Zhuoqun Li (李卓群)

I am currently a Ph.D. student in the Chinese Information Processing Laboratory at the Institute of Software, Chinese Academy of Sciences, under the supervision of Professor Le Sun and Xianpei Han. My research interests includes: LLM, RAG and inference-time scaling

Email: lizhuoqun2021@iscas.ac.cn

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Education
09/2018 - 06/2022 B.S. in Automation
Department of Automation, Tsinghua University
09/2022 - Present Ph.D. student in Computer Science and Technology
Institute of Software, Chinese Academy of Sciences
Publications
ICML 2026 MetaphorVU: Towards Metaphorical Video Understanding
Zhuoqun Li, Boxi Cao, Guiping Jiang, Fangrui Lv, Ruotong Pan, Jianan Wang, Xiangyu Wu, Hongyu Lin, Yaojie Lu, Yong Du, Ruyin Jia, Liyan, Tingting Gao, Han Li, Xianpei Han, Le Sun
Conference Coming Soon (CCF-A, spotlight)
ACL 2026 PaperRegister: Boosting Flexible-grained Paper Search via Hierarchical Register Indexing
Zhuoqun Li, Xuanang Chen, Hongyu Lin, Yaojie Lu, Xianpei Han, Shanshan Jiang, Bin Dong, Le Sun
Conference Coming Soon (CCF-A)
ACL 2025 DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking
Zhuoqun Li, Haiyang Yu, Xuanang Chen, Hongyu Lin, Yaojie Lu, Fei Huang, Xianpei Han, Yongbin Li, Le Sun
In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (CCF-A)
ICLR 2025 StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
Zhuoqun Li, Xuanang Chen, Haiyang Yu, Hongyu Lin, Yaojie Lu, Qiaoyu Tang, Fei Huang, Xianpei Han, Le Sun, Yongbin Li
The Thirteenth International Conference on Learning Representations (CCF-A)
NeurIPS 2024 Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
Qiaoyu Tang*, Jiawei Chen*, Zhuoqun Li, Bowen Yu, Yaojie Lu, Cheng Fu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li
The Thirty-eighth Annual Conference on Neural Information Processing Systems (CCF-A)
COLING 2024 Meta-Cognitive Analysis: Evaluating Declarative and Procedural Knowledge in Datasets and Large Language Models
Zhuoqun Li, Hongyu Lin, Yaojie Lu, Hao Xiang, Xianpei Han, Le Sun
In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (CCF-B)
CCKS 2023 Harvesting Event Schemas from Large Language Models
Jialong Tang, Hongyu Lin, Zhuoqun Li, Yaojie Lu, Xianpei Han, Le Sun
In Proceedings of the 17th China Conference on Knowledge Graph and Semantic Computing
Internship
04/2024 - 02/2025 ConvAI Team, TongYi Lab, Alibaba
Mentor: Haiyang Yu
09/2025 - Present LLM Application Team, KuaiShou Technology
Mentor: Xiangyu Wu
Selected Honors
2025 Pacemaker to Merit Student, University of Chinese Academy of Sciences
2024 Merit Student, University of Chinese Academy of Sciences

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