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2020 – today
- 2024
[j20]Hongfeng Niu, Yuxun Zhou, Jiading Chen, Zhongmin Cai:
Performance evaluation of lightweight network-based bot detection using mouse movements. Eng. Appl. Artif. Intell. 135: 108801 (2024)- [j19]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): 3595-3606 (2024) - [j18]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): 4170-4181 (2024) - 2023
- [j17]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): 5645-5655 (2023) - 2022
- [c35]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: 4698-4706 - 2021
- [j16]Jianfei Yang, Han Zou, Yuxun Zhou, Lihua Xie:
Robust adversarial discriminative domain adaptation for real-world cross-domain visual recognition. Neurocomputing 433: 28-36 (2021) - 2020
- [j15]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): 6946-6954 (2020) - [j14]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): 833-846 (2020) - [j13]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): 2:1-2:25 (2020) - [c34]Jianfei Yang, Han Zou, Yuxun Zhou, Zhaoyang Zeng, Lihua Xie:
Mind the Discriminability: Asymmetric Adversarial Domain Adaptation. ECCV (24) 2020: 589-606 - [i1]Jianfei Yang, Han Zou, Yuxun Zhou, Lihua Xie:
Towards Stable and Comprehensive Domain Alignment: Max-Margin Domain-Adversarial Training. CoRR abs/2003.13249 (2020)
2010 – 2019
- 2019
- [j12]Jose Cordova, Carlos Soto, Mostafa Gilanifar, Yuxun Zhou, Anuj Srivastava, Reza Arghandeh:
Shape Preserving Incremental Learning for Power Systems Fault Detection. IEEE Control. Syst. Lett. 3(1): 85-90 (2019) - [j11]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): 1238-1245 (2019) - [j10]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): 7670-7680 (2019) - [j9]Jianfei Yang, Han Zou, Yuxun Zhou, Lihua Xie:
Learning Gestures From WiFi: A Siamese Recurrent Convolutional Architecture. IEEE Internet Things J. 6(6): 10763-10772 (2019) - [j8]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): 1412-1425 (2019) - [j7]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): 1434-1442 (2019) - [j6]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): 1619-1628 (2019) - [j5]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): 3448-3458 (2019) - [c33]Han Zou, Yuxun Zhou, Jianfei Yang, Huihan Liu, Hari Prasanna Das, Costas J. Spanos:
Consensus Adversarial Domain Adaptation. AAAI 2019: 5997-6004 - [c32]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: 426-433 - [c31]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: 565-570 - 2018
- [j4]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): 1680-1699 (2018) - [j3]Yuxun Zhou, Reza Arghandeh, Costas J. Spanos:
Partial Knowledge Data-Driven Event Detection for Power Distribution Networks. IEEE Trans. Smart Grid 9(5): 5152-5162 (2018) - [c30]Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos:
WiFi-Based Human Identification via Convex Tensor Shapelet Learning. AAAI 2018: 1711-1719 - [c29]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: 4605-4612 - [c28]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: 6476-6481 - [c27]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: 1-6 - [c26]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: 476-481 - [c25]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: 1-8 - [c24]Han Zou, Jianfei Yang, Yuxun Zhou, Costas J. Spanos:
Joint Adversarial Domain Adaptation for Resilient WiFi-Enabled Device-Free Gesture Recognition. ICMLA 2018: 202-207 - 2017
- [b1]Yuxun Zhou:
Statistical Learning for Sparse Sensing and Agile Operation. University of California, Berkeley, USA, 2017 - [j2]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): 54:1-54:27 (2017) - [j1]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): 1369-1380 (2017) - [c23]Yuxun Zhou, Zhaoyi Kang, Costas J. Spanos:
Parametric Dual Maximization for Non-Convex Learning Problems. AAAI 2017: 2956-2962 - [c22]Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos:
FreeCount: Device-Free Crowd Counting with Commodity WiFi. GLOBECOM 2017: 1-6 - [c21]Weixi Gu, Yunxin Liu, Yuxun Zhou, Zimu Zhou, Costas J. Spanos, Lin Zhang:
BikeSafe: bicycle behavior monitoring via smartphones. UbiComp/ISWC Adjunct 2017: 45-48 - [c20]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: 268-274 - [c19]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: 606-608 - [c18]Weixi Gu, Zimu Zhou, Yuxun Zhou, Han Zou, Yunxin Liu, Costas J. Spanos, Lin Zhang:
BikeMate: Bike Riding Behavior Monitoring with Smartphones. MobiQuitous 2017: 313-322 - [c17]Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos:
FreeDetector: Device-Free Occupancy Detection with Commodity WiFi. SECON Workshops 2017: 14-18 - [c16]Weixi Gu, Zimu Zhou, Yuxun Zhou, Miao He, Han Zou, Lin Zhang:
Predicting Blood Glucose Dynamics with Multi-time-series Deep Learning. SenSys 2017: 55:1-55:2 - [c15]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: 1-6 - 2016
- [c14]Yuxun Zhou, Ninghang Hu, Costas J. Spanos:
Veto-Consensus Multiple Kernel Learning. AAAI 2016: 2407-2414 - [c13]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: 5962-5968 - [c12]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: 1319-1325 - [c11]Yuxun Zhou, Costas J. Spanos:
On a class of multi-parametric quadratic programming and its applications to machine learning. CDC 2016: 2826-2833 - [c10]Yuxun Zhou, Reza Arghandeh, Costas J. Spanos:
Online learning of Contextual Hidden Markov Models for temporal-spatial data analysis. CDC 2016: 6335-6341 - [c9]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: 462-464 - [c8]Yuxun Zhou, Costas J. Spanos:
Causal meets Submodular: Subset Selection with Directed Information. NIPS 2016: 2649-2657 - [c7]Yuxun Zhou, Jae Yeon Baek, Dan Li, Costas J. Spanos:
Optimal Training and Efficient Model Selection for Parameterized Large Margin Learning. PAKDD (1) 2016: 52-64 - [c6]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: 1-7 - 2015
- [c5]Yuxun Zhou, Dan Li, Costas J. Spanos:
Learning Optimization Friendly Comfort Model for HVAC Model Predictive Control. ICDM Workshops 2015: 430-439 - [c4]Yuxun Zhou, Baihong Jin, Costas J. Spanos:
Learning Convex Piecewise Linear Machine for Data-Driven Optimal Control. ICMLA 2015: 966-972 - [c3]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: 167-176 - 2013
- [c2]Yuxun Zhou, Zhaoyi Kang, Lin Zhang, Costas J. Spanos:
Causal analysis for non-stationary time series in sensor-rich smart buildings. CASE 2013: 593-598 - [c1]Zhaoyi Kang, Yuxun Zhou, Lin Zhang, Costas J. Spanos:
Virtual power sensing based on a multiple-hypothesis sequential test. SmartGridComm 2013: 785-790
Coauthor Index
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last updated on 2024-08-03 21:13 CEST by the dblp team
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