Sen Pei

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 34

Top Topics

Data Mining And Knowledge Discovery

Influence Maximization

Partial Observations

Top Venues

PLoS Comput. Biol.

Publications

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)