Yuxun Zhou

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 51

Top Venues

AAAI

IEEE Internet Things J.

CDC

ICMLA

University of California, Berkeley, USA (PHD)

Education History

University of California, Berkeley, USA

PHD

Publications

Bowen Hu, Yadong Zhou, Yuxun Zhou, Jiang Wu, Ting Liu, Xiaohong Guan
Data Protection Method Against Cross-Domain Inference Threat in Cyber-Physical Power Grid. IEEE Trans. Smart Grid 15 (4) (2024)
Hongfeng Niu, Yuxun Zhou, Jiading Chen, Zhongmin Cai
Performance evaluation of lightweight network-based bot detection using mouse movements. Eng. Appl. Artif. Intell. 135 (2024)
Haotian Liu, Yadong Zhou, Yuxun Zhou, Bowen Hu
Heterogeneous Dual-Dynamic Attention Network for Modeling Mutual Interplay of Stocks. IEEE Trans. Artif. Intell. 5 (7) (2024)
Sizhe He, Yuxun Zhou, Yadong Zhou, Jiang Wu, Min Zheng, Ting Liu
Fast Identification of Vulnerable Set for Cascading Failure Analysis in Power Grid. IEEE Trans. Ind. Informatics 19 (4) (2023)
Guoliang Zhao, Yuxun Zhou, Zhanbo Xu, Yadong Zhou, Jiang Wu
Hierarchical Multi-Supervision Multi-Interaction Graph Attention Network for Multi-Camera Pedestrian Trajectory Prediction. AAAI (2022)
Jianfei Yang, Han Zou, Yuxun Zhou, Lihua Xie
Robust adversarial discriminative domain adaptation for real-world cross-domain visual recognition. Neurocomputing 433 (2021)
Jianfei Yang, Han Zou, Yuxun Zhou, Zhaoyang Zeng, Lihua Xie
Mind the Discriminability: Asymmetric Adversarial Domain Adaptation. ECCV (24) (2020)
Mostafa Gilanifar, Hui Wang, Eren Erman Ozguven, Yuxun Zhou, Reza Arghandeh
Bayesian Spatiotemporal Gaussian Process for Short-term Load Forecasting Using Combined Transportation and Electricity Data. ACM Trans. Cyber Phys. Syst. 4 (1) (2020)
Jianfei Yang, Han Zou, Yuxun Zhou, Lihua Xie
Towards Stable and Comprehensive Domain Alignment: Max-Margin Domain-Adversarial Training. CoRR (2020)
Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos
Handling Incomplete Sensor Measurements in Fault Detection and Diagnosis for Building HVAC Systems. IEEE Trans Autom. Sci. Eng. 17 (2) (2020)
Han Zou, Chunlin Chen, Maoxun Li, Jianfei Yang, Yuxun Zhou, Lihua Xie, Costas J. Spanos
Adversarial Learning-Enabled Automatic WiFi Indoor Radio Map Construction and Adaptation With Mobile Robot. IEEE Internet Things J. 7 (8) (2020)
Han Zou, Yuxun Zhou, Jianfei Yang, Huihan Liu, Hari Prasanna Das, Costas J. Spanos
Consensus Adversarial Domain Adaptation. AAAI (2019)
Jose Cordova, Carlos J. Soto, Mostafa Gilanifar, Yuxun Zhou, Anuj Srivastava, Reza Arghandeh
Shape Preserving Incremental Learning for Power Systems Fault Detection. IEEE Control. Syst. Lett. 3 (1) (2019)
Han Zou, Jianfei Yang, Hari Prasanna Das, Huihan Liu, Yuxun Zhou, Costas J. Spanos
WiFi and Vision Multimodal Learning for Accurate and Robust Device-Free Human Activity Recognition. CVPR Workshops (2019)
Lalitha Madhavi Konila Sriram, Mostafa Gilanifar, Yuxun Zhou, Eren Erman Ozguven, Reza Arghandeh
Causal Markov Elman Network for Load Forecasting in Multinetwork Systems. IEEE Trans. Ind. Electron. 66 (2) (2019)
Han Zou, Yuxun Zhou, Reza Arghandeh, Costas J. Spanos
Multiple Kernel Semi-Representation Learning With Its Application to Device-Free Human Activity Recognition. IEEE Internet Things J. 6 (5) (2019)
Jianfei Yang, Han Zou, Yuxun Zhou, Lihua Xie
Learning Gestures From WiFi: A Siamese Recurrent Convolutional Architecture. IEEE Internet Things J. 6 (6) (2019)
Miao He, Weixi Gu, Yuxun Zhou, Ying Kong, Lin Zhang
Causal feature selection for physical sensing data: a case study on power events prediction. UbiComp/ISWC Adjunct (2019)
Yuxun Zhou, Reza Arghandeh, Han Zou, Costas J. Spanos
Nonparametric Event Detection in Multiple Time Series for Power Distribution Networks. IEEE Trans. Ind. Electron. 66 (2) (2019)
Han Zou, Yuxun Zhou, Jianfei Yang, Costas J. Spanos
Unsupervised WiFi-Enabled IoT Device-User Association for Personalized Location-Based Service. IEEE Internet Things J. 6 (1) (2019)
Jose Cordova, Lalitha Madhavi Konila Sriram, Ayberk Kocatepe, Yuxun Zhou, Eren Erman Ozguven, Reza Arghandeh
Combined Electricity and Traffic Short-Term Load Forecasting Using Bundled Causality Engine. IEEE Trans. Intell. Transp. Syst. 20 (9) (2019)
Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos
Identifying Unseen Faults for Smart Buildings by Incorporating Expert Knowledge With Data. IEEE Trans Autom. Sci. Eng. 16 (3) (2019)
Han Zou, Jianfei Yang, Yuxun Zhou, Costas J. Spanos
Joint Adversarial Domain Adaptation for Resilient WiFi-Enabled Device-Free Gesture Recognition. ICMLA (2018)
Ruoxi Jia, Baihong Jin, Ming Jin, Yuxun Zhou, Ioannis C. Konstantakopoulos, Han Zou, Joyce Kim, Dan Li, Weixi Gu, Reza Arghandeh, Pierluigi Nuzzo, Stefano Schiavon, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos
Design Automation for Smart Building Systems. Proc. IEEE 106 (9) (2018)
Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
WiFi-Based Human Identification via Convex Tensor Shapelet Learning. AAAI (2018)
Lalitha Madhavi Konila Madhavi, Mostafa Gilanifar, Yuxun Zhou, Eren Erman Ozguven, Reza Arghandeh
Multivariate Deep Causal Network for Time Series Forecasting in Interdependent Networks. CDC (2018)
Han Zou, Yuxun Zhou, Jianfei Yang, Hao Jiang, Lihua Xie, Costas J. Spanos
DeepSense: Device-Free Human Activity Recognition via Autoencoder Long-Term Recurrent Convolutional Network. ICC (2018)
Yuxun Zhou, Reza Arghandeh, Costas J. Spanos
Partial Knowledge Data-Driven Event Detection for Power Distribution Networks. IEEE Trans. Smart Grid 9 (5) (2018)
Han Zou, Jianfei Yang, Yuxun Zhou, Lihua Xie, Costas J. Spanos
Robust WiFi-Enabled Device-Free Gesture Recognition via Unsupervised Adversarial Domain Adaptation. ICCCN (2018)
Yuxun Zhou, Han Zou, Reza Arghandeh, Weixi Gu, Costas J. Spanos
Non-Parametric Outliers Detection in Multiple Time Series A Case Study: Power Grid Data Analysis. AAAI (2018)
Han Zou, Yuxun Zhou, Jianfei Yang, Hao Jiang, Lihua Xie, Costas J. Spanos
WiFi-enabled Device-free Gesture Recognition for Smart Home Automation. ICCA (2018)
Weixi Gu, Zimu Zhou, Yuxun Zhou, Miao He, Han Zou, Lin Zhang
Predicting Blood Glucose Dynamics with Multi-time-series Deep Learning. SenSys (2017)
Han Zou, Yuxun Zhou, Hao Jiang, Baoqi Huang, Lihua Xie, Costas J. Spanos
Adaptive Localization in Dynamic Indoor Environments by Transfer Kernel Learning. WCNC (2017)
Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
FreeCount: Device-Free Crowd Counting with Commodity WiFi. GLOBECOM (2017)
Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
Multiple Kernel Representation Learning for WiFi-Based Human Activity Recognition. ICMLA (2017)
Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos
Optimal Sensor Configuration and Feature Selection for AHU Fault Detection and Diagnosis. IEEE Trans. Ind. Informatics 13 (3) (2017)
Weixi Gu, Zimu Zhou, Yuxun Zhou, Han Zou, Yunxin Liu, Costas J. Spanos, Lin Zhang
BikeMate: Bike Riding Behavior Monitoring with Smartphones. MobiQuitous (2017)
Yuxun Zhou, Zhaoyi Kang, Costas J. Spanos
Parametric Dual Maximization for Non-Convex Learning Problems. AAAI (2017)
Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
FreeDetector: Device-Free Occupancy Detection with Commodity WiFi. SECON Workshops (2017)
Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
Poster: WiFi-based Device-Free Human Activity Recognition via Automatic Representation Learning. MobiCom (2017)
Weixi Gu, Yuxun Zhou, Zimu Zhou, Xi Liu, Han Zou, Pei Zhang, Costas J. Spanos, Lin Zhang
SugarMate: Non-intrusive Blood Glucose Monitoring with Smartphones. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Weixi Gu, Yunxin Liu, Yuxun Zhou, Zimu Zhou, Costas J. Spanos, Lin Zhang
BikeSafe: bicycle behavior monitoring via smartphones. UbiComp/ISWC Adjunct (2017)
Yuxun Zhou, Ninghang Hu, Costas J. Spanos
Veto-Consensus Multiple Kernel Learning. AAAI (2016)
Yuxun Zhou, Reza Arghandeh, Ioannis C. Konstantakopoulos, Shayaan Abdullah, Costas J. Spanos
Data-driven event detection with partial knowledge: A Hidden Structure Semi-Supervised learning method. ACC (2016)
Yuxun Zhou, Reza Arghandeh, Costas J. Spanos
Online learning of Contextual Hidden Markov Models for temporal-spatial data analysis. CDC (2016)
Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos
Fusing system configuration information for building cooling plant Fault Detection and severity level identification. CASE (2016)
Han Zou, Yuxun Zhou, Hao Jiang, Baoqi Huang, Lihua Xie, Costas J. Spanos
A transfer kernel learning based strategy for adaptive localization in dynamic indoor environments: poster. MobiCom (2016)
Yuxun Zhou, Jae Yeon Baek, Dan Li, Costas J. Spanos
Optimal Training and Efficient Model Selection for Parameterized Large Margin Learning. PAKDD (1) (2016)
Yuxun Zhou, Costas J. Spanos
On a class of multi-parametric quadratic programming and its applications to machine learning. CDC (2016)
Yuxun Zhou, Reza Arghandeh, Ioannis C. Konstantakopoulos, Shayaan Abdullah, Alexandra von Meier, Costas J. Spanos
Abnormal event detection with high resolution micro-PMU data. PSCC (2016)
Yuxun Zhou, Costas J. Spanos
Causal meets Submodular: Subset Selection with Directed Information. NIPS (2016)
Yuxun Zhou, Dan Li, Costas J. Spanos
Learning Optimization Friendly Comfort Model for HVAC Model Predictive Control. ICDM Workshops (2015)
Baihong Jin, Pierluigi Nuzzo, Mehdi Maasoumy, Yuxun Zhou, Alberto L. Sangiovanni-Vincentelli
A Contract-based Framework for Integrated Demand Response Management in Smart Grids. BuildSys@SenSys (2015)
Yuxun Zhou, Baihong Jin, Costas J. Spanos
Learning Convex Piecewise Linear Machine for Data-Driven Optimal Control. ICMLA (2015)
Yuxun Zhou, Zhaoyi Kang, Lin Zhang, Costas J. Spanos
Causal analysis for non-stationary time series in sensor-rich smart buildings. CASE (2013)
Zhaoyi Kang, Yuxun Zhou, Lin Zhang, Costas J. Spanos
Virtual power sensing based on a multiple-hypothesis sequential test. SmartGridComm (2013)

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Publication Activity (10 Years)

Top Topics

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Yuxun Zhou