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Journal Articles
- 2021
[j3]Simon Luo
, Victor W. Chu, Zhidong Li, Yang Wang, Jianlong Zhou, Fang Chen, Raymond K. Wong:
Multi-task learning by hierarchical Dirichlet mixture model for sparse failure prediction. Int. J. Data Sci. Anal. 12(1): 15-29 (2021)- [j2]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): 46 (2021) - 2020
- [j1]Jianlong Zhou, Simon Luo, Fang Chen:
Effects of personality traits on user trust in human-machine collaborations. J. Multimodal User Interfaces 14(4): 387-400 (2020)
Conference and Workshop Papers
- 2024
- [c10]Simon Luo, Adrian Herrera, Paul Quirk, Michael Chase, Damith C. Ranasinghe, Salil S. Kanhere:
Make out like a (Multi-Armed) Bandit: Improving the Odds of Fuzzer Seed Scheduling with T-Scheduler. AsiaCCS 2024 - 2021
- [c9]Simon Luo, Lamiae Azizi, Mahito Sugiyama:
Hierarchical probabilistic model for blind source separation via Legendre transformation. UAI 2021: 312-321 - 2020
- [c8]Harrison Nguyen, Simon Luo, Fabio Ramos:
Semi-supervised Learning Approach to Generate Neuroimaging Modalities with Adversarial Training. PAKDD (2) 2020: 409-421 - 2019
- [c7]Simon Luo, Mahito Sugiyama:
Bias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions. AAAI 2019: 4488-4495 - [c6]Yongzhe Chang, Zhidong Li, Ling Luo, Simon Luo, Arcot Sowmya, Yang Wang, Fang Chen:
Exploring Latent Structure Similarity for Bayesian Nonparameteric Model with Mixture of NHPP Sequence. ICONIP (2) 2019: 432-444 - [c5]Simon Luo, Victor W. Chu, Zhidong Li, Yang Wang, Jianlong Zhou, Fang Chen, Raymond K. Wong:
Multitask Learning for Sparse Failure Prediction. PAKDD (1) 2019: 3-14 - 2017
- [c4]Simon Luo, Victor W. Chu, Jianlong Zhou, Fang Chen, Raymond K. Wong, Weidong Huang:
A Multivariate Clustering Approach for Infrastructure Failure Predictions. BigData Congress 2017: 274-281 - [c3]Simon Luo, Jianlong Zhou, Henry Been-Lirn Duh, Fang Chen:
BVP Feature Signal Analysis for Intelligent User Interface. CHI Extended Abstracts 2017: 1861-1868 - [c2]Jianlong Zhou, Syed Z. Arshad, Simon Luo, Kun Yu, Shlomo Berkovsky, Fang Chen:
Indexing Cognitive Load using Blood Volume Pulse Features. CHI Extended Abstracts 2017: 2269-2275 - [c1]Jianlong Zhou, Syed Z. Arshad, Simon Luo, Fang Chen:
Effects of Uncertainty and Cognitive Load on User Trust in Predictive Decision Making. INTERACT (4) 2017: 23-39
Informal and Other Publications
- 2023
- [i6]Simon Luo, Adrian Herrera, Paul Quirk, Michael Chase, Damith C. Ranasinghe, Salil S. Kanhere:
Make out like a (Multi-Armed) Bandit: Improving the Odds of Fuzzer Seed Scheduling with T-Scheduler. CoRR abs/2312.04749 (2023) - 2021
- [i5]Wanchuang Zhu, Benjamin Zi Hao Zhao, Simon Luo, Ke Deng:
MANDERA: Malicious Node Detection in Federated Learning via Ranking. CoRR abs/2110.11736 (2021) - 2020
- [i4]Simon Luo, Feng Zhou, Lamiae Azizi, Mahito Sugiyama:
Additive Poisson Process: Learning Intensity of Higher-Order Interaction in Stochastic Processes. CoRR abs/2006.08982 (2020) - 2019
- [i3]Simon Luo, Mahito Sugiyama:
Bias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions. CoRR abs/1906.12063 (2019) - [i2]Simon Luo, Lamiae Azizi, Mahito Sugiyama:
Hierarchical Probabilistic Model for Blind Source Separation via Legendre Transformation. CoRR abs/1909.11294 (2019) - [i1]Harrison Nguyen, Simon Luo, Fabio Ramos:
Semi-supervised Learning Approach to Generate Neuroimaging Modalities with Adversarial Training. CoRR abs/1912.04391 (2019)
Coauthor Index
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