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2020 – today
- 2025
[j67]Yue Geng, Tee Hiang Cheng, Kai Zhong, Kah Chan Teh, Qingqing Wu:
Joint Beamforming for CRB-Constrained IRS-Aided ISAC System via Product Manifold Methods. IEEE Trans. Wirel. Commun. 24(1): 691-705 (2025)- 2024
- [j66]Yue Geng
, Tee Hiang Cheng, Kai Zhong, Kah Chan Teh:
Unified Manifold Optimization for Double-IRS-Aided MIMO Communication. IEEE Commun. Lett. 28(7): 1713-1717 (2024) - [j65]Xin Cheng, Jinfeng Hu, Yuankai Wang, Xu Cheng, Kai Zhong, Huiyong Li, Jun Liu, Ren Wang:
Codesign of Constant Modulus Waveform and Receive Filters for Polarimetric Radar. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j64]Ziwei Zhao, Jinfeng Hu, Kai Zhong, Yongfeng Zuo, Huiyong Li, Bozhou Zhang:
MIMO Radar Waveform Design for Range-ISL Optimization via Iterative Deep Unfolding Network. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j63]Tong Wu, Kai Zhong, Xianzhong Zhang, Fangjie Li, Xinqi Li, Xiaojian Zhang, Zhaoai Yan, Degang Xu, Jianquan Yao:
Measurement Accuracy and Attitude Compensation of Rayleigh Lidar on an Airborne Floating Platform. Remote. Sens. 16(17): 3308 (2024) - [j62]Xin Cheng, Jinfeng Hu, Yuankai Wang, Kai Zhong, Huiyong Li, Gangyong Zhu:
Massive MIMO secure beamforming design via manifold optimization combined with momentum. Signal Process. 223: 109571 (2024) - [j61]Gangyong Zhu, Jinfeng Hu, Kai Zhong, Xin Cheng, Ziyun Song:
Sum-Path-Gain Maximization for IRS-Aided MIMO Communication System via Riemannian Gradient Descent Network. IEEE Signal Process. Lett. 31: 51-55 (2024) - [j60]Ye Yuan, Yuankai Wang, Kai Zhong, Jinfeng Hu, Dongxu An:
Unimodular Waveform Design for Dual-Function Radar-Communication Systems Under Per-User MUI Energy Constraint. IEEE Signal Process. Lett. 31: 1064-1068 (2024) - [j59]Kai Zhong, Jinfeng Hu, Ziwei Zhao, Xianxiang Yu, Guolong Cui, Bin Liao, Haotian Hu:
MIMO Radar Unimodular Waveform Design With Learned Complex Circle Manifold Network. IEEE Trans. Aerosp. Electron. Syst. 60(2): 1798-1807 (2024) - [j58]Yongkang Liu, Donghui Pan, Haifeng Zhang, Kai Zhong:
Degradation-Trend-Aware Deep Neural Network With Attention Mechanism for Bearing Remaining Useful Life Prediction. IEEE Trans. Artif. Intell. 5(6): 2997-3011 (2024) - [j57]Kai Zhong, Jinfeng Hu, Jun Liu, Dongxu An, Cunhua Pan, Kah Chan Teh, Xianxiang Yu, Huiyong Li:
P²C²M: Parallel Product Complex Circle Manifold for RIS-Aided ISAC Waveform Design. IEEE Trans. Cogn. Commun. Netw. 10(4): 1441-1451 (2024) - [j56]Dongxu An, Jinfeng Hu, Yongfeng Zuo, Kai Zhong, Xiangqing Xiao, Huiyong Li, Laichun Li:
Robust Transceiver Design for ISAC Systems via Product Complex Circle-Sphere Manifold Method. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [j55]Kai Zhong, Jiefei Yu, Song Zhu, Xiaoming Zhang:
A Unified Framework With Collaborative Reasoning Capacity for Nonuniform Industrial Processes Root Cause Identification. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [j54]Kai Zhong, Jiaming Zhang, Yingcheng Xu, Haifeng Zhang, Darong Huang, Shuiqing Xu:
Discriminant Analysis-Guided Alignment Network for Multimachine Fault Collaborative Learning and Diagnosis. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [j53]Xiao Ding, Haifeng Zhang, Chuang Ma, Xingyi Zhang, Kai Zhong:
User Identification Across Multiple Social Networks Based on Naive Bayes Model. IEEE Trans. Neural Networks Learn. Syst. 35(3): 4274-4285 (2024) - [j52]Kai Zhong, Zhibang Yang, Siyang Yu, Kenli Li:
Deep Reinforcement Learning-Based Multi-Layer Cascaded Resilient Recovery for Cyber-Physical Systems. IEEE Trans. Serv. Comput. 17(6): 3330-3344 (2024) - [c50]Kai Zhong, Zhenhua Zhu, Guohao Dai, Hongyi Wang, Xinhao Yang, Haoyu Zhang, Jin Si, Qiuli Mao, Shulin Zeng, Ke Hong, Genghan Zhang, Huazhong Yang, Yu Wang:
FEASTA: A Flexible and Efficient Accelerator for Sparse Tensor Algebra in Machine Learning. ASPLOS (3) 2024: 349-366 - [c49]Pengju Liu, Kai Zhong, Cuiping Li, Hong Chen:
Demonstrating PARS: A Decision Support System for Developing Vertical Partitioning Plans. CIKM 2024: 5249-5253 - [c48]Hongyi Wang, Kai Zhong, Haoyu Zhang, Shulin Zeng, Zhenhua Zhu, Xinhao Yang, Shuang Wang, Guohao Dai, Huazhong Yang, Yu Wang:
DySpMM: From Fix to Dynamic for Sparse Matrix-Matrix Multiplication Accelerators. DAC 2024: 96:1-96:6 - [c47]Weijie Xiong, Jingran Lin, Kai Zhong, Qiang Li, Jinfeng Hu:
Waveform Design for ISAC Systems Via the Riemannian Geometric Optimization Network. EUSIPCO 2024: 2047-2051 - [c46]Weijie Xiong, Yuhan Zhang, Jingran Lin, Kai Zhong, Jinfeng Hu:
Constant Modulus IRS-Assisted Secure Beamforming for Massive MIMO. ICC Workshops 2024: 183-188 - [c45]Kai Zhong, Luming Sun, Tao Ji, Cuiping Li, Hong Chen:
FOSS: A Self-Learned Doctor for Query Optimizer. ICDE 2024: 4329-4342 - [c44]Ye Yuan, Xin Tai, Kai Zhong, Yongfeng Zuo, Jinfeng Hu:
MIMO Radar Polyphase Waveform Design via Optimal Loss Function-Based Soft Quantization. IGARSS 2024: 529-533 - [c43]Zelin Yu, Yuankai Wang, Jun Liu, Xin Cheng, Jinfeng Hu, Kai Zhong, Huiyong Li:
Radar Resource Allocation for Tracking Target Capacity Maximization Via Manifold Optimization. IGARSS 2024: 6843-6846 - [c42]Xin Cheng, Yuankai Wang, Jun Liu, Kai Zhong, Zelin Yu, Jinfeng Hu:
Codesign of Unimodular Waveform and Power Allocation for Polarimetric Radar. IGARSS 2024: 10638-10641 - [i17]Can Jin, Hongwu Peng, Shiyu Zhao, Zhenting Wang, Wujiang Xu, Ligong Han, Jiahui Zhao, Kai Zhong, Sanguthevar Rajasekaran, Dimitris N. Metaxas:
APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking. CoRR abs/2406.14449 (2024) - 2023
- [j51]Kai Zhong, Jiayi Wang, Shuiqing Xu, Chao Cheng, Hongtian Chen:
Overview of fault prognosis for traction systems in high-speed trains: A deep learning perspective. Eng. Appl. Artif. Intell. 126: 106845 (2023) - [j50]Haotian Hu, Kai Zhong, Cunhua Pan, Xiangqing Xiao:
Ambiguity Function Shaping via Manifold Optimization Embedding With Momentum. IEEE Commun. Lett. 27(10): 2727-2731 (2023) - [j49]Weijie Xiong, Jinfeng Hu, Kai Zhong, Yibao Sun, Xiangqing Xiao, Gangyong Zhu:
MIMO Radar Transmit Waveform Design for Beampattern Matching via Complex Circle Optimization. Remote. Sens. 15(3): 633 (2023) - [j48]Xinqi Li, Kai Zhong, Xianzhong Zhang, Tong Wu, Yijian Zhang, Yu Wang, Shijie Li, Zhaoai Yan, Degang Xu, Jianquan Yao:
Uncertainty Evaluation on Temperature Detection of Middle Atmosphere by Rayleigh Lidar. Remote. Sens. 15(14): 3688 (2023) - [j47]Shijie Li, Tong Wu, Kai Zhong, Xianzhong Zhang, Yue Sun, Yijian Zhang, Yu Wang, Xinqi Li, Degang Xu, Jianquan Yao:
Gluing Atmospheric Lidar Signals Based on an Improved Gray Wolf Optimizer. Remote. Sens. 15(15): 3812 (2023) - [j46]Kai Zhong, Shulin Zeng, Wentao Hou, Guohao Dai, Zhenhua Zhu, Xuecang Zhang, Shihai Xiao, Huazhong Yang, Yu Wang:
CoGNN: An Algorithm-Hardware Co-Design Approach to Accelerate GNN Inference With Minibatch Sampling. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(12): 4883-4896 (2023) - [j45]Dongxu An, Jinfeng Hu, Kai Zhong, Yang Cong:
RIS Assisted Multiple User Interference Mitigation via an Accelerated Coordinate Descent Method. IEEE Trans. Cogn. Commun. Netw. 9(1): 159-169 (2023) - [j44]Haifeng Zhang, Xiao-Jing Ma, Jing Wang, Xingyi Zhang, Donghui Pan, Kai Zhong:
Privacy-Preserving Link Prediction in Multiple Private Networks. IEEE Trans. Comput. Soc. Syst. 10(2): 538-550 (2023) - [j43]Xian-Jie Zhang, Xiao Ding, Haifeng Zhang, Donghui Pan, Kai Zhong:
A Flexible Monitoring Framework via Dynamic-Multilayer Graph Convolution Network. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j42]Kai Zhong, Jinfeng Hu, Cunhua Pan:
Constant Modulus MIMO Radar Waveform Design via Iterative Optimization Network Method. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j41]Wen Hu, Xin Xia, Xiao Ding, Xingyi Zhang, Kai Zhong, Haifeng Zhang:
SMPC-Ranking: A Privacy-Preserving Method on Identifying Influential Nodes in Multiple Private Networks. IEEE Trans. Syst. Man Cybern. Syst. 53(5): 2971-2982 (2023) - [c41]Jianyi Zhang, Aashiq Muhamed, Aditya Anantharaman, Guoyin Wang, Changyou Chen, Kai Zhong, Qingjun Cui, Yi Xu, Belinda Zeng, Trishul Chilimbi, Yiran Chen:
ReAugKD: Retrieval-Augmented Knowledge Distillation For Pre-trained Language Models. ACL (2) 2023: 1128-1136 - [c40]Wentao Hou, Kai Zhong, Shulin Zeng, Guohao Dai, Huazhong Yang, Yu Wang:
NTGAT: A Graph Attention Network Accelerator with Runtime Node Tailoring. ASP-DAC 2023: 645-650 - [c39]Na Wei, Xinyi Dou, Kai Zhong:
GWO-KGC: A Novel Time Series Causal Analysis Scheme. SAFEPROCESS 2023: 1-6 - [c38]Xinhao Yang, Tianyu Fu, Guohao Dai, Shulin Zeng, Kai Zhong, Ke Hong, Yu Wang:
An Efficient Accelerator for Point-based and Voxel-based Point Cloud Neural Networks. DAC 2023: 1-6 - [c37]Yupin Huang, Jiri Gesi, Xinyu Hong, Kai Zhong, Han Cheng, Vivek Mittal, Qingjun Cui, Vamsi Salaka:
Behavior-driven Query Similarity Prediction based on Pre-trained Language Models for E-Commerce Search. eCom@SIGIR 2023 - [c36]Kai Zhong, Dongxu An, Ruoyu Jiang, Jinfeng Hu, Cunhua Pan:
RIS-Aided ISAC Waveform Design via Parallel Product Complex Circle Manifold. GLOBECOM 2023: 6499-6504 - [c35]Weijie Xiong, Jinfeng Hu, Kai Zhong:
Mimo Radar Transmit Beampattern Matching Via Manifold Optimization. ICASSP 2023: 1-5 - [c34]Ruoyu Jia, Kai Zhong, Jintao Huang, Xi Li, Ruifeng Li, Hua Luo, Zhongwei Li:
3D Positioning and Robot Assembly Method for Multi-plane Workpiece. RCAR 2023: 893-899 - [i16]Kai Zhong, Luming Sun, Tao Ji, Cuiping Li, Hong Chen:
FOSS: A Self-Learned Doctor for Query Optimizer. CoRR abs/2312.06357 (2023) - 2022
- [j40]Yang Cong, Xiangqing Xiao, Kai Zhong, Jinfeng Hu:
The phase only beamforming synthesis via an accelerated coordinate descent method. Digit. Signal Process. 128: 103624 (2022) - [j39]Kai Zhong, Jinfeng Hu, Cunhua Pan, Xianxiang Yu, Xinghe Li:
MIMO Radar Beampattern Design Based on Manifold Optimization Method. IEEE Commun. Lett. 26(5): 1086-1090 (2022) - [j38]Kai Zhong, Jinfeng Hu, Cunhua Pan, Dongxu An:
RIS-Aided Multiple User Interference Mitigation via Fast Successive Upper-Bound Minimization Method. IEEE Commun. Lett. 26(8): 1853-1857 (2022) - [j37]Hsiang-Fu Yu, Kai Zhong, Jiong Zhang, Wei-Cheng Chang, Inderjit S. Dhillon:
PECOS: Prediction for Enormous and Correlated Output Spaces. J. Mach. Learn. Res. 23: 98:1-98:32 (2022) - [j36]Yijian Zhang, Tong Wu, Xianzhong Zhang, Yue Sun, Yu Wang, Shijie Li, Xinqi Li, Kai Zhong, Zhaoai Yan, Degang Xu, Jianquan Yao:
Rayleigh Lidar Signal Denoising Method Combined with WT, EEMD and LOWESS to Improve Retrieval Accuracy. Remote. Sens. 14(14): 3270 (2022) - [j35]Jiying Chang, Jining Li, Kai Chen, Shuai Liu, Yuye Wang, Kai Zhong, Degang Xu, Jianquan Yao:
Dithered Depth Imaging for Single-Photon Lidar at Kilometer Distances. Remote. Sens. 14(21): 5304 (2022) - [j34]Jinfeng Hu, Weijian Zhang, Haoming Zhu, Kai Zhong, Weijie Xiong, Zhiyong Wei, Yuzhi Li:
Constant modulus waveform design for MIMO radar via manifold optimization. Signal Process. 190: 108322 (2022) - [j33]Kai Zhong, Xuefei Ning, Guohao Dai, Zhenhua Zhu, Tianchen Zhao, Shulin Zeng, Yu Wang, Huazhong Yang:
Exploring the Potential of Low-Bit Training of Convolutional Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(12): 5421-5434 (2022) - [j32]Xiaodong Na, Min Han, Weijie Ren, Kai Zhong:
Modified BBO-Based Multivariate Time-Series Prediction System With Feature Subset Selection and Model Parameter Optimization. IEEE Trans. Cybern. 52(4): 2163-2173 (2022) - [j31]Kai Zhong, ZhiBang Yang, Guoqing Xiao, Xingpei Li, Wangdong Yang, Kenli Li:
An Efficient Parallel Reinforcement Learning Approach to Cross-Layer Defense Mechanism in Industrial Control Systems. IEEE Trans. Parallel Distributed Syst. 33(11): 2979-2990 (2022) - [j30]Shulin Zeng, Guohao Dai, Hanbo Sun, Jun Liu, Shiyao Li, Guangjun Ge, Kai Zhong, Kaiyuan Guo, Yu Wang, Huazhong Yang:
A Unified FPGA Virtualization Framework for General-Purpose Deep Neural Networks in the Cloud. ACM Trans. Reconfigurable Technol. Syst. 15(3): 24:1-24:31 (2022) - [c33]Mian Guo, Kai Zhong, Xiaozhi Wang:
Doppler velocity-based algorithm for Clustering and Velocity Estimation of moving objects. CACRE 2022: 216-222 - [c32]Yu Zhu, Zhenhua Zhu, Guohao Dai, Kai Zhong, Huazhong Yang, Yu Wang:
Exploiting Parallelism with Vertex-Clustering in Processing-In-Memory-based GCN Accelerators. DATE 2022: 652-657 - [c31]Lang Wu, Ruoyu Jia, Kai Zhong, Zhongwei Li, Junyun Shang, Hua Luo:
A Robust and Accurate Post-Validation Voting Scheme for Ranking 3D Correspondences. ICCAI 2022: 618-624 - [c30]Xi Li, Lang Wu, Kai Zhong, Zhongwei Li:
Local Correspondence Clustering, Global Pose Verification: Efficient and Robust 3D Object Recognition. ICCDA 2022: 61-67 - [c29]Yang Cong, Jinfeng Hu, Kai Zhong, Jie Wu:
The phase-only null beamforming synthesis via manifold optimization. IGARSS 2022: 799-802 - [c28]Yaya Pei, Jinfeng Hu, Kai Zhong, Jie Wu:
MIMO Radar Waveform Optimization By Deep Learning Method. IGARSS 2022: 811-814 - [c27]Kai Zhong, Jinfeng Hu, Yang Cong, Jie Wu, Yaya Pei:
Constant Modulus Waveform Design for Integrated Sensing and Communication Systems. IGARSS 2022: 3736-3739 - [c26]Kai Zhong, Jinfeng Hu, Yaya Pei, Cunhua Pan:
DOL-net: a decoupled online learning network method for RIS-assisted ISAC waveform design. ISACom@MobiCom 2022: 61-66 - [c25]Yongkang Liu, Donghui Pan, Haifeng Zhang, Kai Zhong:
Remaining Useful Life Prediction of Bearing via a Double Attention-Based Deep Neural Network. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 533-539 - [c24]Philip A. Etter, Kai Zhong, Hsiang-Fu Yu, Lexing Ying, Inderjit S. Dhillon:
Enterprise-Scale Search: Accelerating Inference for Sparse Extreme Multi-Label Ranking Trees. WWW 2022: 452-461 - 2021
- [j29]Lang Wu, Kai Zhong, Zhongwei Li, Ming Zhou, Hongbin Hu, Congjun Wang, Yusheng Shi:
PPTFH: Robust Local Descriptor Based on Point-Pair Transformation Features for 3D Surface Matching. Sensors 21(9): 3229 (2021) - [j28]Xiaoyue Yang, Xinyu Qiao, Chao Cheng, Kai Zhong, Hongtian Chen:
A Tutorial on Hardware-Implemented Fault Injection and Online Fault Diagnosis for High-Speed Trains. Sensors 21(17): 5957 (2021) - [j27]Guyue Huang, Jingbo Hu, Yifan He, Jialong Liu, Mingyuan Ma, Zhaoyang Shen, Juejian Wu, Yuanfan Xu, Hengrui Zhang, Kai Zhong, Xuefei Ning, Yuzhe Ma, Haoyu Yang, Bei Yu, Huazhong Yang, Yu Wang:
Machine Learning for Electronic Design Automation: A Survey. ACM Trans. Design Autom. Electr. Syst. 26(5): 40:1-40:46 (2021) - [c23]Yanchun Cui, Kai Zhong, Ansheng Yin:
Trust Evaluation Algorithm based on Association Rule Extraction. CSP 2021: 50-54 - [c22]Collins Mathews, Kenny Ye, Jake Grozdanovski, Marcus Marinelli, Kai Zhong, Hourieh Khalajzadeh, Humphrey O. Obie, John Grundy:
AH-CID: A Tool to Automatically Detect Human-Centric Issues in App Reviews. ICSOFT 2021: 386-397 - [c21]Wei-Cheng Chang, Daniel L. Jiang, Hsiang-Fu Yu, Choon-Hui Teo, Jiong Zhang, Kai Zhong, Kedarnath Kolluri, Qie Hu, Nikhil Shandilya, Vyacheslav Ievgrafov, Japinder Singh, Inderjit S. Dhillon:
Extreme Multi-label Learning for Semantic Matching in Product Search. KDD 2021: 2643-2651 - [i15]Guyue Huang, Jingbo Hu, Yifan He, Jialong Liu, Mingyuan Ma, Zhaoyang Shen, Juejian Wu, Yuanfan Xu, Hengrui Zhang, Kai Zhong, Xuefei Ning, Yuzhe Ma, Haoyu Yang, Bei Yu, Huazhong Yang, Yu Wang:
Machine Learning for Electronic Design Automation: A Survey. CoRR abs/2102.03357 (2021) - [i14]Philip A. Etter, Kai Zhong, Hsiang-Fu Yu, Lexing Ying, Inderjit S. Dhillon:
Accelerating Inference for Sparse Extreme Multi-Label Ranking Trees. CoRR abs/2106.02697 (2021) - [i13]Nianhui Guo, Joseph Bethge, Haojin Yang, Kai Zhong, Xuefei Ning, Christoph Meinel, Yu Wang:
BoolNet: Minimizing The Energy Consumption of Binary Neural Networks. CoRR abs/2106.06991 (2021) - [i12]Wei-Cheng Chang, Daniel L. Jiang, Hsiang-Fu Yu, Choon-Hui Teo, Jiong Zhang, Kai Zhong, Kedarnath Kolluri, Qie Hu, Nikhil Shandilya, Vyacheslav Ievgrafov, Japinder Singh, Inderjit S. Dhillon:
Extreme Multi-label Learning for Semantic Matching in Product Search. CoRR abs/2106.12657 (2021) - [i11]Mian Guo, Kai Zhong, Xiaozhi Wang:
Doppler velocity-based algorithm for Clustering and Velocity Estimation of moving objects. CoRR abs/2112.12984 (2021) - 2020
- [j26]Fengfeng Zhang, Shi Zhang, Kai Zhong, Lingtao Yu, Li-ning Sun:
Design of Navigation System for Liver Surgery Guided by Augmented Reality. IEEE Access 8: 126687-126699 (2020) - [j25]Kai Zhong, Junzhu Ma, Min Han:
Online prediction of noisy time series: Dynamic adaptive sparse kernel recursive least squares from sparse and adaptive tracking perspective. Eng. Appl. Artif. Intell. 91: 103547 (2020) - [j24]Kai Zhong, Min Han, Bing Han:
Data-driven based fault prognosis for industrial systems: a concise overview. IEEE CAA J. Autom. Sinica 7(2): 330-345 (2020) - [j23]Kai Zhong, Xu Zhou, Liqian Zhou, ZhiBang Yang, Chubo Liu, Na Xiao:
An efficient parallel direction-based clustering algorithm. J. Parallel Distributed Comput. 145: 24-33 (2020) - [j22]Kai Zhong, Min Han, Tie Qiu, Bing Han, Yen-Wei Chen:
Distributed Dynamic Process Monitoring Based on Minimal Redundancy Maximal Relevance Variable Selection and Bayesian Inference. IEEE Trans. Control. Syst. Technol. 28(5): 2037-2044 (2020) - [j21]Kai Zhong, Min Han, Tie Qiu, Bing Han:
Fault Diagnosis of Complex Processes Using Sparse Kernel Local Fisher Discriminant Analysis. IEEE Trans. Neural Networks Learn. Syst. 31(5): 1581-1591 (2020) - [c20]Shulin Zeng, Guohao Dai, Hanbo Sun, Kai Zhong, Guangjun Ge, Kaiyuan Guo, Yu Wang, Huazhong Yang:
Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud. FCCM 2020: 102-110 - [c19]Shulin Zeng, Guohao Dai, Kai Zhong, Hanbo Sun, Guangjun Ge, Kaiyuan Guo, Yu Wang, Huazhong Yang:
Enable Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud. FPGA 2020: 317 - [c18]Wei-Cheng Chang, Hsiang-Fu Yu, Kai Zhong, Yiming Yang, Inderjit S. Dhillon:
Taming Pretrained Transformers for Extreme Multi-label Text Classification. KDD 2020: 3163-3171 - [i10]Shulin Zeng, Guohao Dai, Hanbo Sun, Kai Zhong, Guangjun Ge, Kaiyuan Guo, Yu Wang, Huazhong Yang:
Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud. CoRR abs/2003.12101 (2020) - [i9]Kai Zhong, Tianchen Zhao, Xuefei Ning, Shulin Zeng, Kaiyuan Guo, Yu Wang, Huazhong Yang:
Towards Lower Bit Multiplication for Convolutional Neural Network Training. CoRR abs/2006.02804 (2020) - [i8]Hsiang-Fu Yu, Kai Zhong, Inderjit S. Dhillon:
PECOS: Prediction for Enormous and Correlated Output Spaces. CoRR abs/2010.05878 (2020)
2010 – 2019
- 2019
- [j20]QingQing Wen, Xiaoming Zhang, Haiyang Tong, Hongyi Yang, Kai Zhong:
Fractional Order Anisotropy at 9.4 T. J. Medical Imaging Health Informatics 9(5): 904-910 (2019) - [j19]Xu Cheng, Xingjian Liu, Zhongwei Li, Kai Zhong, Liya Han, Wantao He, Wanbing Gan, Guoqing Xi, Congjun Wang, Yusheng Shi:
High-Accuracy Globally Consistent Surface Reconstruction Using Fringe Projection Profilometry. Sensors 19(3): 668 (2019) - [j18]Ran Chen, Zhongwei Li, Kai Zhong, Xingjian Liu, Yonghui Wu, Congjun Wang, Yusheng Shi:
A Stereo-Vision System for Measuring the Ram Speed of Steam Hammers in an Environment with a Large Field of View and Strong Vibrations. Sensors 19(5): 996 (2019) - [j17]Liya Han, Zhongwei Li, Kai Zhong, Xu Cheng, Hua Luo, Gang Liu, Junyun Shang, Congjun Wang, Yusheng Shi:
Vibration Detection and Motion Compensation for Multi-Frequency Phase-Shifting-Based 3D Sensors. Sensors 19(6): 1368 (2019) - [j16]Min Han, Kai Zhong, Tie Qiu, Bing Han:
Interval Type-2 Fuzzy Neural Networks for Chaotic Time Series Prediction: A Concise Overview. IEEE Trans. Cybern. 49(7): 2720-2731 (2019) - [c17]Kai Zhong, Zhao Song, Prateek Jain, Inderjit S. Dhillon:
Provable Non-linear Inductive Matrix Completion. NeurIPS 2019: 11435-11445 - [i7]Wei-Cheng Chang, Hsiang-Fu Yu, Kai Zhong, Yiming Yang, Inderjit S. Dhillon:
A Modular Deep Learning Approach for Extreme Multi-label Text Classification. CoRR abs/1905.02331 (2019) - 2018
- [j15]Kai Zhong, Guorui Feng, Liquan Shen, Jun Luo:
Deep learning for steganalysis based on filter diversity selection. Sci. China Inf. Sci. 61(12): 129105:1-129105:3 (2018) - [j14]Meifeng Liu, Guoyun Zhong, Yueshun He, Kai Zhong, Hongmao Chen, Mingliang Gao:
Fast HEVC Inter-Prediction Algorithm Based on Matching Block Features. Int. J. Mob. Comput. Multim. Commun. 9(1): 40-61 (2018) - [j13]Zhongwei Li, Xingjian Liu, Shifeng Wen, Piyao He, Kai Zhong, Qingsong Wei, Yusheng Shi, Sheng Liu:
In Situ 3D Monitoring of Geometric Signatures in the Powder-Bed-Fusion Additive Manufacturing Process via Vision Sensing Methods. Sensors 18(4): 1180 (2018) - [j12]Liya Han, Xu Cheng, Zhongwei Li, Kai Zhong, Yusheng Shi, Hao Jiang:
A Robot-Driven 3D Shape Measurement System for Automatic Quality Inspection of Thermal Objects on a Forging Production Line. Sensors 18(12): 4368 (2018) - [c16]Bowei Yan, Oluwasanmi Koyejo, Kai Zhong, Pradeep Ravikumar:
Binary Classification with Karmic, Threshold-Quasi-Concave Metrics. ICML 2018: 5527-5536 - [c15]Wei Ye, Meng Li, Kai Zhong, Bei Yu, David Z. Pan:
Power Grid Reduction by Sparse Convex Optimization. ISPD 2018: 60-67 - [c14]Ian En-Hsu Yen, Wei-Cheng Lee, Kai Zhong, Sung-En Chang, Pradeep Ravikumar, Shou-De Lin:
MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization. NeurIPS 2018: 10891-10899 - [i6]Kai Zhong, Zhao Song, Prateek Jain, Inderjit S. Dhillon:
Nonlinear Inductive Matrix Completion based on One-layer Neural Networks. CoRR abs/1805.10477 (2018) - [i5]Bowei Yan, Oluwasanmi Koyejo, Kai Zhong, Pradeep Ravikumar:
Binary Classification with Karmic, Threshold-Quasi-Concave Metrics. CoRR abs/1806.00640 (2018) - 2017
- [j11]Yingbai Xie, Kai Zhong:
Investigation on the Performances of Vuilleumier Cycle Heat Pump Adopting Mixture Refrigerants. Entropy 19(9): 446 (2017) - [j10]Kai Zhong, Qiqi Yang, Song Zhu:
New algebraic conditions for ISS of memristive neural networks with variable delays. Neural Comput. Appl. 28(8): 2089-2097 (2017) - [c13]Kai Zhong, Ruiqi Guo, Sanjiv Kumar, Bowei Yan, David Simcha, Inderjit S. Dhillon:
Fast Classification with Binary Prototypes. AISTATS 2017: 1255-1263 - [c12]Kai Zhong, Zhao Song, Prateek Jain, Peter L. Bartlett, Inderjit S. Dhillon:
Recovery Guarantees for One-hidden-layer Neural Networks. ICML 2017: 4140-4149 - [c11]Kai Zhong, Prateek Jain, Ashish Kapoor:
Fast second-order cone programming for safe mission planning. ICRA 2017: 79-86 - [i4]Kai Zhong, Zhao Song, Prateek Jain, Peter L. Bartlett, Inderjit S. Dhillon:
Recovery Guarantees for One-hidden-layer Neural Networks. CoRR abs/1706.03175 (2017) - [i3]Kai Zhong, Zhao Song, Inderjit S. Dhillon:
Learning Non-overlapping Convolutional Neural Networks with Multiple Kernels. CoRR abs/1711.03440 (2017) - 2016
- [j9]Kai Zhong, Song Zhu, Qiqi Yang:
Further results for global exponential stability of stochastic memristor-based neural networks with time-varying delays. Int. J. Syst. Sci. 47(15): 3573-3580 (2016) - [j8]Arnaud Vandaele, Nicolas Gillis, Qi Lei, Kai Zhong, Inderjit S. Dhillon:
Efficient and Non-Convex Coordinate Descent for Symmetric Nonnegative Matrix Factorization. IEEE Trans. Signal Process. 64(21): 5571-5584 (2016) - [c10]Meng Li, Jin Miao, Kai Zhong, David Z. Pan:
Practical public PUF enabled by solving max-flow problem on chip. DAC 2016: 164:1-164:6 - [c9]Ian En-Hsu Yen, Xiangru Huang, Pradeep Ravikumar, Kai Zhong, Inderjit S. Dhillon:
PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification. ICML 2016: 3069-3077 - [c8]Qi Lei, Kai Zhong, Inderjit S. Dhillon:
Coordinate-wise Power Method. NIPS 2016: 2056-2064 - [c7]Kai Zhong, Prateek Jain, Inderjit S. Dhillon:
Mixed Linear Regression with Multiple Components. NIPS 2016: 2190-2198 - [c6]Ian En-Hsu Yen, Xiangru Huang, Kai Zhong, Ruohan Zhang, Pradeep Ravikumar, Inderjit S. Dhillon:
Dual Decomposed Learning with Factorwise Oracle for Structural SVM of Large Output Domain. NIPS 2016: 5024-5032 - [i2]Kai Zhong, Prateek Jain, Ashish Kapoor:
Fast Second-order Cone Programming for Safe Mission Planning. CoRR abs/1609.05243 (2016) - 2015
- [c5]Kai Zhong, Prateek Jain, Inderjit S. Dhillon:
Efficient Matrix Sensing Using Rank-1 Gaussian Measurements. ALT 2015: 3-18 - [c4]Ian En-Hsu Yen, Xin Lin, Kai Zhong, Pradeep Ravikumar, Inderjit S. Dhillon:
A Convex Exemplar-based Approach to MAD-Bayes Dirichlet Process Mixture Models. ICML 2015: 2418-2426 - [c3]Ian En-Hsu Yen, Kai Zhong, Cho-Jui Hsieh, Pradeep Ravikumar, Inderjit S. Dhillon:
Sparse Linear Programming via Primal and Dual Augmented Coordinate Descent. NIPS 2015: 2368-2376 - [i1]Arnaud Vandaele, Nicolas Gillis, Qi Lei, Kai Zhong, Inderjit S. Dhillon:
Coordinate Descent Methods for Symmetric Nonnegative Matrix Factorization. CoRR abs/1509.01404 (2015) - 2014
- [j7]Song Zhu, Kai Zhong, Yi Shen:
Robustness analysis for parameter matrices of global exponential stability time varying delay systems. Appl. Math. Comput. 237: 386-395 (2014) - [j6]Song Zhu, Kai Zhong, Yufeng Zhang:
Robustness analysis for parameter matrices of global exponential stable stochastic time varying delay systems. Commun. Nonlinear Sci. Numer. Simul. 19(1): 128-138 (2014) - [j5]Yong Xu, Weiwei Luo, Kai Zhong, Song Zhu:
Mean square input-to-state stability of a general class of stochastic recurrent neural networks with Markovian switching. Neural Comput. Appl. 25(7-8): 1657-1663 (2014) - [j4]Weiwei Luo, Kai Zhong, Song Zhu, Yi Shen:
Further results on robustness analysis of global exponential stability of recurrent neural networks with time delays and random disturbances. Neural Networks 53: 127-133 (2014) - [c2]Kai Zhong, Zhongwei Li, Xiaohui Zhou, Guomin Zhan, Xingjian Liu, Yusheng Shi, Congjun Wang:
Real-time 3D shape measurement system with full temporal resolution and spatial resolution. Three-Dimensional Image Processing, Measurement (3DIPM), and Applications 2014: 901309 - [c1]Kai Zhong, Ian En-Hsu Yen, Inderjit S. Dhillon, Pradeep Ravikumar:
Proximal Quasi-Newton for Computationally Intensive L1-regularized M-estimators. NIPS 2014: 2375-2383 - 2011
- [j3]Kai Zhong, Thomas Ernst, Steven Buchthal, Oliver Speck, Lynn Anderson, Linda Chang:
Phase contrast imaging in neonates. NeuroImage 55(3): 1068-1072 (2011)
2000 – 2009
- 2008
- [j2]Kai Zhong, Jochen Leupold, Dominik von Elverfeldt, Oliver Speck:
The molecular basis for gray and white matter contrast in phase imaging. NeuroImage 40(4): 1561-1566 (2008) - 2007
- [j1]Jürgen Hennig, Kai Zhong, Oliver Speck:
MR-Encephalography: Fast multi-channel monitoring of brain physiology with magnetic resonance. NeuroImage 34(1): 212-219 (2007)
Coauthor Index
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