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Kai Zheng
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On layer normalization in the transformer architecture
R Xiong, Y Yang, D He, K Zheng, S Zheng, C Xing, H Zhang, Y Lan, ...
International Conference on Machine Learning, 10524-10533, 2020
7072020
Efficient private ERM for smooth objectives
J Zhang, K Zheng, W Mou, L Wang
arXiv preprint arXiv:1703.09947, 2017
1442017
Generalization bounds of sgld for non-convex learning: Two theoretical viewpoints
W Mou, L Wang, X Zhai, K Zheng
Conference on Learning Theory, 605-638, 2018
1402018
Efficient online portfolio with logarithmic regret
H Luo, CY Wei, K Zheng
Advances in neural information processing systems 31, 2018
512018
Locally differentially private (contextual) bandits learning
K Zheng, T Cai, W Huang, Z Li, L Wang
Advances in Neural Information Processing Systems 33, 12300-12310, 2020
502020
Collect at once, use effectively: Making non-interactive locally private learning possible
K Zheng, W Mou, L Wang
International Conference on Machine Learning, 4130-4139, 2017
452017
Combinatorial semi-bandit in the non-stationary environment
W Chen, L Wang, H Zhao, K Zheng
Uncertainty in Artificial Intelligence, 865-875, 2021
162021
Equipping experts/bandits with long-term memory
K Zheng, H Luo, I Diakonikolas, L Wang
Advances in Neural Information Processing Systems 32, 2019
162019
(Locally) differentially private combinatorial semi-bandits
X Chen, K Zheng, Z Zhou, Y Yang, W Chen, L Wang
International Conference on Machine Learning, 1757-1767, 2020
32020
Instant Representation Learning for Recommendation over Large Dynamic Graphs
C Wu, C Wang, J Xu, Z Fang, T Gu, C Wang, Y Song, K Zheng, X Wang, ...
arXiv preprint arXiv:2305.18622, 2023
22023
Graph Contrastive Learning with Generative Adversarial Network
C Wu, C Wang, J Xu, Z Liu, K Zheng, X Wang, Y Song, K Gai
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
12023
Multi-behavior Self-supervised Learning for Recommendation
J Xu, C Wang, C Wu, Y Song, K Zheng, X Wang, C Wang, G Zhou, K Gai
arXiv preprint arXiv:2305.18238, 2023
12023
PANE-GNN: Unifying Positive and Negative Edges in Graph Neural Networks for Recommendation
Z Liu, C Wang, J Xu, C Wu, K Zheng, Y Song, N Mou, K Gai
arXiv preprint arXiv:2306.04095, 2023
2023
Combinatorial Semi-Bandit in the Non-Stationary Environment Supplementary Material
W Chen, L Wang, H Zhao, K Zheng
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