Bowen Jin

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 40

Top Topics

Weakly Supervised

Internal Structures

Top Venues

Publications

Hansi Zeng, Chen Luo, Bowen Jin, Sheikh Muhammad Sarwar, Tianxin Wei, Hamed Zamani
Scalable and Effective Generative Information Retrieval. WWW (2024)
Bowen Jin, Chulin Xie, Jiawei Zhang, Kashob Kumar Roy, Yu Zhang, Suhang Wang, Yu Meng, Jiawei Han
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs. CoRR (2024)
SeongKu Kang, Shivam Agarwal, Bowen Jin, Dongha Lee, Hwanjo Yu, Jiawei Han
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy. WWW (2024)
Sizhe Zhou, Yu Meng, Bowen Jin, Jiawei Han
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction. CoRR (2024)
Bowen Jin, Yu Zhang, Sha Li, Jiawei Han
Bridging Text Data and Graph Data: Towards Semantics and Structure-aware Knowledge Discovery. WSDM (2024)
Tianxin Wei, Bowen Jin, Ruirui Li, Hansi Zeng, Zhengyang Wang, Jianhui Sun, Qingyu Yin, Hanqing Lu, Suhang Wang, Jingrui He, Xianfeng Tang
Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond. CoRR (2024)
Bowen Jin, Chulin Xie, Jiawei Zhang, Kashob Kumar Roy, Yu Zhang, Zheng Li, Ruirui Li, Xianfeng Tang, Suhang Wang, Yu Meng, Jiawei Han
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs. ACL (Findings) (2024)
SeongKu Kang, Shivam Agarwal, Bowen Jin, Dongha Lee, Hwanjo Yu, Jiawei Han
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy. CoRR (2024)
Wei Hu, Bowen Jin, Minhao Jiang, Sizhe Zhou, Zhaonan Wang, Jiawei Han, Shaowen Wang
Geospatial Topological Relation Extraction from Text with Knowledge Augmentation. SDM (2024)
Yu Zhang, Xiusi Chen, Bowen Jin, Sheng Wang, Shuiwang Ji, Wei Wang, Jiawei Han
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery. CoRR (2024)
Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Bowen Jin, May D. Wang, Joyce C. Ho, Carl Yang
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records. CoRR (2024)
Tianxin Wei, Bowen Jin, Ruirui Li, Hansi Zeng, Zhengyang Wang, Jianhui Sun, Qingyu Yin, Hanqing Lu, Suhang Wang, Jingrui He, Xianfeng Tang
Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond. ICLR (2024)
Qi Zhu, Da Zheng, Xiang Song, Shichang Zhang, Bowen Jin, Yizhou Sun, George Karypis
Parameter-Efficient Tuning Large Language Models for Graph Representation Learning. CoRR (2024)
Pengcheng Jiang, Shivam Agarwal, Bowen Jin, Xuan Wang, Jimeng Sun, Jiawei Han
Text-Augmented Open Knowledge Graph Completion via Pre-Trained Language Models. CoRR (2023)
Bowen Jin, Yu Zhang, Yu Meng, Jiawei Han
Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks. ICLR (2023)
Hansi Zeng, Chen Luo, Bowen Jin, Sheikh Muhammad Sarwar, Tianxin Wei, Hamed Zamani
Scalable and Effective Generative Information Retrieval. CoRR (2023)
Zhaonan Wang, Bowen Jin, Wei Hu, Minhao Jiang, Seungyeon Kang, Zhiyuan Li, Sizhe Zhou, Jiawei Han, Shaowen Wang
Geospatial Knowledge Hypercube. SIGSPATIAL/GIS (2023)
Yu Zhang, Bowen Jin, Qi Zhu, Yu Meng, Jiawei Han
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study. WWW (2023)
Bowen Jin, Gang Liu, Chi Han, Meng Jiang, Heng Ji, Jiawei Han
Large Language Models on Graphs: A Comprehensive Survey. CoRR (2023)
Bowen Jin, Wentao Zhang, Yu Zhang, Yu Meng, Xinyang Zhang, Qi Zhu, Jiawei Han
Patton: Language Model Pretraining on Text-Rich Networks. ACL (1) (2023)
Yu Zhang, Yanzhen Shen, Xiusi Chen, Bowen Jin, Jiawei Han
"Why Should I Review This Paper?" Unifying Semantic, Topic, and Citation Factors for Paper-Reviewer Matching. CoRR (2023)
Yu Zhang, Bowen Jin, Qi Zhu, Yu Meng, Jiawei Han
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study. CoRR (2023)
Bowen Jin, Yu Zhang, Yu Meng, Jiawei Han
Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks. CoRR (2023)
Yu Zhang, Bowen Jin, Xiusi Chen, Yanzhen Shen, Yunyi Zhang, Yu Meng, Jiawei Han
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers. CoRR (2023)
Yu Zhang, Bowen Jin, Xiusi Chen, Yanzhen Shen, Yunyi Zhang, Yu Meng, Jiawei Han
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers. KDD (2023)
Bowen Jin, Wentao Zhang, Yu Zhang, Yu Meng, Xinyang Zhang, Qi Zhu, Jiawei Han
Patton: Language Model Pretraining on Text-Rich Networks. CoRR (2023)
Pengcheng Jiang, Shivam Agarwal, Bowen Jin, Xuan Wang, Jimeng Sun, Jiawei Han
Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models. ACL (Findings) (2023)
Bowen Jin, Yu Zhang, Qi Zhu, Jiawei Han
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks. KDD (2023)
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
Language Models As Semantic Indexers. CoRR (2023)
Bowen Jin, Wentao Zhang, Yu Zhang, Yu Meng, Han Zhao, Jiawei Han
Learning Multiplex Embeddings on Text-rich Networks with One Text Encoder. CoRR (2023)
Jianhua Deng, Songyan Mai, Ji Zeng, He Zhang, Bowen Jin, Longyu Bu, Chaochun Huang, Hui Jiang
The use of intelligent remote monitoring system in ship energy efficiency management based on internet of things. Int. J. Grid Util. Comput. 13 (1) (2022)
Bowen Jin, Yu Zhang, Qi Zhu, Jiawei Han
Heterformer: A Transformer Architecture for Node Representation Learning on Heterogeneous Text-Rich Networks. CoRR (2022)
Bowen Jin, Bin Lin, Yijing Yan, Hui Pan
Research on Tourism Image Perception of Fuzhou Jinjishan Park from the Perspective of Big Data. ICISCAE (ACM) (2021)
Wei Tang, Wei Zhan, Bowen Jin, Mahdi Motagh, Yubin Xu
Spatial Variability of Relative Sea-Level Rise in Tianjin, China: Insight From InSAR, GPS, and Tide-Gauge Observations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Junhan Yang, Zheng Liu, Bowen Jin, Jianxun Lian, Defu Lian, Akshay Soni, Eun Yong Kang, Yajun Wang, Guangzhong Sun, Xing Xie
Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation via Hybrid Transformer Encoding Networks. CoRR (2021)
Jianhua Deng, Ji Zeng, Songyan Mai, Bowen Jin, Bo Yuan, Yunhui You, Shifeng Lu, Mengkai Yang
Analysis and prediction of ship energy efficiency using 6G big data internet of things and artificial intelligence technology. Int. J. Syst. Assur. Eng. Manag. 12 (4) (2021)
Bowen Jin, Chen Gao, Xiangnan He, Depeng Jin, Yong Li
Multi-behavior Recommendation with Graph Convolutional Networks. SIGIR (2020)
Tingyu Ming, Bowen Jin, Jialei Song, Haoxiang Luo, Ruxu Du, Yang Ding
3D computational models explain muscle activation patterns and energetic functions of internal structures in fish swimming. PLoS Comput. Biol. 15 (9) (2019)
Pei Zhou, Botong Li, Yumeng Yan, Bowen Jin, Libang Wang, Sheng-You Huang
Hierarchical Flexible Peptide Docking by Conformer Generation and Ensemble Docking of Peptides. J. Chem. Inf. Model. 58 (6) (2018)
Pei Zhou, Bowen Jin, Hao Li, Sheng-You Huang
HPEPDOCK: a web server for blind peptide-protein docking based on a hierarchical algorithm. Nucleic Acids Res. 46 (Webserver-Issue) (2018)