ML Anthology

Zhou, Quan

14 publications

ICML 2025 KAN-AD: Time Series Anomaly Detection with Kolmogorov–Arnold Networks Quan Zhou, Changhua Pei, Fei Sun, Han Jing, Zhengwei Gao, Haiming Zhang, Gaogang Xie, Dan Pei, Jianhui Li
NeurIPS 2025 Restricted Spectral Gap Decomposition for Simulated Tempering Targeting Mixture Distributions Jhanvi Garg, Krishna Balasubramanian, Quan Zhou
AISTATS 2024 Soft-Constrained Schrödinger Bridge: A Stochastic Control Approach Jhanvi Garg, Xianyang Zhang, Quan Zhou
ICLR 2023 CoRTX: Contrastive Framework for Real-Time Explanation Yu-Neng Chuang, Guanchu Wang, Fan Yang, Quan Zhou, Pushkar Tripathi, Xuanting Cai, Xia Hu
JAIR 2023 Fairness in Forecasting of Observations of Linear Dynamical Systems Quan Zhou, Jakub Marecek, Robert Shorten
IJCAI 2023 MM-PCQA: Multi-Modal Learning for No-Reference Point Cloud Quality Assessment Zicheng Zhang, Wei Sun, Xiongkuo Min, Qiyuan Wang, Jun He, Quan Zhou, Guangtao Zhai
AISTATS 2022 Rapid Convergence of Informed Importance Tempering Quan Zhou, Aaron Smith
ICML 2022 Accelerating Shapley Explanation via Contributive Cooperator Selection Guanchu Wang, Yu-Neng Chuang, Mengnan Du, Fan Yang, Quan Zhou, Pushkar Tripathi, Xuanting Cai, Xia Hu
NeurIPS 2022 Rapidly Mixing Multiple-Try Metropolis Algorithms for Model Selection Problems Hyunwoong Chang, Changwoo Lee, Zhao Tang Luo, Huiyan Sang, Quan Zhou
AAAI 2021 Fairness in Forecasting and Learning Linear Dynamical Systems Quan Zhou, Jakub Marecek, Robert N. Shorten
AAAI 2020 Focusing on Detail: Deep Hashing Based on Multiple Region Details (Student Abstract) Quan Zhou, Xiushan Nie, Yang Shi, Xingbo Liu, Yilong Yin
IJCAI 2019 Supervised Short-Length Hashing Xingbo Liu, Xiushan Nie, Quan Zhou, Xiaoming Xi, Lei Zhu, Yilong Yin
AAAI 2015 A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen
AAAI 2014 Feature-Cost Sensitive Learning with Submodular Trees of Classifiers Matt J. Kusner, Wenlin Chen, Quan Zhou, Zhixiang Eddie Xu, Kilian Q. Weinberger, Yixin Chen