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Sen Pei
ORCID
Publication Activity (10 Years)
Years Active: 2013-2024
Publications (10 Years): 34
Top Topics
Data Mining And Knowledge Discovery
Influence Maximization
Hong Kong
Partial Observations
Top Venues
CoRR
PLoS Comput. Biol.
KDD
AAAI
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Publications
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Sen Pei
Image Background Serves as Good Proxy for Out-of-distribution Data.
ICLR
(2024)
Alexander Rodríguez
,
Bijaya Adhikari
,
Ajitesh Srivastava
,
Sen Pei
,
Marie-Laure Charpignon
,
Kai Wang
,
Serina Chang
,
Anil Vullikanti
,
B. Aditya Prakash
epiDAMIK 2024: The 7th International Workshop on Epidemiology meets Data Mining and Knowledge Discovery.
KDD
(2024)
Sen Pei
,
Shixiong Xu
,
Xiaojie Jin
Exploring Domain Incremental Video Highlights Detection with the LiveFood Benchmark.
AAAI
(2024)
Renquan Zhang
,
Ting Wei
,
Sen Pei
Influence Maximization based on Simplicial Contagion Model in Hypergraph.
CoRR
(2023)
Yiming Du
,
Zhuotian Li
,
Qian He
,
Thomas Wetere Tulu
,
Kei Hang Katie Chan
,
Lin Wang
,
Sen Pei
,
Xiao-Ke Xu
,
Xiao Fan Liu
DPCIPI: A pre-trained deep learning model for estimation of cross-immunity between drifted strains of Influenza A/H3N2.
CoRR
(2023)
Bijaya Adhikari
,
Alexander Rodríguez
,
Amulya Yadav
,
Sen Pei
,
Ajitesh Srivastava
,
Marie-Laure Charpignon
,
Anil Vullikanti
,
B. Aditya Prakash
epiDAMIK 6.0: The 6th International Workshop on Epidemiology meets Data Mining and Knowledge Discovery.
KDD
(2023)
Jaime Cascante-Vega
,
Marta Galanti
,
Katharina Schley
,
Sen Pei
,
Jeffrey Shaman
Inference of transmission dynamics and retrospective forecast of invasive meningococcal disease.
PLoS Comput. Biol.
19 (10) (2023)
Sen Pei
,
Jiaxi Sun
,
Peng Qin
,
Qi Chen
,
Xinglong Wu
,
Xun Wang
End-to-End Out-of-distribution Detection with Self-supervised Sampling.
CoRR
(2023)
Renquan Zhang
,
Jilei Tai
,
Sen Pei
Ensemble inference of unobserved infections in networks using partial observations.
PLoS Comput. Biol.
19 (8) (2023)
Renquan Zhang
,
Xilong Qu
,
Sen Pei
Influence Maximization based on Threshold Model in Hypergraph.
CoRR
(2023)
Sen Pei
,
Jiaxi Sun
,
Richard Yi Da Xu
,
Shiming Xiang
,
Gaofeng Meng
Domain Decorrelation with Potential Energy Ranking.
AAAI
(2023)
Sen Pei
,
Jingya Yu
,
Qi Chen
,
Wozhou He
AutoMatch: A Large-scale Audio Beat Matching Benchmark for Boosting Deep Learning Assistant Video Editing.
CoRR
(2023)
Sen Pei
,
Jiaxi Sun
,
Richard Yi Da Xu
,
Bin Fan
,
Shiming Xiang
,
Gaofeng Meng
Free Lunch for Generating Effective Outlier Supervision.
CoRR
(2023)
Sen Pei
,
Jiaxi Sun
,
Xiaopeng Zhang
,
Gaofeng Meng
Gradient Concealment: Free Lunch for Defending Adversarial Attacks.
CoRR
(2022)
Yuliang Chen
,
Tao Liu
,
Xiaolin Yu
,
Qinghui Zeng
,
Zixi Cai
,
Haisheng Wu
,
Qingying Zhang
,
Jianpeng Xiao
,
Wenjun Ma
,
Sen Pei
,
Pi Guo
An ensemble forecast system for tracking dynamics of dengue outbreaks and its validation in China.
PLoS Comput. Biol.
18 (6) (2022)
Sen Pei
,
Shixiong Xu
,
Ye Yuan
,
Xiaojie Jin
Global Prototype Encoding for Incremental Video Highlights Detection.
CoRR
(2022)
Sen Pei
,
Jiaxi Sun
,
Shiming Xiang
,
Gaofeng Meng
Domain Decorrelation with Potential Energy Ranking.
CoRR
(2022)
Zhanwei Du
,
Xiao Zhang
,
Lin Wang
,
Sidan Yao
,
Yuan Bai
,
Qi Tan
,
Xiaoke Xu
,
Sen Pei
,
Jingyi Xiao
,
Tim K. Tsang
,
Qiuyan Liao
,
Eric H. Y. Lau
,
Peng Wu
,
Chao Gao
,
Benjamin J. Cowling
Characterizing human collective behaviours of COVID-19 in Hong Kong.
CoRR
(2022)
Bijaya Adhikari
,
Amulya Yadav
,
Sen Pei
,
Ajitesh Srivastava
,
Sarah Kefayati
,
Alexander Rodríguez
,
Marie-Laure Charpignon
,
Anil Vullikanti
,
B. Aditya Prakash
epiDAMIK 5.0: The 5th International Workshop on Epidemiology meets Data Mining and Knowledge Discovery.
KDD
(2022)
Tapio Schneider
,
Oliver R. A. Dunbar
,
Jinlong Wu
,
Lucas Böttcher
,
Dmitry Burov
,
Alfredo Garbuno-Inigo
,
Gregory LeClaire Wagner
,
Sen Pei
,
Chiara Daraio
,
Raffaele Ferrari
,
Jeffrey Shaman
Epidemic management and control through risk-dependent individual contact interventions.
PLoS Comput. Biol.
18 (6) (2022)
Sen Pei
,
Xin Zhang
,
Bin Fan
,
Gaofeng Meng
Out-of-distribution Detection with Boundary Aware Learning.
ECCV (24)
(2022)
Sen Pei
,
Richard Yi Da Xu
,
Shiming Xiang
,
Gaofeng Meng
Alleviating Mode Collapse in GAN via Diversity Penalty Module.
CoRR
(2021)
Bijaya Adhikari
,
Ajitesh Srivastava
,
Sen Pei
,
Sarah Kefayati
,
Rose Yu
,
Amulya Yadav
,
Alexander Rodríguez
,
Arvind Ramanathan
,
Anil Vullikanti
,
B. Aditya Prakash
The 4th International Workshop on Epidemiology meets Data Mining and Knowledge Discovery (epiDAMIK 4.0 @ KDD2021).
KDD
(2021)
Tapio Schneider
,
Oliver R. A. Dunbar
,
Jinlong Wu
,
Lucas Böttcher
,
Dmitry Burov
,
Alfredo Garbuno-Iñigo
,
Gregory LeClaire Wagner
,
Sen Pei
,
Chiara Daraio
,
Raffaele Ferrari
,
Jeffrey Shaman
Epidemic Management and Control Through Risk-Dependent Individual Contact Interventions.
CoRR
(2021)
Xian Teng
,
Sen Pei
,
Yu-Ru Lin
StoCast: Stochastic Disease Forecasting With Progression Uncertainty.
IEEE J. Biomed. Health Informatics
25 (3) (2021)
Sen Pei
,
Xin Zhang
,
Richard Yida Xu
,
Gaofeng Meng
GAN Based Boundary Aware Classifier for Detecting Out-of-distribution Samples.
CoRR
(2021)
Sen Pei
,
Jiannan Wang
,
Flaviano Morone
,
Hernán A. Makse
Influencer identification in dynamical complex systems.
J. Complex Networks
8 (2) (2020)
Sen Pei
,
Jeffrey Shaman
Aggregating forecasts of multiple respiratory pathogens supports more accurate forecasting of influenza-like illness.
PLoS Comput. Biol.
16 (10) (2020)
Sarah C. Kramer
,
Sen Pei
,
Jeffrey Shaman
Forecasting influenza in Europe using a metapopulation model incorporating cross-border commuting and air travel.
PLoS Comput. Biol.
16 (10) (2020)
Sen Pei
,
Mark A. Cane
,
Jeffrey Shaman
Predictability in process-based ensemble forecast of influenza.
PLoS Comput. Biol.
15 (2) (2019)
Sen Pei
,
Jiannan Wang
,
Flaviano Morone
,
Hernán A. Makse
Influencer identification in dynamical complex systems.
CoRR
(2019)
Sen Pei
,
Flaviano Morone
,
Hernán A. Makse
Theories for influencer identification in complex networks.
CoRR
(2017)
Sen Pei
,
Xian Teng
,
Jeffrey Shaman
,
Flaviano Morone
,
Hernán A. Makse
Collective influence maximization in threshold models of information cascading with first-order transitions.
CoRR
(2016)
Xian Teng
,
Sen Pei
,
Flaviano Morone
,
Hernán A. Makse
Collective Influence of Multiple Spreaders Evaluated by Tracing Real Information Flow in Large-Scale Social Networks.
CoRR
(2016)
Sen Pei
,
Shaoting Tang
,
Zhiming Zheng
Detecting the Influence of Spreading in Social Networks with Excitable Sensor Networks.
CoRR
(2015)
Shaoting Tang
,
Xian Teng
,
Sen Pei
,
Shu Yan
,
Zhiming Zheng
Identification of highly susceptible individuals in complex networks.
CoRR
(2015)
Sen Pei
,
Lev Muchnik
,
Shaoting Tang
,
Zhiming Zheng
,
Hernán A. Makse
Exploring the complex pattern of information spreading in online blog communities.
CoRR
(2015)
Sen Pei
,
Lev Muchnik
,
José S. Andrade Jr.
,
Zhiming Zheng
,
Hernán A. Makse
Searching for superspreaders of information in real-world social media.
CoRR
(2014)
Lev Muchnik
,
Sen Pei
,
Lucas C. Parra
,
Saulo D. S. Reis
,
José S. Andrade Jr.
,
Shlomo Havlin
,
Hernán A. Makse
Origins of power-law degree distribution in the heterogeneity of human activity in social networks
CoRR
(2013)
Sen Pei
,
Hernán A. Makse
Spreading dynamics in complex networks.
CoRR
(2013)