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Xiao Shou
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2020 – today
- 2024
- [i2]Xiao Shou
, Dharmashankar Subramanian, Debarun Bhattacharjya, Tian Gao, Kristin P. Bennett:
Self-Supervised Contrastive Pre-Training for Multivariate Point Processes. CoRR abs/2402.00987 (2024) - [i1]Yanna Ding, Zijie Huang, Xiao Shou, Yihang Guo, Yizhou Sun, Jianxi Gao:
Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation. CoRR abs/2412.15554 (2024) - 2023
- [c11]Xiao Shou, Tian Gao, Dharmashankar Subramanian, Debarun Bhattacharjya, Kristin P. Bennett:
Concurrent Multi-Label Prediction in Event Streams. AAAI 2023: 9820-9828 - [c10]Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian, Xiao Shou:
Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation. AAAI 2023: 12189-12197 - [c9]Xiao Shou, Tian Gao, Dharmashankar Subramanian, Debarun Bhattacharjya, Kristin P. Bennett:
Influence-Aware Attention for Multivariate Temporal Point Processes. CLeaR 2023: 499-517 - [c8]Xiao Shou, Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian, Oktie Hassanzadeh, Kristin P. Bennett:
Probabilistic Attention-to-Influence Neural Models for Event Sequences. ICML 2023: 31657-31674 - [c7]Xiao Shou, Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian, Oktie Hassanzadeh, Kristin P. Bennett:
Pairwise Causality Guided Transformers for Event Sequences. NeurIPS 2023 - 2022
- [c6]Georgios Mavroudeas, Malik Magdon-Ismail, Xiao Shou
HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden Markov Models: Case Studies in Epileptic Seizure and Complex Care Management. ICKG 2022: 180-187 - [c5]Georgios Mavroudeas, Malik Magdon-Ismail, Xiao Shou
HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden Markov Models: Case Studies in Epileptic Seizure and Complex Care Management. ICDM (Workshops) 2022: 316-323 - 2021
- [c4]Xiao Shou
Match2: hybrid self-organizing map and deep learning strategies for treatment effect estimation. BCB 2021: 46:1-46:10 - [c3]Georgios Mavroudeas, Nafis Neehal, Xiao Shou
Predictive Modeling for Complex Care Management. BIBM 2021: 1443-1448 - [c2]Tian Gao, Dharmashankar Subramanian, Debarun Bhattacharjya, Xiao Shou, Nicholas Mattei, Kristin P. Bennett:
Causal Inference for Event Pairs in Multivariate Point Processes. NeurIPS 2021: 17311-17324
2010 – 2019
- 2019
- [c1]Xiao Shou
Supervised Mixture Models for Population Health. BIBM 2019: 1057-1064
Coauthor Index
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