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Bowen Jin
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Year
Multi-behavior recommendation with graph convolutional networks
B Jin, C Gao, X He, D Jin, Y Li
SIGIR 2020, 659-668, 2020
2942020
Large language models on graphs: A comprehensive survey
B Jin, G Liu, C Han, M Jiang, H Ji, J Han
arXiv preprint arXiv:2312.02783, 2023
562023
Patton: Language Model Pretraining on Text-Rich Networks
B Jin, W Zhang, Y Zhang, Y Meng, X Zhang, Q Zhu, J Han
ACL 2023, 2023
332023
Heterformer: Transformer-based deep node representation learning on heterogeneous text-rich networks
B Jin, Y Zhang, Q Zhu, J Han
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
25*2023
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study
Y Zhang, B Jin, Q Zhu, Y Meng, J Han
WWW 2023, 2023
202023
Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks
B Jin, Y Zhang, Y Meng, J Han
ICLR 2023, 2023
192023
Text-Augmented Open Knowledge Graph Completion via Pre-Trained Language Models
P Jiang, S Agarwal, B Jin, X Wang, J Sun, J Han
Findings of ACL 2023, 2023
132023
Scalable and Effective Generative Information Retrieval
H Zeng, C Luo, B Jin, SM Sarwar, T Wei, H Zamani
WWW 2024, 2023
102023
Language Models As Semantic Indexers
B Jin, H Zeng, G Wang, X Chen, T Wei, R Li, Z Wang, Z Li, Y Li, H Lu, ...
ICML 2024, 2023
72023
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers
Y Zhang, B Jin, X Chen, Y Shen, Y Zhang, Y Meng, J Han
KDD 2023, 2023
72023
Towards unified multi-modal personalization: Large vision-language models for generative recommendation and beyond
T Wei, B Jin, R Li, H Zeng, Z Wang, J Sun, Q Yin, H Lu, S Wang, J He, ...
ICLR 2024, 2024
6*2024
Ram-ehr: Retrieval augmentation meets clinical predictions on electronic health records
R Xu, W Shi, Y Yu, Y Zhuang, B Jin, MD Wang, JC Ho, C Yang
ACL 2024, 2024
62024
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs
B Jin, C Xie, J Zhang, KK Roy, Y Zhang, S Wang, Y Meng, J Han
ACL 2024, 2024
52024
Learning Multiplex Embeddings on Text-rich Networks with One Text Encoder
B Jin, W Zhang, Y Zhang, Y Meng, H Zhao, J Han
NeurIPs 2023 GraphFrontier, 2023
22023
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy
SK Kang, S Agarwal, B Jin, D Lee, H Yu, J Han
WWW 2024, 2024
12024
Geospatial Topological Relation Extraction from Text with Knowledge Augmentation
W Hu, B Jin, M Jiang, S Zhou, Z Wang, J Han, S Wang
Proceedings of the 2024 SIAM International Conference on Data Mining (SDM …, 2024
12024
" Why Should I Review This Paper?" Unifying Semantic, Topic, and Citation Factors for Paper-Reviewer Matching
Y Zhang, Y Shen, X Chen, B Jin, J Han
arXiv preprint arXiv:2310.14483, 2023
12023
Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation via Hybrid Transformer Encoding Networks
J Yang, Z Liu, B Jin, J Lian, D Lian, A Soni, EY Kang, Y Wang, G Sun, ...
arXiv preprint arXiv:2104.10925, 2021
12021
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
Y Zhang*, X Chen*, B Jin*, S Wang, S Ji, W Wang, J Han
arXiv preprint arXiv:2406.10833, 2024
2024
Parameter-Efficient Tuning Large Language Models for Graph Representation Learning
Q Zhu, D Zheng, X Song, S Zhang, B Jin, Y Sun, G Karypis
arXiv preprint arXiv:2404.18271, 2024
2024
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Articles 1–20