Sizhe Zhou

23 papers A* 4A 1Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
MultiCube-RAG for Multi-hop Question Answering.
CoRR
Jimeng Shi, Wei Hu, Runchu Tian, Bowen Jin, Wonbin Kweon, SeongKu Kang, Yunfan Kang, Dingqi Ye, Sizhe Zhou, Shaowen Wang, Jiawei Han
2025 J jnl
A Simple Yet Strong Baseline for Long-Term Conversational Memory of LLM Agents.
CoRR
Sizhe Zhou, Jiawei Han
2025 J jnl
Deep Learning and Foundation Models for Weather Prediction: A Survey.
CoRR
Jimeng Shi, Azam Shirali, Bowen Jin, Sizhe Zhou, Wei Hu, Rahuul Rangaraj, Shaowen Wang, Jiawei Han, Zhaonan Wang, Upmanu Lall, Yanzhao Wu, Leonardo Bobadilla, Giri Narasimhan
2025 J jnl
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation.
CoRR
Jiashuo Sun, Xianrui Zhong, Sizhe Zhou, Jiawei Han
2025 A* conf
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models.
ICML
Bernal Jiménez Gutiérrez, Yiheng Shu, Weijian Qi, Sizhe Zhou, Yu Su
2025 J jnl
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models.
CoRR
Bernal Jiménez Gutiérrez, Yiheng Shu, Weijian Qi, Sizhe Zhou, Yu Su
2025 J jnl
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-Answering.
CoRR
Jimeng Shi, Sizhe Zhou, Bowen Jin, Wei Hu, Shaowen Wang, Giri Narasimhan, Jiawei Han
2025 — conf
Retrieval and Structuring Augmented Generation with LLMs for Web Applications.
WWW (Companion Volume)
Yizhu Jiao, Siru Ouyang, Ming Zhong, Yunyi Zhang, Linyi Ding, Sizhe Zhou, Jiawei Han
2025 J jnl
TEXT2DB: Integration-Aware Information Extraction with Large Language Model Agents.
CoRR
Yizhu Jiao, Sha Li, Sizhe Zhou, Heng Ji, Jiawei Han
2024 J jnl
Automated Construction of Theme-specific Knowledge Graphs.
CoRR
Linyi Ding, Sizhe Zhou, Jinfeng Xiao, Jiawei Han
2024 A* conf
Automated Mining of Structured Knowledge from Text in the Era of Large Language Models.
KDD
Yunyi Zhang, Ming Zhong, Siru Ouyang, Yizhu Jiao, Sizhe Zhou, Linyi Ding, Jiawei Han
2024 J jnl
Establishing Knowledge Preference in Language Models.
CoRR
Sizhe Zhou, Sha Li, Yu Meng, Yizhu Jiao, Heng Ji, Jiawei Han
2024 A conf
Geospatial Topological Relation Extraction from Text with Knowledge Augmentation.
SDM
Wei Hu, Bowen Jin, Minhao Jiang, Sizhe Zhou, Zhaonan Wang, Jiawei Han, Shaowen Wang
2024 A* conf
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction.
EMNLP
Sizhe Zhou, Yu Meng, Bowen Jin, Jiawei Han
2024 J jnl
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction.
CoRR
Sizhe Zhou, Yu Meng, Bowen Jin, Jiawei Han
2024 — conf
Large Language Models as User-Agents For Evaluating Task-Oriented-Dialogue Systems.
SLT
Taaha Kazi, Ruiliang Lyu, Sizhe Zhou, Dilek Hakkani-Tür, Gokhan Tur
2024 J jnl
Large Language Models as User-Agents for Evaluating Task-Oriented-Dialogue Systems.
CoRR
Taaha Kazi, Ruiliang Lyu, Sizhe Zhou, Dilek Hakkani-Tur, Gokhan Tur
2024 — conf
Text2DB: Integration-Aware Information Extraction with Large Language Model Agents.
ACL (Findings)
Yizhu Jiao, Sha Li, Sizhe Zhou, Heng Ji, Jiawei Han
2024 A* conf
Topic-Oriented Open Relation Extraction with A Priori Seed Generation.
EMNLP
Linyi Ding, Jinfeng Xiao, Sizhe Zhou, Chaoqi Yang, Jiawei Han
2023 — conf
Corpus-Based Relation Extraction by Identifying and Refining Relation Patterns.
ECML/PKDD (4)
Sizhe Zhou, Suyu Ge, Jiaming Shen, Jiawei Han
2023 — conf
Geospatial Knowledge Hypercube.
SIGSPATIAL/GIS
Zhaonan Wang, Bowen Jin, Wei Hu, Minhao Jiang, Seungyeon Kang, Zhiyuan Li, Sizhe Zhou, Jiawei Han, Shaowen Wang
2023 — conf
Towards End-to-End Open Conversational Machine Reading.
EACL (Findings)
Sizhe Zhou, Siru Ouyang, Zhuosheng Zhang, Hai Zhao
2022 J jnl
Towards End-to-End Open Conversational Machine Reading.
CoRR
Sizhe Zhou, Siru Ouyang, Zhuosheng Zhang, Hai Zhao