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Xunpeng Huang
Xunpeng Huang
Verified email at connect.ust.hk
Title
Cited by
Cited by
Year
Confidence-aware matrix factorization for recommender systems
C Wang, Q Liu, R Wu, E Chen, C Liu, X Huang, Z Huang
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
482018
Finding potential lenders in P2P lending: A hybrid random walk approach
H Zhang, H Zhao, Q Liu, T Xu, E Chen, X Huang
Information Sciences 432, 376-391, 2018
442018
Incremental Matrix Factorization: A Linear Feature Transformation Perspective.
X Huang, L Wu, E Chen, H Zhu, Q Liu, Y Wang, BTI Center
IJCAI, 1901-1908, 2017
222017
Reverse Diffusion Monte Carlo
X Huang, H Dong, HAO Yifan, Y Ma, T Zhang
The Twelfth International Conference on Learning Representations, 2023
8*2023
Enhancing network embedding with auxiliary information: An explicit matrix factorization perspective
J Guo, L Xu, X Huang, E Chen
Database Systems for Advanced Applications: 23rd International Conference …, 2018
72018
Span: A stochastic projected approximate newton method
X Huang, X Liang, Z Liu, L Li, Y Yu, Y Li
Proceedings of the AAAI Conference on Artificial Intelligence 34 (02), 1520-1527, 2020
42020
Faster Sampling without Isoperimetry via Diffusion-based Monte Carlo
X Huang, D Zou, H Dong, Y Ma, T Zhang
arXiv preprint arXiv:2401.06325, 2024
22024
Mean-field analysis of two-layer neural networks: Global optimality with linear convergence rates
J Zhang, X Huang, J Yu
arXiv preprint arXiv:2205.09860, 2022
22022
ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization
X Huang, R Xu, H Zhou, Z Wang, Z Liu, L Li
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 7857-7864, 2021
12021
An Improved Analysis of Langevin Algorithms with Prior Diffusion for Non-Log-Concave Sampling
X Huang, H Dong, D Zou, T Zhang
arXiv preprint arXiv:2403.06183, 2024
2024
Adaptive Gradient Methods Can Be Provably Faster than SGD after Finite Epochs
X Huang, H Zhou, R Xu, Z Wang, L Li
arXiv preprint arXiv:2006.07037, 2020
2020
Generalized Neural Graph Embedding with Matrix Factorization.
J Guo, L Xu, X Huang, E Chen
CoRR, 2017
2017
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Articles 1–12