| 2025 | ACL | Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? | Zihao Li, Lecheng Zheng, Bowen Jin, Dongqi Fu, Baoyu Jing, Yikun Ban, Jingrui He, Jiawei Han |
| 2025 | CVPR | GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs. | Yi Fang, Bowen Jin, Jiacheng Shen, Sirui Ding, Qiaoyu Tan, Jiawei Han |
| 2025 | ICLR | Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG. | Bowen Jin, Jinsung Yoon, Jiawei Han, Sercan . Arik |
| 2025 | ICML | LLM Alignment as Retriever Optimization: An Information Retrieval Perspective. | Bowen Jin, Jinsung Yoon, Zhen Qin, Ziqi Wang, Wei Xiong, Yu Meng, Jiawei Han, Sercan . Arik |
| 2025 | IJCAI | CoDiCast: Conditional Diffusion Model for Global Weather Forecasting with Uncertainty Quantification. | Jimeng Shi, Bowen Jin, Jiawei Han, Sundararaman Gopalakrishnan, Giri Narasimhan |
| 2025 | WWW | Chain-of-Factors Paper-Reviewer Matching. | Yu Zhang, Yanzhen Shen, SeongKu Kang, Xiusi Chen, Bowen Jin, Jiawei Han |
| 2025 | SIGIR | Long Context vs. RAG: Strategies for Processing Long Documents in LLMs. | Xinze Li, Yushi Bai, Bowen Jin, Fengbin Zhu, Liangming Pan, Yixin Cao |
| 2025 | WSDM | Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation. | SeongKu Kang, Bowen Jin, Wonbin Kweon, Yu Zhang, Dongha Lee, Jiawei Han, Hwanjo Yu |
| 2024 | ACL | Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs. | Bowen Jin, Chulin Xie, Jiawei Zhang, Kashob Kumar Roy, Yu Zhang, Zheng Li, Ruirui Li, Xianfeng Tang, Suhang Wang, Yu Meng, Jiawei Han |
| 2024 | ACL | RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records. | Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Bowen Jin, May Dongmei Wang, Joyce C. Ho, Carl Yang |
| 2024 | EMNLP | A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery. | Yu Zhang, Xiusi Chen, Bowen Jin, Sheng Wang, Shuiwang Ji, Wei Wang, 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 | ICLR | Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond. | Tianxin Wei, Bowen Jin, Ruirui Li, Hansi Zeng, Zhengyang Wang, Jianhui Sun, Qingyu Yin, Hanqing Lu, Suhang Wang, Jingrui He, Xianfeng Tang |
| 2024 | ICML | Language Models as Semantic Indexers. | Bowen Jin, Hansi Zeng, Guoyin Wang, Xiusi Chen, Tianxin Wei, Ruirui Li, Zhengyang Wang, Zheng Li, Yang Li, Hanqing Lu, Suhang Wang, Jiawei Han, Xianfeng Tang |
| 2024 | WWW | Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy. | SeongKu Kang, Shivam Agarwal, Bowen Jin, Dongha Lee, Hwanjo Yu, Jiawei Han |
| 2024 | WWW | Scalable and Effective Generative Information Retrieval. | Hansi Zeng, Chen Luo, Bowen Jin, Sheikh Muhammad Sarwar, Tianxin Wei, Hamed Zamani |
| 2024 | WSDM | Bridging Text Data and Graph Data: Towards Semantics and Structure-aware Knowledge Discovery. | Bowen Jin, Yu Zhang, Sha Li, 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 | ACL | Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models. | Pengcheng Jiang, Shivam Agarwal, Bowen Jin, Xuan Wang, Jimeng Sun, Jiawei Han |
| 2023 | ACL | Patton: Language Model Pretraining on Text-Rich Networks. | Bowen Jin, Wentao Zhang, Yu Zhang, Yu Meng, Xinyang Zhang, Qi Zhu, Jiawei Han |
| 2023 | ICLR | Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks. | Bowen Jin, Yu Zhang, Yu Meng, Jiawei Han |
| 2023 | KDD | Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks. | Bowen Jin, Yu Zhang, Qi Zhu, Jiawei Han |
| 2023 | KDD | Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers. | Yu Zhang, Bowen Jin, Xiusi Chen, Yanzhen Shen, Yunyi Zhang, Yu Meng, Jiawei Han |
| 2023 | WWW | The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study. | Yu Zhang, Bowen Jin, Qi Zhu, Yu Meng, Jiawei Han |
| 2020 | SIGIR | Multi-behavior Recommendation with Graph Convolutional Networks. | Bowen Jin, Chen Gao, Xiangnan He, Depeng Jin, Yong Li |