Xiao Shou

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Learning Strategies

Point Processes

Top Venues

Publications

Xiao Shou, Dharmashankar Subramanian, Debarun Bhattacharjya, Tian Gao, Kristin P. Bennett
Self-Supervised Contrastive Pre-Training for Multivariate Point Processes. CoRR (2024)
Xiao Shou, Tian Gao, Dharmashankar Subramanian, Debarun Bhattacharjya, Kristin P. Bennett
Influence-Aware Attention for Multivariate Temporal Point Processes. CLeaR (2023)
Xiao Shou, Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian, Oktie Hassanzadeh, Kristin P. Bennett
Probabilistic Attention-to-Influence Neural Models for Event Sequences. ICML (2023)
Xiao Shou, Tian Gao, Dharmashankar Subramanian, Debarun Bhattacharjya, Kristin P. Bennett
Concurrent Multi-Label Prediction in Event Streams. AAAI (2023)
Xiao Shou, Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian, Oktie Hassanzadeh, Kristin P. Bennett
Pairwise Causality Guided Transformers for Event Sequences. NeurIPS (2023)
Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian, Xiao Shou
Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation. AAAI (2023)
Georgios Mavroudeas, Malik Magdon-Ismail, Xiao Shou, Kristin P. Bennett
HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden Markov Models: Case Studies in Epileptic Seizure and Complex Care Management. ICKG (2022)
Georgios Mavroudeas, Malik Magdon-Ismail, Xiao Shou, Kristin P. Bennett
HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden Markov Models: Case Studies in Epileptic Seizure and Complex Care Management. ICDM (Workshops) (2022)
Tian Gao, Dharmashankar Subramanian, Debarun Bhattacharjya, Xiao Shou, Nicholas Mattei, Kristin P. Bennett
Causal Inference for Event Pairs in Multivariate Point Processes. NeurIPS (2021)
Georgios Mavroudeas, Nafis Neehal, Xiao Shou, Malik Magdon-Ismail, Jason Nicholas Kuruzovich, Kristin P. Bennett
Predictive Modeling for Complex Care Management. BIBM (2021)
Xiao Shou, Tian Gao, Dharmashankar Subramanian, Kristin P. Bennett
Match2: hybrid self-organizing map and deep learning strategies for treatment effect estimation. BCB (2021)
Xiao Shou, Georgios Mavroudeas, Alexander New, Kofi Arhin, Jason Nicholas Kuruzovich, Malik Magdon-Ismail, Kristin P. Bennett
Supervised Mixture Models for Population Health. BIBM (2019)