Tian Zhou

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 98

Top Venues

Publications

Peisong Niu, Tian Zhou, Xue Wang, Liang Sun, Rong Jin
Attention as Robust Representation for Time Series Forecasting. CoRR (2024)
Xue Wang, Tian Zhou, Qingsong Wen, Jinyang Gao, Bolin Ding, Rong Jin
CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting. ICLR (2024)
Ziqing Ma, Wenwei Wang, Tian Zhou, Chao Chen, Bingqing Peng, Liang Sun, Rong Jin
FusionSF: Fuse Heterogeneous Modalities in a Vector Quantized Framework for Robust Solar Power Forecasting. CoRR (2024)
Ziqing Ma, Wenwei Wang, Tian Zhou, Chao Chen, Bingqing Peng, Liang Sun, Rong Jin
FusionSF: Fuse Heterogeneous Modalities in a Vector Quantized Framework for Robust Solar Power Forecasting. KDD (2024)
Zeshen Tang, Shiyu Tang, Haoran Wang, Renren Li, Xiaochen Zhang, Wei Zhang, Xiao Yuan, Yaning Zang, Yanping Li, Tian Zhou, Yunxia Li
S2VQ-VAE: Semi-Supervised Vector Quantised-Variational AutoEncoder for Automatic Evaluation of Trail Making Test. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Tian Zhou, Fangyu Zheng, Guang Fan, Lipeng Wan, Wenxu Tang, Yixuan Song, Yi Bian, Jingqiang Lin
ConvKyber: Unleashing the Power of AI Accelerators for Faster Kyber with Novel Iteration-based Approaches. IACR Cryptol. ePrint Arch. 2024 (2024)
Tian Zhou, Fangyu Zheng, Guang Fan, Lipeng Wan, Wenxu Tang, Yixuan Song, Yi Bian, Jingqiang Lin
ConvKyber: Unleashing the Power of AI Accelerators for Faster Kyber with Novel Iteration-based Approaches. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2024 (2) (2024)
Yanjun Zhao, Tian Zhou, Chao Chen, Liang Sun, Yi Qian, Rong Jin
Sparse-VQ Transformer: An FFN-Free Framework with Vector Quantization for Enhanced Time Series Forecasting. CoRR (2024)
Haifei Wang, Xiangxiang Shen, Tian Zhou, Jianzhong Sun, Guo Chen
Effects of contact stiffness on the nonlinear motions induced by impacts on an overhung rotor system. Commun. Nonlinear Sci. Numer. Simul. 138 (2024)
Tian Zhou, Wu Xie, Huimin Zhang, Yong Fan
Simple Conditional Spatial Query Mask Deformable Detection Transformer: A Detection Approach for Multi-Style Strokes of Chinese Characters. Sensors 24 (3) (2024)
Qingsong Wen, Tian Zhou, Chaoli Zhang, Weiqi Chen, Ziqing Ma, Junchi Yan, Liang Sun
Transformers in Time Series: A Survey. IJCAI (2023)
Yanjun Zhao, Ziqing Ma, Tian Zhou, Mengni Ye, Liang Sun, Yi Qian
GCformer: An Efficient Solution for Accurate and Scalable Long-Term Multivariate Time Series Forecasting. CIKM (2023)
Ming Jin, Guangsi Shi, Yuan-Fang Li, Qingsong Wen, Bo Xiong, Tian Zhou, Shirui Pan
How Expressive are Spectral-Temporal Graph Neural Networks for Time Series Forecasting? CoRR (2023)
Tian Zhou, Peisong Niu, Xue Wang, Liang Sun, Rong Jin
One Fits All: Universal Time Series Analysis by Pretrained LM and Specially Designed Adaptors. CoRR (2023)
Xiaowen Zhou, Tian Zhou, Shuya Fang, Bisen Han, Qing He
Investigation of the Vertical Distribution Characteristics and Microphysical Properties of Summer Mineral Dust Masses over the Taklimakan Desert Using an Unmanned Aerial Vehicle. Remote. Sens. 15 (14) (2023)
Yiyuan Yang, Chaoli Zhang, Tian Zhou, Qingsong Wen, Liang Sun
DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection. CoRR (2023)
Fan Li, Tian Zhou, Yuping Dong, Wenting Zhou
Design of the 3D Digital Reconstruction System of an Urban Landscape Spatial Pattern Based on the Internet of Things. Int. J. Inf. Technol. Syst. Approach 16 (2) (2023)
Tian Zhou, PeiSong Niu, Xue Wang, Liang Sun, Rong Jin
Power Time Series Forecasting by Pretrained LM. CoRR (2023)
Yanjun Zhao, Ziqing Ma, Tian Zhou, Liang Sun, Mengni Ye, Yi Qian
GCformer: An Efficient Framework for Accurate and Scalable Long-Term Multivariate Time Series Forecasting. CoRR (2023)
Hengbo Liu, Ziqing Ma, Linxiao Yang, Tian Zhou, Rui Xia, Yi Wang, Qingsong Wen, Liang Sun
SADI: A Self-Adaptive Decomposed Interpretable Framework for Electric Load Forecasting Under Extreme Events. ICASSP (2023)
Xue Wang, Tian Zhou, Qingsong Wen, Jinyang Gao, Bolin Ding, Rong Jin
Make Transformer Great Again for Time Series Forecasting: Channel Aligned Robust Dual Transformer. CoRR (2023)
Matthew G. Cooper, Tian Zhou
baseflow: a MATLAB and GNU Octave package for baseflow recession analysis. J. Open Source Softw. 8 (91) (2023)
Chao Chen, Tian Zhou, Yanjun Zhao, Hui Liu, Liang Sun, Rong Jin
SVQ: Sparse Vector Quantization for Spatiotemporal Forecasting. CoRR (2023)
Jiatao Zhang, Jianfeng Liao, Tuocheng Hu, Tian Zhou, Haofu Qian, Haoyang Zhang, Han Li, LanLing Tang, Qiwei Meng, Wei Song, Shiqiang Zhu
Experience Adapter: Adapting Pre-trained Language Models for Continual Task Planning. ICIRA (5) (2023)
Jingxian Wang, Dineke E. H. Tigelaar, Tian Zhou, Wilfried Admiraal
The effects of mobile technology usage on cognitive, affective, and behavioural learning outcomes in primary and secondary education: A systematic review with meta-analysis. J. Comput. Assist. Learn. 39 (2) (2023)
Zhaoyang Zhu, Weiqi Chen, Rui Xia, Tian Zhou, Peisong Niu, Bingqing Peng, Wenwei Wang, Hengbo Liu, Ziqing Ma, Qingsong Wen, Liang Sun
eForecaster: Unifying Electricity Forecasting with Robust, Flexible, and Explainable Machine Learning Algorithms. AAAI (2023)
Yiyuan Yang, Chaoli Zhang, Tian Zhou, Qingsong Wen, Liang Sun
DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection. KDD (2023)
Zhaoyang Zhu, Weiqi Chen, Rui Xia, Tian Zhou, Peisong Niu, Bingqing Peng, Wenwei Wang, Hengbo Liu, Ziqing Ma, Xinyue Gu, Jin Wang, Qiming Chen, Linxiao Yang, Qingsong Wen, Liang Sun
Energy forecasting with robust, flexible, and explainable machine learning algorithms. AI Mag. 44 (4) (2023)
Ying Sun, Kai Song, Tian Zhou, Guo Wei, Zhiyuan Cheng, Chunbo Zhu
A Shared Method of Metal Object Detection and Living Object Detection Based on the Quality Factor of Detection Coils for Electric Vehicle Wireless Charging. IEEE Trans. Instrum. Meas. 72 (2023)
Yifan Zhang, Xue Wang, Tian Zhou, Kun Yuan, Zhang Zhang, Liang Wang, Rong Jin, Tieniu Tan
Model-free Test Time Adaptation for Out-Of-Distribution Detection. CoRR (2023)
Hengbo Liu, Ziqing Ma, Linxiao Yang, Tian Zhou, Rui Xia, Yi Wang, Qingsong Wen, Liang Sun
SaDI: A Self-adaptive Decomposed Interpretable Framework for Electric Load Forecasting under Extreme Events. CoRR (2023)
Cong Hu, Hui Quan, Xiangdong Wu, Ting Li, Tian Zhou
Terahertz Super-Resolution Nondestructive Detection Algorithm Based on Edge Feature Convolution Network. IEEE Access 11 (2023)
Tian Zhou, Peisong Niu, Xue Wang, Liang Sun, Rong Jin
One Fits All: Power General Time Series Analysis by Pretrained LM. NeurIPS (2023)
Jun Chen, Tian Zhou
Antecedents of Consumers' Impulsive Buying Intention in Live Streaming Commerce - - Perspective of Live Streamer's Persuasive Ability. WHICEB (2022)
Tian Zhou, Ziqing Ma, Qingsong Wen, Xue Wang, Liang Sun, Rong Jin
FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting. ICML (2022)
Tian Zhou, Jianqing Zhu, Xue Wang, Ziqing Ma, Qingsong Wen, Liang Sun, Rong Jin
TreeDRNet: A Robust Deep Model for Long Term Time Series Forecasting. CoRR (2022)
Hailing Xie, Zhien Wang, Tao Luo, Kang Yang, Damao Zhang, Tian Zhou, Xueling Yang, Xiaohong Liu, Qiang Fu
Seasonal Variation of Dust Aerosol Vertical Distribution in Arctic Based on Polarized Micropulse Lidar Measurement. Remote. Sens. 14 (21) (2022)
Qingsong Wen, Tian Zhou, Chaoli Zhang, Weiqi Chen, Ziqing Ma, Junchi Yan, Liang Sun
Transformers in Time Series: A Survey. CoRR (2022)
Qingsong Wen, Linxiao Yang, Tian Zhou, Liang Sun
Robust Time Series Analysis and Applications: An Industrial Perspective. KDD (2022)
Tian Zhou, Cong Hu, Aijun Zhu, Chuan-pei Xu, Chunting Wan
Wrapper scan chain design algorithm for testing of embedded cores based on chaotic dragonfly algorithm. Evol. Intell. 15 (1) (2022)
Chaoli Zhang, Tian Zhou, Qingsong Wen, Liang Sun
TFAD: A Decomposition Time Series Anomaly Detection Architecture with Time-Frequency Analysis. CoRR (2022)
Guoda Tian, Xuesong Cai, Tian Zhou, Weinan Wang, Fredrik Tufvesson
Deep-Learning Based Channel Estimation for OFDM Wireless Communications. SPAWC (2022)
Tingzeng Wu, Tian Zhou, Huazhong Lü
Further results on the star degree of graphs. Appl. Math. Comput. 425 (2022)
Bisen Han, Tian Zhou, Xiaowen Zhou, Shuya Fang, Jianping Huang, Qing He, Zhongwei Huang, Minzhong Wang
A New Algorithm of Atmospheric Boundary Layer Height Determined from Polarization Lidar. Remote. Sens. 14 (21) (2022)
Chaoli Zhang, Tian Zhou, Qingsong Wen, Liang Sun
TFAD: A Decomposition Time Series Anomaly Detection Architecture with Time-Frequency Analysis. CIKM (2022)
Weiqi Chen, Wenwei Wang, Bingqing Peng, Qingsong Wen, Tian Zhou, Liang Sun
Learning to Rotate: Quaternion Transformer for Complicated Periodical Time Series Forecasting. KDD (2022)
Tian Zhou, Ziqing Ma, Xue Wang, Qingsong Wen, Liang Sun, Tao Yao, Wotao Yin, Rong Jin
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting. CoRR (2022)
Tian Zhou, Ziqing Ma, Qingsong Wen, Xue Wang, Liang Sun, Rong Jin
FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting. CoRR (2022)
Tian Zhou, Ziqing Ma, Xue Wang, Qingsong Wen, Liang Sun, Tao Yao, Wotao Yin, Rong Jin
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting. NeurIPS (2022)
Tian Zhou, Hao He, Shengjun Pan, Niklas Karlsson, Bharatbhushan Shetty, Brendan Kitts, Djordje Gligorijevic, San Gultekin, Tingyu Mao, Junwei Pan, Jianlong Zhang, Aaron Flores
An Efficient Deep Distribution Network for Bid Shading in First-Price Auctions. KDD (2021)
Tian Zhou, Lixin Gao
Distributed Framework for Accelerating Training of Deep Learning Models through Prioritization. IC2E (2021)
Hao He, Tian Zhou, Lihua Ren, Niklas Karlsson, Aaron Flores
Mid-flight Forecasting for CPA Lines in Online Advertising. CoRR (2021)
Wan Chen, Lei Chen, Tian Zhou, Jiayi Zhu, Ping Cui
Short Video Service Evaluation System Design from the Viewpoint of QoE. SimuTools (2021)
Fubao Wu, Lixin Gao, Tian Zhou, Xi Wang
MOTrack: Real-time Configuration Adaptation for Video Analytics through Movement Tracking. GLOBECOM (2021)
Tian Zhou, Hao He, Shengjun Pan, Niklas Karlsson, Bharatbhushan Shetty, Brendan Kitts, Djordje Gligorijevic, San Gultekin, Tingyu Mao, Junwei Pan, Jianlong Zhang, Aaron Flores
An Efficient Deep Distribution Network for Bid Shading in First-Price Auctions. CoRR (2021)
Tian Zhou, Lin Zhang
Detecting Human-Induced Changes in Powerline Signals: A Human Sensing System Design: Poster Abstract. IPSN (2021)
Tianhe Wang, Ying Han, Wenli Hua, Jingyi Tang, Jianping Huang, Tian Zhou, Zhongwei Huang, Jianrong Bi, Hailing Xie
Profiling Dust Mass Concentration in Northwest China Using a Joint Lidar and Sun-Photometer Setting. Remote. Sens. 13 (6) (2021)
Wei Deng, Junwei Pan, Tian Zhou, Deguang Kong, Aaron Flores, Guang Lin
DeepLight: Deep Lightweight Feature Interactions for Accelerating CTR Predictions in Ad Serving. WSDM (2021)
Guoyi Zhao, Tian Zhou, Lixin Gao
CM-GCN: A Distributed Framework for Graph Convolutional Networks using Cohesive Mini-batches. IEEE BigData (2021)
Tian Zhou, Yunyi Li, Guan Gui
Noise learning based discriminative dictionary learning algorithm for image classification. J. Frankl. Inst. 357 (4) (2020)
Djordje Gligorijevic, Tian Zhou, Bharatbhushan Shetty, Brendan Kitts, Shengjun Pan, Junwei Pan, Aaron Flores
Bid Shading in The Brave New World of First-Price Auctions. CIKM (2020)
Lu Tao, Yuanli Gu, Wenqi Lu, Xiaoping Rui, Tian Zhou, Ying Ding
An Attention-based Approach for Traffic Conditions Forecasting Considering Spatial-Temporal Features. ICITE (2020)
Bin Jiang, Qiang Ren, Fei Dai, Tian Zhou, Guan Gui
Parallel Multi-task Cascade Convolution Neural Network Optimization Algorithm for Real-time Dynamic Face Recognition. KSII Trans. Internet Inf. Syst. 14 (10) (2020)
Chuhao Wu, Jackie S. Cha, Jay Sulek, Tian Zhou, Chandru P. Sundaram, Juan P. Wachs, Denny Yu
Eye-Tracking Metrics Predict Perceived Workload in Robotic Surgical Skills Training. Hum. Factors 62 (8) (2020)
Li Liu, Peipei Yang, Tian Zhou, Yunyi Li, Wenmei Li, Guan Gui
Nonon-Convex Low-Rank Minimization for Sparse-View CT Reconstruction via Nonlocal-Group Dictionary Learning. DSA (2020)
Tian Zhou, Jackie S. Cha, Glebys T. Gonzalez, Juan P. Wachs, Chandru P. Sundaram, Denny Yu
Multimodal Physiological Signals for Workload Prediction in Robot-assisted Surgery. ACM Trans. Hum. Robot Interact. 9 (2) (2020)
Shengjun Pan, Brendan Kitts, Tian Zhou, Hao He, Bharatbhushan Shetty, Aaron Flores, Djordje Gligorijevic, Junwei Pan, Tingyu Mao, San Gultekin, Jianlong Zhang
Bid Shading by Win-Rate Estimation and Surplus Maximization. CoRR (2020)
Wei Deng, Junwei Pan, Tian Zhou, Aaron Flores, Guang Lin
DeepLight: Deep Lightweight Feature Interactions for Accelerating CTR Predictions in Ad Serving. CoRR (2020)
Djordje Gligorijevic, Tian Zhou, Bharatbhushan Shetty, Brendan Kitts, Shengjun Pan, Junwei Pan, Aaron Flores
Bid Shading in The Brave New World of First-Price Auctions. CoRR (2020)
Shiyan Wang, Xi Zeng, Tian Zhou, Huadong Wu
Image super resolution via nonlocal and second-order feature fusion network. J. Electronic Imaging 29 (2) (2020)
Tian Zhou, Yue Zhang, Xinlei Chen, Khalid M. Mosalam, Hae Young Noh, Pei Zhang, Lin Zhang
: a device-free indoor localization system utilizing building power-line network. UbiComp/ISWC Adjunct (2019)
Tian Zhou, Juan P. Wachs
Spiking Neural Networks for early prediction in human-robot collaboration. Int. J. Robotics Res. 38 (14) (2019)
Zhifang Liao, Le Gao, Tian Zhou, Xiaoping Fan, Yan Zhang, Jinsong Wu
An Oil Painters Recognition Method Based on Cluster Multiple Kernel Learning Algorithm. IEEE Access 7 (2019)
Ruijun Dang, Yi Yang, Hong Li, Xiao-Ming Hu, Zhiting Wang, Zhongwei Huang, Tian Zhou, Tiejun Zhang
Atmosphere Boundary Layer Height (ABLH) Determination under Multiple-Layer Conditions Using Micro-Pulse Lidar. Remote. Sens. 11 (3) (2019)
Tian Zhou, Jackie S. Cha, Glebys T. Gonzalez, Chandru P. Sundaram, Juan P. Wachs, Denny Yu
JISAP: Joint Inference for Surgeon Attributes Prediction during Robot-Assisted Surgery. IROS (2019)
Tian Zhou, Juan P. Wachs
Early Turn-Taking Prediction with Spiking Neural Networks for Human Robot Collaboration. ICRA (2018)
Tian Zhou, Jackie S. Cha, Glebys T. Gonzalez, Juan P. Wachs, Chandru Sundaram, Denny Yu
Joint Surgeon Attributes Estimation in Robot-Assisted Surgery. HRI (Companion) (2018)
Tian Zhou, Juan Pablo Wachs
Early prediction for physical human robot collaboration in the operating room. Auton. Robots 42 (5) (2018)
Ting Zhang, Tian Zhou, Bradley S. Duerstock, Juan P. Wachs
Image Exploration Procedure Classification with Spike-timing Neural Network for the Blind. ICPR (2018)
Ruijie Zhao, Liya Huang, Tian Zhou, Qing Wang, Yu Wang, Wentao Hua
Portable intelligent home service system based on SSVEP. ICCE (2018)
Zhongwei Huang, Jan-Bai Nee, Chih-Wei Chiang, Shuang Zhang, Hongchun Jin, Wencai Wang, Tian Zhou
Real-Time Observations of Dust-Cloud Interactions Based on Polarization and Raman Lidar Measurements. Remote. Sens. 10 (7) (2018)
Tian Zhou, Sujuan Yang, Lei Wang, Jiming Yao, Guan Gui
Improved Cross-Label Suppression Dictionary Learning for Face Recognition. IEEE Access 6 (2018)
Tian Zhou, Sujuan Yang, Jian Xiong, Jie Yang, Guan Gui
Improved Efficient Dictionary Learning with Cross-Label and Group Regularization. CSPS (3) (2018)
Tian Zhou, Juan P. Wachs
Spiking Neural Networks for Early Prediction in Human Robot Collaboration. CoRR (2018)
Sishi Huang, Jiawen Yin, Zhiqiang Sun, Saiwei Li, Tian Zhou
Characterization of Gas-Liquid Two-Phase Flow by Correlation Dimension of Vortex-Induced Pressure Fluctuation. IEEE Access 5 (2017)
Tian Zhou, Juan P. Wachs
Early Prediction for Physical Human Robot Collaboration in the Operating Room. CoRR (2017)
Tian Zhou, Juan P. Wachs
Needle in a haystack: Interactive surgical instrument recognition through perception and manipulation. Robotics Auton. Syst. 97 (2017)
Tian Zhou, Yue Zhang, Xinlei Chen, Pei Zhang, Lin Zhang
E-loc: indoor localization through building electric wiring: poster abstract. IPSN (2017)
Carlos A. Velasquez, Rashid Mazhar, Amer Chaikhouni, Tian Zhou, Juan P. Wachs
Taxonomy of Communications in the Operating Room. AHFE (6) (2017)
Tian Zhou, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen
Automatic segmentation of left ventricle in cardiac cine MRI images based on deep learning. Medical Imaging: Image Processing (2017)
Tian Zhou, Juan P. Wachs
Finding a Needle in a Haystack: Recognizing Surgical Instruments through Vision and Manipulation. IRIACV (2017)
Tian Zhou, Maria Eugenia Cabrera, Juan P. Wachs
Communication Modalities for Supervised Teleoperation in Highly Dexterous Tasks - Does one size fit all? CoRR (2017)
Antong Chen, Tian Zhou, Ilknur Icke, Sarayu Parimal, Belma Dogdas, Joseph Forbes, Smita Sampath, Ansuman Bagchi, Chih-Liang Chin
Transfer Learning for the Fully Automatic Segmentation of Left Ventricle Myocardium in Porcine Cardiac Cine MR Images. STACOM@MICCAI (2017)
Tian Zhou, Juan P. Wachs
Early Turn-taking Prediction with Spiking Neural Networks for Human Robot Collaboration. CoRR (2017)
Tian Zhou, Maria E. Cabrera, Juan P. Wachs, Thomas Low, Chandru Sundaram
A comparative study for telerobotic surgery using free hand gestures. J. Hum. Robot Interact. 5 (2) (2016)
Tian Zhou, Juan P. Wachs
Early Turn-Taking Prediction in the Operating Room. AAAI Fall Symposia (2016)
Tian Zhou, Preeti J. Pillai, Veera Ganesh Yalla
Hierarchical context-aware hand detection algorithm for naturalistic driving. ITSC (2016)
Sen Xu, Kung-Sik Chan, Tian Zhou, Jun Gao, Xianfeng Li, Xiaopeng Hua
A novel cluster ensemble approach effected by subspace similarity. Intell. Data Anal. 20 (3) (2016)
Tian Zhou, Maria Eugenia Cabrera, Juan P. Wachs
Touchless Telerobotic Surgery - Is It Possible at All? AAAI (2015)
Wen Xu, Tian Zhou, Huifang Chen
A New Approach for Time Reversal Communication over Doubly Spread Channels. WUWNet (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tian Zhou