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Zhi Lu
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2020 – today
- 2025
- [j36]Shudong Wang, Zhi Lu, Haiyuan Gui, Xiao He, Shengzhe Zhao, Zixuan Fan, Yanxiang Zhang, Shanchen Pang:
DDQN-based online computation offloading and application caching for dynamic edge computing service management. Ad Hoc Networks 166: 103681 (2025) - 2024
- [j35]Zhi Lu, Jian Gao, Jin-Kao Hao, Pingle Yang, Lixin Zhou:
Learning driven three-phase search for the maximum independent union of cliques problem. Comput. Oper. Res. 164: 106549 (2024) - [j34]Xiaodong Zhu, Zhi Lu, Gang (henry) Wu, Hongli Tian:
How to acquire customer loyalty in online retailing industry? An empirical study from service recovery perspective. Electron. Commer. Res. Appl. 65: 101385 (2024) - [j33]Tianyi Zhu, Lina Liu, Yibo Sun, Zhi Lu, Yuanlong Zhang, Chao Xu, Jun Chen:
Semi-supervised noise-resilient anomaly detection with feature autoencoder. Knowl. Based Syst. 304: 112445 (2024) - [j32]Zhi Lu, Shiyin Qin, Pin Lv, Liguo Sun, Bo Tang:
Real-time continuous detection and recognition of dynamic hand gestures in untrimmed sequences based on end-to-end architecture with 3D DenseNet and LSTM. Multim. Tools Appl. 83(6): 16275-16312 (2024) - [j31]Lingbing Peng, Zhi Lu, Tao Lei, Ping Jiang:
Dual-Structure Elements Morphological Filtering and Local Z-Score Normalization for Infrared Small Target Detection against Heavy Clouds. Remote. Sens. 16(13): 2343 (2024) - [j30]Zhi Lu, Songfeng Lu, Xueming Tang, Junjun Wu:
Robust and Verifiable Privacy Federated Learning. IEEE Trans. Artif. Intell. 5(4): 1895-1908 (2024) - [j29]Zhi Lu, Songfeng Lu, Yongquan Cui, Xueming Tang, Junjun Wu:
Split Aggregation: Lightweight Privacy-Preserving Federated Learning Resistant to Byzantine Attacks. IEEE Trans. Inf. Forensics Secur. 19: 5575-5590 (2024) - [j28]Cong Yu, Dongheng Zhang, Zhi Wu, Chunyang Xie, Zhi Lu, Yang Hu, Yan Chen:
MobiRFPose: Portable RF-Based 3D Human Pose Camera. IEEE Trans. Multim. 26: 3715-3727 (2024) - [c28]Zhi Lu, Songfeng Lu, Yongquan Cui, Junjun Wu, Hewang Nie, Jue Xiao, Zepu Yi:
Lightweight Byzantine-Robust and Privacy-Preserving Federated Learning. Euro-Par (2) 2024: 274-287 - [c27]Hewang Nie, Songfeng Lu, Mu Wang, Jue Xiao, Zhi Lu, Zepu Yi:
VeriChroma: Ownership Verification for Federated Models via RGB Filters. Euro-Par (2) 2024: 332-345 - [c26]Haoyu Wang, Jinbo Chen, Dongheng Zhang, Zhi Lu, Changwei Wu, Yang Hu, Qibin Sun, Yan Chen:
Contactless Radar Heart Rate Variability Monitoring Via Deep Spatio-Temporal Modeling. ICASSP 2024: 111-115 - [c25]Jincheng Wu, Ruixu Geng, Yadong Li, Dongheng Zhang, Zhi Lu, Yang Hu, Yan Chen:
Diffradar: High-Quality Mmwave Radar Perception With Diffusion Probabilistic Model. ICASSP 2024: 8291-8295 - [c24]Zhi Wu, Dongheng Zhang, Zixin Shang, Yuqin Yuan, Hanqin Gong, Binquan Wang, Zhi Lu, Yadong Li, Yang Hu, Qibin Sun, Yan Chen:
Learning-Based Tracking-before-Detect for RF-Based Unconstrained Indoor Human Tracking. IJCAI 2024: 6098-6106 - [c23]Liang Fang, Ruiyuan Song, Zhi Lu, Dongheng Zhang, Yang Hu, Qibin Sun, Yan Chen:
PRISM: Pre-training RF Signals in Sparsity-aware Masked Autoencoders. INFOCOM 2024: 2109-2118 - [i8]Junming Li, Zhi Lu, Renfei Shen, Yuanqing Feng, Songfeng Lu:
Asynchronous Verifiable Secret Sharing with Elastic Thresholds and Distributed Key Generation. IACR Cryptol. ePrint Arch. 2024: 1463 (2024) - 2023
- [j27]Zhi Lu, Anna Martínez-Gavara, Jin-Kao Hao, Xiangjing Lai:
Solution-based tabu search for the capacitated dispersion problem. Expert Syst. Appl. 223: 119856 (2023) - [j26]Cong Yu, Dongheng Zhang, Zhi Wu, Zhi Lu, Chunyang Xie, Yang Hu, Yan Chen:
RFPose-OT: RF-based 3D human pose estimation via optimal transport theory. Frontiers Inf. Technol. Electron. Eng. 24(10): 1445-1457 (2023) - [j25]Cong Yu, Zhi Wu, Dongheng Zhang, Zhi Lu, Yang Hu, Yan Chen:
RFGAN: RF-Based Human Synthesis. IEEE Trans. Multim. 25: 2926-2938 (2023) - [j24]Zhi Lu, Yang Hu, Cong Yu, Yunchao Jiang, Yan Chen, Bing Zeng:
Personalized Fashion Recommendation With Discrete Content-Based Tensor Factorization. IEEE Trans. Multim. 25: 5053-5064 (2023) - [j23]Zhi Lu, Yang Hu, Cong Yu, Yan Chen, Bing Zeng:
Learning Fashion Compatibility With Context Conditioning Embedding. IEEE Trans. Multim. 25: 5516-5526 (2023) - [c22]Yong Luo, Zhi Lu, Xiaofei Yin, Songfeng Lu, Yiting Weng:
Application Research of Vertical Federated Learning Technology in Banking Risk Control Model Strategy. ISPA/BDCloud/SocialCom/SustainCom 2023: 545-552 - [c21]Cong Yu, Yu-Dong Zhang, Zhi Wu, Chunyang Xie, Zhi Lu, Yang Hu, Yan Chen:
Fast 3D Human Pose Estimation Using RF Signals. ICASSP 2023: 1-5 - [c20]Zhi Lu, Haochen Dou, Songfeng Lu, Xueming Tang, Junjun Wu, Samir Mohammed Umran:
A PUF Based Audio Fingerprint Based for Device Authentication and Tamper Location. ICDF2C (2) 2023: 63-78 - [i7]Cong Yu, Dongheng Zhang, Zhi Wu, Zhi Lu, Chunyang Xie, Yang Hu, Yan Chen:
RFPose-OT: RF-Based 3D Human Pose Estimation via Optimal Transport Theory. CoRR abs/2301.13013 (2023) - 2022
- [j22]Yuan Guo, Bijun Li, Zhi Lu, Jian Zhou:
A novel method for road network mining from floating car data. Geo spatial Inf. Sci. 25(2): 197-211 (2022) - [j21]Zhi Lu, Yi Zhou, Jin-Kao Hao:
A Hybrid Evolutionary Algorithm for the Clique Partitioning Problem. IEEE Trans. Cybern. 52(9): 9391-9403 (2022) - [j20]Ruixu Geng, Yang Hu, Zhi Lu, Cong Yu, Houqiang Li, Heng-Yu Zhang, Yan Chen:
Passive Non-Line-of-Sight Imaging Using Optimal Transport. IEEE Trans. Image Process. 31: 110-124 (2022) - [c19]Rahul Kale, Zhi Lu, Kar-Wai Fok, Vrizlynn L. L. Thing:
A Hybrid Deep Learning Anomaly Detection Framework for Intrusion Detection. BigDataSecurity/HPSC/IDS 2022: 137-142 - [c18]Zhi Lu, Vrizlynn L. L. Thing:
"How Does It Detect A Malicious App?" Explaining the Predictions of AI-based Malware Detector. BigDataSecurity/HPSC/IDS 2022: 194-199 - [c17]Zhi Lu, Yang Hu, Yang Chen, Bing Zeng:
Outlier Item Detection in Fashion Outfit. ICIAI 2022: 166-171 - [c16]Zhi Lu, Vrizlynn L. L. Thing:
PhilaeX: Explaining the Failure and Success of AI Models in Malware Detection. IoTBDS 2022: 37-46 - [c15]Cong Yu, Dongheng Zhang, Chunyang Xie, Zhi Lu, Yang Hu, Houqiang Li, Qibin Sun, Yan Chen:
WiFi-Based Human Pose Image Generation. MMSP 2022: 1-6 - [c14]Samir M. Umran, Songfeng Lu, Zaid Ameen Abduljabbar, Zhi Lu, Bingyan Feng, Lu Zheng:
Secure and Privacy-preserving Data-sharing Framework based on Blockchain Technology for Al-Najaf/Iraq Oil Refinery. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 2284-2292 - [i6]Zhi Lu, Vrizlynn L. L. Thing:
PhilaeX: Explaining the Failure and Success of AI Models in Malware Detection. CoRR abs/2207.00740 (2022) - [i5]Martin Kodys, Zhi Lu, Kar-Wai Fok, Vrizlynn L. L. Thing:
Intrusion Detection in Internet of Things using Convolutional Neural Networks. CoRR abs/2211.10062 (2022) - [i4]Rahul Kale, Zhi Lu, Kar-Wai Fok, Vrizlynn L. L. Thing:
A Hybrid Deep Learning Anomaly Detection Framework for Intrusion Detection. CoRR abs/2212.00966 (2022) - 2021
- [j19]Zhi Lu, Jin-Kao Hao, Una Benlic, David Lesaint:
Iterated multilevel simulated annealing for large-scale graph conductance minimization. Inf. Sci. 572: 182-199 (2021) - [j18]Chuanrong Wu, Ning Tan, Zhi Lu, Xiaoming Yang, Mark E. McMurtrey:
Strategies of Knowledge Pricing and the Impact on Firms' New Product Development Performance. KSII Trans. Internet Inf. Syst. 15(8): 3068-3085 (2021) - [j17]Lianwei Li, Shiyin Qin, Zhi Lu, Dinghao Zhang, Kuanhong Xu, Zhongying Hu:
Real-time one-shot learning gesture recognition based on lightweight 3D Inception-ResNet with separable convolutions. Pattern Anal. Appl. 24(3): 1173-1192 (2021) - [c13]Zhi Lu, Yang Hu, Yan Chen, Bing Zeng:
Personalized Outfit Recommendation With Learnable Anchors. CVPR 2021: 12722-12731 - [c12]Martin Kodys, Zhi Lu, Fok Kar Wai, Vrizlynn L. L. Thing:
Intrusion Detection in Internet of Things using Convolutional Neural Networks. PST 2021: 1-10 - [i3]Zhi Lu, Vrizlynn L. L. Thing:
"How Does It Detect A Malicious App?" Explaining the Predictions of AI-based Android Malware Detector. CoRR abs/2111.05108 (2021) - [i2]Cong Yu, Zhi Wu, Dongheng Zhang, Zhi Lu, Yang Hu, Yan Chen:
RFGAN: RF-Based Human Synthesis. CoRR abs/2112.03727 (2021) - 2020
- [j16]Gustavo Carneiro, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Vasileios Belagiannis, Jacinto C. Nascimento, Zhi Lu:
Special issue: 4th MICCAI workshop on deep learning in medical image analysis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 8(5): 501 (2020) - [j15]Zhi Lu, Jin-Kao Hao, Qinghua Wu:
A hybrid evolutionary algorithm for finding low conductance of large graphs. Future Gener. Comput. Syst. 106: 105-120 (2020) - [j14]Lianwei Li, Shiyin Qin, Zhi Lu, Kuanhong Xu, Zhongying Hu:
One-shot learning gesture recognition based on joint training of 3D ResNet and memory module. Multim. Tools Appl. 79(9-10): 6727-6757 (2020)
2010 – 2019
- 2019
- [j13]Zhi Lu, Shiyin Qin, Lianwei Li, Dinghao Zhang, Kuanhong Xu, Zhongying Hu:
One-Shot Learning Hand Gesture Recognition Based on Lightweight 3D Convolutional Neural Networks for Portable Applications on Mobile Systems. IEEE Access 7: 131732-131748 (2019) - [j12]Gustavo Carneiro, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Jacinto C. Nascimento, Jaime S. Cardoso, Zhi Lu, Vasileios Belagiannis:
Editorial. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 7(3): 241 (2019) - [j11]Zhi Lu, Jin-Kao Hao, Yi Zhou:
Stagnation-aware breakout tabu search for the minimum conductance graph partitioning problem. Comput. Oper. Res. 111: 43-57 (2019) - [j10]Zhi Lu, Shiyin Qin, Xiaojie Li, Lianwei Li, Dinghao Zhang:
One-shot learning hand gesture recognition based on modified 3d convolutional neural networks. Mach. Vis. Appl. 30(7-8): 1157-1180 (2019) - [c11]Zhi Lu, Yang Hu, Yunchao Jiang, Yan Chen, Bing Zeng:
Learning Binary Code for Personalized Fashion Recommendation. CVPR 2019: 10562-10570 - 2018
- [j9]Gustavo Carneiro, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Jacinto C. Nascimento, Jaime S. Cardoso, Zhi Lu, Vasileios Belagiannis:
1st MICCAI workshop on deep learning in medical image analysis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6(3): 241-242 (2018) - [c10]Zhi Lu, Zhongfeng Wang, Yi Lu, Mingzhe Yuan:
An Architecture of System of Systems (SoS) for Commercial Flight Security in 5G OGCE. ICSAI 2018: 288-293 - [e3]Danail Stoyanov, Zeike Taylor, Gustavo Carneiro, Tanveer F. Syeda-Mahmood, Anne L. Martel, Lena Maier-Hein, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Vasileios Belagiannis, Jacinto C. Nascimento, Zhi Lu, Sailesh Conjeti, Mehdi Moradi, Hayit Greenspan, Anant Madabhushi:
Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support - 4th International Workshop, DLMIA 2018, and 8th International Workshop, ML-CDS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings. Lecture Notes in Computer Science 11045, Springer 2018, ISBN 978-3-030-00888-8 [contents] - 2017
- [j8]Tuan Anh Ngo, Zhi Lu, Gustavo Carneiro:
Combining deep learning and level set for the automated segmentation of the left ventricle of the heart from cardiac cine magnetic resonance. Medical Image Anal. 35: 159-171 (2017) - [j7]Zhi Lu, Gustavo Carneiro, Andrew P. Bradley, Daniela Ushizima, Masoud S. Nosrati, Andrea G. C. Bianchi, Cláudia M. Carneiro, Ghassan Hamarneh:
Evaluation of Three Algorithms for the Segmentation of Overlapping Cervical Cells. IEEE J. Biomed. Health Informatics 21(2): 441-450 (2017) - [c9]Zhi Lu, Yi Lu, Mingzhe Yuan, Zhongfeng Wang:
A heterogeneous large-scale parallel SCADA/DCS architecture in 5G OGCE. CISP-BMEI 2017: 1-7 - [c8]Zhi Lu, Yang Hu, Bing Zeng:
Sampling for Approximate Maximum Search in Factorized Tensor. IJCAI 2017: 2400-2406 - [e2]M. Jorge Cardoso, Tal Arbel, Gustavo Carneiro, Tanveer F. Syeda-Mahmood, João Manuel R. S. Tavares, Mehdi Moradi, Andrew P. Bradley, Hayit Greenspan, João Paulo Papa, Anant Madabhushi, Jacinto C. Nascimento, Jaime S. Cardoso, Vasileios Belagiannis, Zhi Lu:
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Third International Workshop, DLMIA 2017, and 7th International Workshop, ML-CDS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings. Lecture Notes in Computer Science 10553, Springer 2017, ISBN 978-3-319-67557-2 [contents] - 2016
- [e1]Gustavo Carneiro, Diana Mateus, Loïc Peter, Andrew P. Bradley, João Manuel R. S. Tavares, Vasileios Belagiannis, João Paulo Papa, Jacinto C. Nascimento, Marco Loog, Zhi Lu, Jaime S. Cardoso, Julien Cornebise:
Deep Learning and Data Labeling for Medical Applications - First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings. Lecture Notes in Computer Science 10008, 2016, ISBN 978-3-319-46975-1 [contents] - [i1]Zhi Lu, Gustavo Carneiro, Neeraj Dhungel, Andrew P. Bradley:
Automated Detection of Individual Micro-calcifications from Mammograms using a Multi-stage Cascade Approach. CoRR abs/1610.02251 (2016) - 2015
- [j6]Xiaoyun Sui, Yongxia Chen, Zhi Lu, Yifeng Chen:
A bibliometric analysis of research papers related to the Mekong River. Scientometrics 105(1): 419-434 (2015) - [j5]Zhi Lu, Gustavo Carneiro, Andrew P. Bradley:
An Improved Joint Optimization of Multiple Level Set Functions for the Segmentation of Overlapping Cervical Cells. IEEE Trans. Image Process. 24(4): 1261-1272 (2015) - 2014
- [j4]Kuan Li, Xiangfei Kong, Zhi Lu, Liu Wenyin, Jianping Yin:
Boosting weighted ELM for imbalanced learning. Neurocomputing 128: 15-21 (2014) - [c7]Shuyan Jiang, Jie Peng, Zhi Lu, Junjie Jiao, Shanshan Jiang:
802.11ad Key Performance Analysis and Its Application in Home Wireless Entertainment. CSE 2014: 1595-1598 - 2013
- [c6]Zhi Lu, Gustavo Carneiro, Andrew P. Bradley:
Automated Nucleus and Cytoplasm Segmentation of Overlapping Cervical Cells. MICCAI (1) 2013: 452-460 - 2012
- [j3]Kuan Li, Zhi Lu, Wenyin Liu, Jianping Yin:
Cytoplasm and nucleus segmentation in cervical smear images using Radiating GVF Snake. Pattern Recognit. 45(4): 1255-1264 (2012) - [c5]Kuan Li, Jianping Yin, Zhi Lu, Xiangfei Kong, Rui Zhang, Wenyin Liu:
Multiclass boosting SVM using different texture features in HEp-2 cell staining pattern classification. ICPR 2012: 170-173 - 2011
- [j2]Xingliang Ni, Xiaojun Quan, Zhi Lu, Liu Wenyin, Bei Hua:
Short text clustering by finding core terms. Knowl. Inf. Syst. 27(3): 345-365 (2011) - 2010
- [j1]Xiaojun Quan, Gang Liu, Zhi Lu, Xingliang Ni, Liu Wenyin:
Short text similarity based on probabilistic topics. Knowl. Inf. Syst. 25(3): 473-491 (2010) - [c4]Gang Liu, Zhi Lu, Tianyong Hao, Liu Wenyin:
Automatic Text Annotation for Questions. WEBIST (1) 2010: 227-236 - [c3]Gang Liu, Zhi Lu, Tianyong Hao, Wenyin Liu:
Automatic Short Text Annotation for Question Answering System. WEBIST (Selected Papers) 2010: 245-258
2000 – 2009
- 2009
- [c2]Xingliang Ni, Zhi Lu, Xiaojun Quan, Wenyin Liu, Bei Hua:
Short Text Clustering for Search Results. APWeb/WAIM 2009: 584-589 - 2008
- [c1]Tianyong Hao, Zhi Lu, Shitong Wang, Tiansong Zou, Shenhua Gu, Liu Wenyin:
Categorizing and ranking search engine's results by semantic similarity. ICUIMC 2008: 284-288
Coauthor Index
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