c11]Hongchao Gu, Dexun Li, Kuicai Dong, Hao Zhang, Hang Lv, Hao Wang, Defu Lian, Yong Liu, Enhong Chen:
RAPID: Efficient Retrieval-Augmented Long Text Generation with Writing Planning and Information Discovery. ACL (Findings) 2025: 16742-16763 - [c10]Cong Zhang, Derrick-Goh-Xin Deik, Dexun Li, Hao Zhang, Yong Liu:
Planning with Multi-Constraints via Collaborative Language Agents. COLING 2025: 10054-10082 - [c9]Chen Chen, Xinlong Hao, Weiwen Liu, Xu Huang, Xingshan Zeng, Shuai Yu, Dexun Li, Yuefeng Huang, Xiangcheng Liu, Xinzhi Wang, Wu Liu:
ACEBench: A Comprehensive Evaluation of LLM Tool Usage. EMNLP (Findings) 2025: 12970-12998 - [c8]Kuicai Dong, Yujing Chang, Derrick-Goh-Xin Deik, Dexun Li, Ruiming Tang, Yong Liu:
MMDocIR: Benchmarking Multimodal Retrieval for Long Documents. EMNLP 2025: 30971-31005 - [c7]Weiwen Liu, Xu Huang, Xingshan Zeng, Xinlong Hao, Shuai Yu, Dexun Li, Shuai Wang, Weinan Gan, Zhengying Liu, Yuanqing Yu, Zezhong Wang, Yuxian Wang, Wu Ning, Yutai Hou, Bin Wang, Chuhan Wu, Xinzhi Wang, Yong Liu, Yasheng Wang, Duyu Tang, Dandan Tu, Lifeng Shang, Xin Jiang, Ruiming Tang, Defu Lian, Qun Liu, Enhong Chen:
ToolACE: Winning the Points of LLM Function Calling. ICLR 2025 - [c6]Sidney Tio, Dexun Li, Pradeep Varakantham:
EduQate: Generating Adaptive Curricula through RMABs in Education Settings. AAMAS 2025: 2042-2050 - [i17]Kuicai Dong, Yujing Chang, Derrick-Goh-Xin Deik, Dexun Li, Ruiming Tang, Yong Liu:
MMDocIR: Benchmarking Multi-Modal Retrieval for Long Documents. CoRR abs/2501.08828 (2025) - [i16]Chen Chen, Xinlong Hao, Weiwen Liu, Xu Huang, Xingshan Zeng, Shuai Yu, Dexun Li, Shuai Wang, Weinan Gan, Yuefeng Huang, Wulong Liu, Xinzhi Wang, Defu Lian, Baoqun Yin, Yasheng Wang, Wu Liu:
ACEBench: Who Wins the Match Point in Tool Learning? CoRR abs/2501.12851 (2025) - [i15]Wenjun Li, Dexun Li, Kuicai Dong, Cong Zhang, Hao Zhang, Weiwen Liu, Yasheng Wang, Ruiming Tang, Yong Liu:
Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger. CoRR abs/2502.12961 (2025) - [i14]Hongchao Gu, Dexun Li, Kuicai Dong, Hao Zhang, Hang Lv, Hao Wang, Defu Lian, Yong Liu, Enhong Chen:
RAPID: Efficient Retrieval-Augmented Long Text Generation with Writing Planning and Information Discovery. CoRR abs/2503.00751 (2025) - [i13]Wenjun Li, Zhi Chen, Jingru Lin, Hannan Cao, Wei Han, Sheng Liang, Zhi Zhang, Kuicai Dong, Dexun Li, Chen Zhang, Yong Liu:
Reinforcement Learning Foundations for Deep Research Systems: A Survey. CoRR abs/2509.06733 (2025) - [i12]Kuicai Dong, Shurui Huang, Fangda Ye, Wei Han, Zhi Zhang, Dexun Li, Wenjun Li, Qu Yang, Gang Wang, Yichao Wang, Chen Zhang, Yong Liu:
Doc-Researcher: A Unified System for Multimodal Document Parsing and Deep Research. CoRR abs/2510.21603 (2025) - 2024
- [i11]Dexun Li, Cong Zhang, Kuicai Dong, Derrick-Goh-Xin Deik, Ruiming Tang, Yong Liu:
Aligning Crowd Feedback via Distributional Preference Reward Modeling. CoRR abs/2402.09764 (2024) - [i10]Cong Zhang, Derrick-Goh-Xin Deik, Dexun Li, Hao Zhang, Yong Liu:
Meta-Task Planning for Language Agents. CoRR abs/2405.16510 (2024) - [i9]Sidney Tio, Dexun Li, Pradeep Varakantham:
EduQate: Generating Adaptive Curricula through RMABs in Education Settings. CoRR abs/2406.14122 (2024) - [i8]Weiwen Liu, Xu Huang, Xingshan Zeng, Xinlong Hao, Shuai Yu, Dexun Li, Shuai Wang, Weinan Gan, Zhengying Liu, Yuanqing Yu, Zezhong Wang, Yuxian Wang, Wu Ning, Yutai Hou, Bin Wang, Chuhan Wu, Xinzhi Wang, Yong Liu, Yasheng Wang, Duyu Tang, Dandan Tu, Lifeng Shang, Xin Jiang, Ruiming Tang, Defu Lian, Qun Liu, Enhong Chen:
ToolACE: Winning the Points of LLM Function Calling. CoRR abs/2409.00920 (2024) - 2023
- [c5]Dexun Li, Pradeep Varakantham:
Avoiding Starvation of Arms in Restless Multi-Armed Bandits. AAMAS 2023: 1303-1311 - [c4]Wenjun Li, Pradeep Varakantham, Dexun Li:
Generalization through Diversity: Improving Unsupervised Environment Design. IJCAI 2023: 5411-5419 - [i7]Wenjun Li, Pradeep Varakantham, Dexun Li:
Effective Diversity in Unsupervised Environment Design. CoRR abs/2301.08025 (2023) - [i6]Dexun Li, Wenjun Li, Pradeep Varakantham:
Diversity Induced Environment Design via Self-Play. CoRR abs/2302.02119 (2023) - [i5]Dexun Li, Pradeep Varakantham:
A Hierarchical Approach to Environment Design with Generative Trajectory Modeling. CoRR abs/2310.00301 (2023) - 2022
- [c3]Dexun Li, Pradeep Varakantham:
Efficient resource allocation with fairness constraints in restless multi-armed bandits. UAI 2022: 1158-1167 - [i4]Dexun Li, Pradeep Varakantham:
Efficient Resource Allocation with Fairness Constraints in Restless Multi-Armed Bandits. CoRR abs/2206.03883 (2022) - [i3]Dexun Li, Pradeep Varakantham:
Towards Soft Fairness in Restless Multi-Armed Bandits. CoRR abs/2207.13343 (2022) - [i2]Dexun Li:
Hidden State Approximation in Recurrent Neural Networks Using Continuous Particle Filtering. CoRR abs/2212.09008 (2022) - 2021
- [c2]Dexun Li, Meghna Lowalekar, Pradeep Varakantham:
CLAIM: curriculum learning policy for influence maximization in unknown social networks. UAI 2021: 1455-1465 - [i1]Dexun Li, Meghna Lowalekar, Pradeep Varakantham:
CLAIM: Curriculum Learning Policy for Influence Maximization in Unknown Social Networks. CoRR abs/2107.03603 (2021)
2010 – 2019
- 2012
- [c1]Dexun Li, Jinglian Gao:
A Management Structures of Concepts Based on Ontology. CLSW 2012: 356-363
Coauthor Index
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