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Feng Zhou
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 13
Top Topics
Point Processes
Variational Inference
Monte Carlo
Hot Spots
Top Venues
CoRR
PAKDD (2)
NeurIPS
PAKDD (1)
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Publications
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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)