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Zhikai Chen
Zhikai Chen
Michigan State University
msu.edu의 이메일 확인됨 - 홈페이지
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Exploring the potential of large language models (llms) in learning on graphs
Z Chen, H Mao, H Li, W Jin, H Wen, X Wei, S Wang, D Yin, W Fan, H Liu, ...
ACM SIGKDD Explorations Newsletter 25 (2), 42-61, 2024
852024
Demystifying Structural Disparity in Graph Neural Networks: Can One Size Fit All?
H Mao, Z Chen, W Jin, H Han, Y Ma, T Zhao, N Shah, J Tang
Advances in Neural Information Processing Systems 36, 2024
172024
Label-free node classification on graphs with large language models (llms)
Z Chen, H Mao, H Wen, H Han, W Jin, H Zhang, H Liu, J Tang
arXiv preprint arXiv:2310.04668, 2023
172023
Graph Foundation Models
H Mao*, Z Chen*, W Tang, J Zhao, Y Ma, T Zhao, N Shah, M Galkin, ...
arXiv preprint arXiv:2402.02216, 2024
22024
Leveraging diversity-aware context attention networks for fake news detection on social platforms
Z Chen, P Wu, L Pan
2022 International Joint Conference on Neural Networks (IJCNN), 01-08, 2022
12022
Graph Machine Learning in the Era of Large Language Models (LLMs)
W Fan, S Wang, J Huang, Z Chen, Y Song, W Tang, H Mao, H Liu, X Liu, ...
arXiv preprint arXiv:2404.14928, 2024
2024
Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation
J Li, H Han, Z Chen, H Shomer, W Jin, A Javari, J Tang
arXiv preprint arXiv:2402.08921, 2024
2024
Neural Scaling Laws on Graphs
J Liu, H Mao, Z Chen, T Zhao, N Shah, J Tang
arXiv preprint arXiv:2402.02054, 2024
2024
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