Feng Zhou

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Point Processes

Variational Inference

Top Venues

Publications

Yixuan Zhang, Feng Zhou
Bias Mitigation in Fine-tuning Pre-trained Models for Enhanced Fairness and Efficiency. CoRR (2024)
Zizhuo Meng, Ke Wan, Yadong Huang, Zhidong Li, Yang Wang, Feng Zhou
Interpretable Transformer Hawkes Processes: Unveiling Complex Interactions in Social Networks. KDD (2024)
Yongli Mou, Jiahui Geng, Feng Zhou, Oya Beyan, Chunming Rong, Stefan Decker
pFedV: Mitigating Feature Distribution Skewness via Personalized Federated Learning with Variational Distribution Constraints. PAKDD (2) (2023)
Yixuan Zhang, Quyu Kong, Feng Zhou
Integration-free Training for Spatio-temporal Multimodal Covariate Deep Kernel Point Processes. CoRR (2023)
Yixuan Zhang, Quyu Kong, Feng Zhou
Integration-free Training for Spatio-temporal Multimodal Covariate Deep Kernel Point Processes. NeurIPS (2023)
Xuhui Fan, Bin Li, Feng Zhou, Scott A. Sisson
Continuous-time edge modelling using non-parametric point processes. NeurIPS (2021)
Feng Zhou, Simon Luo, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen
Efficient EM-variational inference for nonparametric Hawkes process. Stat. Comput. 31 (4) (2021)
Feng Zhou, Yixuan Zhang, Jun Zhu
Efficient Inference of Nonparametric Interaction in Spiking-neuron Networks. CoRR (2020)
Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen
Fast multi-resolution segmentation for nonstationary Hawkes process using cumulants. Int. J. Data Sci. Anal. 10 (4) (2020)
Feng Zhou, Yixuan Zhang, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen
Hawkes Process with Stochastic Triggering Kernel. PAKDD (1) (2019)
Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen
Scalable Inference for Nonparametric Hawkes Process Using Pólya-Gamma Augmentation. CoRR (2019)
Feng Zhou
Efficient EM-Variational Inference for Hawkes Process. CoRR (2019)
Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen
A Refined MISD Algorithm Based on Gaussian Process Regression. PAKDD (2) (2018)