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Zhenyu Hou
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Year
Self-supervised learning: Generative or contrastive
X Liu, F Zhang, Z Hou, L Mian, Z Wang, J Zhang, J Tang
IEEE transactions on knowledge and data engineering 35 (1), 857-876, 2021
19392021
GraphMAE: Self-Supervised Masked Graph Autoencoders
Z Hou, X Liu, Y Cen, Y Dong, H Yang, C Wang, J Tang
KDD 2022, 2022
5182022
Chatglm: A family of large language models from glm-130b to glm-4 all tools
T GLM, A Zeng, B Xu, B Wang, C Zhang, D Yin, D Zhang, D Rojas, G Feng, ...
arXiv preprint arXiv:2406.12793, 2024
193*2024
GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner
Z Hou, Y He, Y Cen, X Liu, Y Dong, E Kharlamov, J Tang
WWW 2023, 2023
832023
Cogdl: An extensive toolkit for deep learning on graphs
Y Cen, Z Hou, Y Wang, Q Chen, Y Luo, X Yao, A Zeng, S Guo, P Zhang, ...
arXiv preprint arXiv:2103.00959 7 (8), 2021
53*2021
Understanding WeChat user preferences and “Wow” diffusion
F Zhang, J Tang, X Liu, Z Hou, Y Dong, J Zhang, X Liu, R Xie, K Zhuang, ...
IEEE Transactions on Knowledge and Data Engineering 34 (12), 6033-6046, 2021
242021
Improving the training of graph neural networks with consistency regularization
C Zhang, Y He, Y Cen, Z Hou, J Tang
arXiv preprint arXiv:2112.04319, 2021
152021
Automated unsupervised graph representation learning
Z Hou, Y Cen, Y Dong, J Zhang, J Tang
IEEE Transactions on Knowledge and Data Engineering 35 (3), 2285-2298, 2021
122021
Chatglm-rlhf: Practices of aligning large language models with human feedback
Z Hou, Y Niu, Z Du, X Zhang, X Liu, A Zeng, Q Zheng, M Huang, H Wang, ...
arXiv preprint arXiv:2404.00934, 2024
10*2024
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline
Y Xu, X Liu, X Liu, Z Hou, Y Li, X Zhang, Z Wang, A Zeng, Z Du, W Zhao, ...
arXiv preprint arXiv:2404.02893, 2024
82024
MTDiag: an effective multi-task framework for automatic diagnosis
Z Hou, Y Cen, Z Liu, D Wu, B Wang, X Li, L Hong, J Tang
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14241 …, 2023
82023
LongReward: Improving Long-context Large Language Models with AI Feedback
J Zhang, Z Hou, X Lv, S Cao, Z Hou, Y Niu, L Hou, Y Dong, L Feng, J Li
arXiv preprint arXiv:2410.21252, 2024
12024
Generalizing Graph Transformers Across Diverse Graphs and Tasks via Pre-Training on Industrial-Scale Data
Y He, Z Hou, Y Cen, F He, X Cheng, B Hooi
arXiv preprint arXiv:2407.03953, 2024
12024
GraphAlign: Pretraining One Graph Neural Network on Multiple Graphs via Feature Alignment
Z Hou, H Li, Y Cen, J Tang, Y Dong
arXiv preprint arXiv:2406.02953, 2024
12024
MDGNN: Metapath-based decoupled graph neural network for MAG240M-LSC
H Zhao, Y Cen, Y He, Z Hou, X Liu, X Cheng
Conf. Neural Inf. Process. Syst, 2024
12024
SceneGenAgent: Precise Industrial Scene Generation with Coding Agent
X Xia, D Zhang, Z Liao, Z Hou, T Sun, J Li, L Fu, Y Dong
arXiv preprint arXiv:2410.21909, 2024
2024
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