Towards End-to-End Open Conversational Machine Reading. - Sizhe Zhou; Siru Ouyang; Zhuosheng Zhang 001; Hai Zhao 001 (EACL (Findings), 2023)

Geospatial Knowledge Hypercube. - Zhaonan Wang 001; Bowen Jin; Wei Hu; Minhao Jiang; Seungyeon Kang; Zhiyuan Li; Sizhe Zhou; Jiawei Han 001; Shaowen Wang 001 (SIGSPATIAL/GIS, 2023)

Corpus-Based Relation Extraction by Identifying and Refining Relation Patterns. - Sizhe Zhou; Suyu Ge; Jiaming Shen; Jiawei Han 001 (ECML/PKDD (4), 2023)

Text2DB: Integration-Aware Information Extraction with Large Language Model Agents. - Yizhu Jiao; Sha Li; Sizhe Zhou; Heng Ji 001; Jiawei Han 001 (ACL (Findings), 2024)

Topic-Oriented Open Relation Extraction with A Priori Seed Generation. - Linyi Ding; Jinfeng Xiao; Sizhe Zhou; Chaoqi Yang; Jiawei Han 001 (EMNLP, 2024)

Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction. - Sizhe Zhou; Yu Meng 001; Bowen Jin; Jiawei Han 001 (EMNLP, 2024)

Automated Mining of Structured Knowledge from Text in the Era of Large Language Models. - Yunyi Zhang 001; Ming Zhong 005; Siru Ouyang; Yizhu Jiao; Sizhe Zhou; Linyi Ding; Jiawei Han 001 (KDD, 2024)

Geospatial Topological Relation Extraction from Text with Knowledge Augmentation. - Wei Hu; Bowen Jin; Minhao Jiang; Sizhe Zhou; Zhaonan Wang 001; Jiawei Han 001; Shaowen Wang 001 (SDM, 2024)

Large Language Models as User-Agents For Evaluating Task-Oriented-Dialogue Systems. - Taaha Kazi; Ruiliang Lyu; Sizhe Zhou; Dilek Hakkani-Tür; Gokhan Tur (SLT, 2024)

Automated Construction of Theme-specific Knowledge Graphs. - Linyi Ding; Sizhe Zhou; Jinfeng Xiao; Jiawei Han 001 (CoRR, 2024)

Establishing Knowledge Preference in Language Models. - Sizhe Zhou; Sha Li; Yu Meng 001; Yizhu Jiao; Heng Ji 001; Jiawei Han 001 (CoRR, 2024)

Retrieval and Structuring Augmented Generation with LLMs for Web Applications. - Yizhu Jiao; Siru Ouyang; Ming Zhong 005; Yunyi Zhang 001; Linyi Ding; Sizhe Zhou; Jiawei Han 001 (WWW (Companion Volume), 2025)

Deep Learning and Foundation Models for Weather Prediction: A Survey. - Jimeng Shi; Azam Shirali; Bowen Jin; Sizhe Zhou; Wei Hu; Rahuul Rangaraj; Shaowen Wang 001; Jiawei Han 001; Zhaonan Wang 001; Upmanu Lall; Yanzhao Wu 001; Leonardo Bobadilla; et al. (CoRR, 2025)

From RAG to Memory: Non-Parametric Continual Learning for Large Language Models. - Bernal Jiménez Gutiérrez; Yiheng Shu; Weijian Qi; Sizhe Zhou; Yu Su 001 (CoRR, 2025)

DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation. - Jiashuo Sun; Xianrui Zhong; Sizhe Zhou; Jiawei Han 001 (CoRR, 2025)

Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-Answering. - Jimeng Shi; Sizhe Zhou; Bowen Jin; Wei Hu; Shaowen Wang 001; Giri Narasimhan; Jiawei Han 001 (CoRR, 2025)