| 2025 | ICML | From RAG to Memory: Non-Parametric Continual Learning for Large Language Models. | Bernal Jimnez Gutirrez, Yiheng Shu, Weijian Qi, Sizhe Zhou, Yu Su |
| 2025 | WWW | Retrieval and Structuring Augmented Generation with LLMs for Web Applications. | Yizhu Jiao, Siru Ouyang, Ming Zhong, Yunyi Zhang, Linyi Ding, Sizhe Zhou, Jiawei Han |
| 2024 | ACL | Text2DB: Integration-Aware Information Extraction with Large Language Model Agents. | Yizhu Jiao, Sha Li, Sizhe Zhou, Heng Ji, Jiawei Han |
| 2024 | EMNLP | Topic-Oriented Open Relation Extraction with A Priori Seed Generation. | Linyi Ding, Jinfeng Xiao, Sizhe Zhou, Chaoqi Yang, Jiawei Han |
| 2024 | EMNLP | Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction. | Sizhe Zhou, Yu Meng, Bowen Jin, Jiawei Han |
| 2024 | KDD | Automated Mining of Structured Knowledge from Text in the Era of Large Language Models. | Yunyi Zhang, Ming Zhong, Siru Ouyang, Yizhu Jiao, Sizhe Zhou, Linyi Ding, Jiawei Han |
| 2024 | SDM | Geospatial Topological Relation Extraction from Text with Knowledge Augmentation. | Wei Hu, Bowen Jin, Minhao Jiang, Sizhe Zhou, Zhaonan Wang, Jiawei Han, Shaowen Wang |
| 2023 | EACL | Towards End-to-End Open Conversational Machine Reading. | Sizhe Zhou, Siru Ouyang, Zhuosheng Zhang, Hai Zhao |