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ORCIDJianyu Wang
JianYu Wang – Jian-Yu Wang
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2020 – today
- 2022
[j58]Wei Liang
, Jianyu Wang, Zhan Deng:
HFGLDS: Hesitant Fuzzy Gained and Lost Dominance Score Method Based on Hesitant Fuzzy Utility Function for Multi-Criteria Decision Making. IEEE Access 10: 20407-20419 (2022)- [j57]Zhan Deng, Jianyu Wang:
New distance measure for Fermatean fuzzy sets and its application. Int. J. Intell. Syst. 37(3): 1903-1930 (2022) - [j56]Wei Liu, Jianyu Wang:
Recursive elimination current algorithms and a distributed computing scheme to accelerate wrapper feature selection. Inf. Sci. 589: 636-654 (2022) - [j55]Jianyu Wang, Wenchi Cheng, Weizheng Zhang, Wei Zhang, Hailin Zhang:
Multi-Frequency Access for Magnetic Induction-Based SWIPT. IEEE J. Sel. Areas Commun. 40(5): 1679-1691 (2022) - [j54]Guoliang Tang, Zi Wang, Shijie Liu, Chunlai Li, Jianyu Wang:
Real-Time Hyperspectral Video Acquisition with Coded Slits. Sensors 22(3): 822 (2022) - [j53]Yan Xu, Chunlai Li, Shijie Liu, Guoliang Tang, Jianan Xie, Jianyu Wang:
A Snapshot Imaging Spectrometer Based on Uniformly Distributed-Slit Array (UDA). Sensors 22(9): 3206 (2022) - [j52]Zhongxin Bai, Jianyu Wang, Xiao-Lei Zhang, Jingdong Chen:
End-to-End Speaker Verification via Curriculum Bipartite Ranking Weighted Binary Cross-Entropy. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1330-1344 (2022) - [j51]Zhe Li, Xiangbo Xu, Miaoxin Ji, Jianyu Wang, Jiasheng Wang:
Pedestrian Positioning Based on Dual Inertial Sensors and Foot Geometric Constraints. IEEE Trans. Ind. Electron. 69(6): 6401-6409 (2022) - [j50]Jianguo Miao, Jianyu Wang, Dingcheng Zhang, Qiang Miao:
Improved Generative Adversarial Network for Rotating Component Fault Diagnosis in Scenarios With Extremely Limited Data. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - [j49]Xiaoxi Zhang, Jianyu Wang, Li-Feng Lee, Tom Yang, Akansha Kalra, Gauri Joshi, Carlee Joe-Wong:
Machine Learning on Volatile Instances: Convergence, Runtime, and Cost Tradeoffs. IEEE/ACM Trans. Netw. 30(1): 215-228 (2022) - [j48]Jie Zhong, Yujie Zhang, Jianyu Wang, Chong Luo, Qiang Miao:
Unmanned Aerial Vehicle Flight Data Anomaly Detection and Recovery Prediction Based on Spatio-Temporal Correlation. IEEE Trans. Reliab. 71(1): 457-468 (2022) - [c60]Yae Jee Cho, Jianyu Wang, Gauri Joshi:
Towards Understanding Biased Client Selection in Federated Learning. AISTATS 2022: 10351-10375 - [c59]Jianyu Wang, Jianli Pan:
MBM-IoT: Intelligent Multi-Baseline Modeling of Heterogeneous Device Behaviors against IoT Botnet. CCNC 2022: 711-712 - [c58]Yanzi Kong, Feng Zhu, Haibo Sun, Zhiyuan Lin, Qun Wang, Jianyu Wang:
A View Planning Method for 3D Reconstruction with Unknown Feature Prediction. ICMRE 2022: 182-187 - [i43]Jianyu Wang, Hang Qi, Ankit Singh Rawat, Sashank J. Reddi, Sagar Waghmare, Felix X. Yu, Gauri Joshi:
FedLite: A Scalable Approach for Federated Learning on Resource-constrained Clients. CoRR abs/2201.11865 (2022) - [i42]Mingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, Yihan Wang, Han Guo, Tianmin Shu, Meng Song, Eric P. Xing, Zhiting Hu:
RLPrompt: Optimizing Discrete Text Prompts With Reinforcement Learning. CoRR abs/2205.12548 (2022) - [i41]Ellango Jothimurugesan, Kevin Hsieh, Jianyu Wang, Gauri Joshi, Phillip B. Gibbons:
Federated Learning under Distributed Concept Drift. CoRR abs/2206.00799 (2022) - [i40]Jianyu Wang, Rudrajit Das, Gauri Joshi, Satyen Kale, Zheng Xu, Tong Zhang:
On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous Data. CoRR abs/2206.04723 (2022) - 2021
- [j47]Tianzheng Xiao, Huapu Lu, Zhi-yuan Sun, Jianyu Wang:
Trip Generation Prediction Based on the Convolutional Neural Network-Multidimensional Long-Short Term Memory Neural Network Model at Grid Cell Scale. IEEE Access 9: 79051-79059 (2021) - [j46]Wei Liu, Jianyu Wang:
Recursive elimination-election algorithms for wrapper feature selection. Appl. Soft Comput. 113(Part): 107956 (2021) - [j45]Jianli Pan, Jianyu Wang, Ismail AlQerm, Yuanni Liu, Zhicheng Yang:
ORCA: Enabling an Owner-Centric and Data-Driven Management Paradigm for Future Heterogeneous Edge-IoT Systems. IEEE Commun. Mag. 59(3): 45-51 (2021) - [j44]Zhan Deng, Jianyu Wang:
A new evidential similarity measurement based on Tanimoto measure and its application in multi-sensor data fusion. Eng. Appl. Artif. Intell. 104: 104380 (2021) - [j43]Haibo Sun, Feng Zhu, Yanzi Kong, Jianyu Wang, Pengfei Zhao:
Continuous Viewpoint Planning in Conjunction with Dynamic Exploration for Active Object Recognition. Entropy 23(12): 1702 (2021) - [j42]Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Hubert Eichner, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Hang Qi, Daniel Ramage, Ramesh Raskar, Mariana Raykova, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao:
Advances and Open Problems in Federated Learning. Found. Trends Mach. Learn. 14(1-2): 1-210 (2021) - [j41]Zhan Deng, Jianyu Wang:
Measuring total uncertainty in evidence theory. Int. J. Intell. Syst. 36(4): 1721-1745 (2021) - [j40]Zhan Deng, Jianyu Wang:
Evidential Fermatean fuzzy multicriteria decision-making based on Fermatean fuzzy entropy. Int. J. Intell. Syst. 36(10): 5866-5886 (2021) - [j39]Hongyu Song, Nafei Zhu, Ruixin Xue, Jingsha He, Kun Zhang, Jianyu Wang:
Proof-of-Contribution consensus mechanism for blockchain and its application in intellectual property protection. Inf. Process. Manag. 58(3): 102507 (2021) - [j38]Haibo Sun, Feng Zhu, Yingming Hao, Shuangfei Fu, Yanzi Kong, Chenglong Xu, Jianyu Wang:
Unified Optimization for Multiple Active Object Recognition Tasks with Feature Decision Tree. J. Intell. Robotic Syst. 103(2): 31 (2021) - [j37]Jianyu Wang, Gauri Joshi:
Cooperative SGD: A Unified Framework for the Design and Analysis of Local-Update SGD Algorithms. J. Mach. Learn. Res. 22: 213:1-213:50 (2021) - [j36]Sanghamitra Dutta, Jianyu Wang, Gauri Joshi:
Slow and Stale Gradients Can Win the Race. IEEE J. Sel. Areas Inf. Theory 2(3): 1012-1024 (2021) - [j35]Jianyu Wang, Shanzheng Guan, Shupei Liu, Xiao-Lei Zhang:
Minimum-Volume Multichannel Nonnegative Matrix Factorization for Blind Audio Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. 29: 3089-3103 (2021) - [j34]Jianguo Miao, Jianyu Wang, Qiang Miao:
An Enhanced Multifeature Fusion Method for Rotating Component Fault Diagnosis in Different Working Conditions. IEEE Trans. Reliab. 70(4): 1611-1620 (2021) - [j33]Jianyu Wang, Qinghua Liu, Hao Liang, Gauri Joshi, H. Vincent Poor:
A Novel Framework for the Analysis and Design of Heterogeneous Federated Learning. IEEE Trans. Signal Process. 69: 5234-5249 (2021) - [c57]Jianyu Wang, Shanzheng Guan, Xiao-Lei Zhang:
Minimum-volume regularized ILRMA for blind audio source separation. APSIPA ASC 2021: 630-634 - [c56]Shanzheng Guan, Shupei Liu, Junqi Chen, Wenbo Zhu, Shengqiang Li, Xu Tan, Ziye Yang, Menglong Xu, Yijiang Chen, Chengdong Liang, Jianyu Wang, Xiao-Lei Zhang:
Libri-adhoc40: A dataset collected from synchronized ad-hoc microphone arrays. APSIPA ASC 2021: 1116-1120 - [c55]Jianyu Wang, Wenchi Cheng, Hailin Zhang:
Optimal Current Control for MISO-OFDM Based Through-the-Earth Communications with Magnetic Induction. ICCC 2021: 133-138 - [c54]Jianyu Wang, Jianli Pan, Ismail AlQerm, Yuanni Liu:
Def-IDS: An Ensemble Defense Mechanism Against Adversarial Attacks for Deep Learning-based Network Intrusion Detection. ICCCN 2021: 1-9 - [i39]Jianyu Wang, Shanzheng Guan, Xiao-Lei Zhang:
Minimum-volume Multichannel Nonnegative matrix factorization for blind source separation. CoRR abs/2101.06398 (2021) - [i38]Jianli Pan, Jianyu Wang, Ismail AlQerm, Yuanni Liu, Zhicheng Yang:
ORCA: Enabling an Owner-centric and Data-driven Management Paradigm for Future Heterogeneous Edge-IoT Systems. CoRR abs/2102.03640 (2021) - [i37]Jianyu Wang, Xiao-Lei Zhang:
Deep NMF Topic Modeling. CoRR abs/2102.12998 (2021) - [i36]Ismail AlQerm, Jianyu Wang, Jianli Pan, Yuanni Liu:
BEHAVE: Behavior-Aware, Intelligent and Fair Resource Management for Heterogeneous Edge-IoT Systems. CoRR abs/2103.11043 (2021) - [i35]Jianyu Wang, Zheng Xu, Zachary Garrett, Zachary Charles, Luyang Liu, Gauri Joshi:
Local Adaptivity in Federated Learning: Convergence and Consistency. CoRR abs/2106.02305 (2021) - [i34]Jianyu Wang, Bing-Kun Bao, Changsheng Xu:
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering. CoRR abs/2107.04768 (2021) - [i33]Jianyu Wang, Zachary Charles, Zheng Xu, Gauri Joshi, H. Brendan McMahan, Blaise Agüera y Arcas, Maruan Al-Shedivat, Galen Andrew, Salman Avestimehr, Katharine Daly, Deepesh Data, Suhas N. Diggavi, Hubert Eichner, Advait Gadhikar, Zachary Garrett, Antonious M. Girgis, Filip Hanzely, Andrew Hard, Chaoyang He, Samuel Horváth, Zhouyuan Huo, Alex Ingerman, Martin Jaggi, Tara Javidi, Peter Kairouz, Satyen Kale, Sai Praneeth Karimireddy, Jakub Konecný, Sanmi Koyejo, Tian Li, Luyang Liu, Mehryar Mohri, Hang Qi, Sashank J. Reddi, Peter Richtárik, Karan Singhal, Virginia Smith, Mahdi Soltanolkotabi, Weikang Song, Ananda Theertha Suresh, Sebastian U. Stich, Ameet Talwalkar, Hongyi Wang, Blake E. Woodworth, Shanshan Wu, Felix X. Yu, Honglin Yuan, Manzil Zaheer, Mi Zhang, Tong Zhang, Chunxiang Zheng, Chen Zhu, Wennan Zhu:
A Field Guide to Federated Optimization. CoRR abs/2107.06917 (2021) - [i32]Yae Jee Cho, Jianyu Wang, Tarun Chiruvolu, Gauri Joshi:
Personalized Federated Learning for Heterogeneous Clients with Clustered Knowledge Transfer. CoRR abs/2109.08119 (2021) - 2020
- [j32]Zhan Deng, Jianyu Wang:
Multi-Sensor Data Fusion Based on Improved Analytic Hierarchy Process. IEEE Access 8: 9875-9895 (2020) - [j31]Jinpeng Wang, Jigao Yu, Pengchuan Sun, Chao Li, Xiaoming Song, Tianyu Lei, Yuxian Li, Jiaqing Yuan, Sangrong Sun, Hongling Ding, Xueqian Duan, Shaoqi Shen, Yanshuang Shen, Jing Li, Fanbo Meng, Yangqin Xie, Jianyu Wang, Yue Hou, Jin Zhang, Xianchun Zhang, Xiuqing Li, Andrew H. Paterson, Xiyin Wang:
Paleo-polyploidization in Lycophytes. Genom. Proteom. Bioinform. 18(3): 333-340 (2020) - [j30]Jianyu Wang, Jianguo Miao, Jinglin Wang, Fangfang Yang, Kwok-Leung Tsui, Qiang Miao:
Fault diagnosis of electrohydraulic actuator based on multiple source signals: An experimental investigation. Neurocomputing 417: 224-238 (2020) - [j29]Jianyu Wang, Wenchi Cheng, Hailin Zhang:
Caching and D2D assisted wireless emergency communications networks with statistical QoS provisioning. J. Commun. Inf. Networks 5(3): 282-293 (2020) - [j28]Zhan Deng, Jianyu Wang:
A novel decision probability transformation method based on belief interval. Knowl. Based Syst. 208: 106427 (2020) - [j27]Honglan Shao, Chengyu Liu, Feng Xie, Chunlai Li, Jianyu Wang:
Noise-sensitivity Analysis and Improvement of Automatic Retrieval of Temperature and Emissivity Using Spectral Smoothness. Remote. Sens. 12(14): 2295 (2020) - [j26]Zhan Deng, Jianyu Wang:
A Novel Evidence Conflict Measurement for Multi-Sensor Data Fusion Based on the Evidence Distance and Evidence Angle. Sensors 20(2): 381 (2020) - [j25]Honglan Shao, Chengyu Liu, Chunlai Li, Jianyu Wang, Feng Xie:
Temperature and Emissivity Inversion Accuracy of Spectral Parameter Changes and Noise of Hyperspectral Thermal Infrared Imaging Spectrometers. Sensors 20(7): 2109 (2020) - [j24]Chengyu Liu, Rui Xu, Feng Xie, Jian Jin, Liyin Yuan, Gang Lv, Yueming Wang, Chunlai Li, Jianyu Wang:
New Airborne Thermal-Infrared Hyperspectral Imager System: Initial Validation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 4149-4165 (2020) - [j23]Zhenling Mo, Jianyu Wang, Heng Zhang, Qiang Miao:
Weighted Cyclic Harmonic-to-Noise Ratio for Rolling Element Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 69(2): 432-442 (2020) - [j22]Heng Zhang, Zhenling Mo, Jianyu Wang, Qiang Miao:
Nonlinear-Drifted Fractional Brownian Motion With Multiple Hidden State Variables for Remaining Useful Life Prediction of Lithium-Ion Batteries. IEEE Trans. Reliab. 69(2): 768-780 (2020) - [c53]Jianyu Wang, Anit Kumar Sahu, Gauri Joshi, Soummya Kar:
Exploring the Error-Runtime Trade-off in Decentralized Optimization. ACSSC 2020: 910-914 - [c52]Yantao Lu, Yunhan Jia, Jianyu Wang, Bai Li, Weiheng Chai, Lawrence Carin, Senem Velipasalar:
Enhancing Cross-Task Black-Box Transferability of Adversarial Examples With Dispersion Reduction. CVPR 2020: 937-946 - [c51]Jianyu Wang, Vinayak Tantia, Nicolas Ballas, Michael G. Rabbat:
Lookahead Converges to Stationary Points of Smooth Non-convex Functions. ICASSP 2020: 8604-8608 - [c50]Jianyu Wang, Hao Liang, Gauri Joshi:
Overlap Local-SGD: An Algorithmic Approach to Hide Communication Delays in Distributed SGD. ICASSP 2020: 8871-8875 - [c49]Jianyu Wang, Vinayak Tantia, Nicolas Ballas, Michael G. Rabbat:
SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum. ICLR 2020 - [c48]Zhan Deng, Jianyu Wang:
Conflicting evidence combination method based on evidence distance and belief entropy. ICNSC 2020: 1-6 - [c47]Jianyu Wang, Xiao-Lei Zhang:
Deep Topic Modeling by Multilayer Bootstrap Network and Lasso. ICPR 2020: 2470-2475 - [c46]Xiaoxi Zhang, Jianyu Wang, Gauri Joshi, Carlee Joe-Wong:
Machine Learning on Volatile Instances. INFOCOM 2020: 139-148 - [c45]Jianyu Wang, Wenchi Cheng, Hailin Zhang:
Statistical QoS Provisioning Based Caching Placement for D2D Communications Based Emergency Networks. INFOCOM Workshops 2020: 449-454 - [c44]Jianyu Wang, Qinghua Liu, Hao Liang, Gauri Joshi, H. Vincent Poor:
Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization. NeurIPS 2020 - [c43]Jianyu Wang, Rui Wen, Chunming Wu, Jian Xiong:
Analyzing and Detecting Adversarial Spam on a Large-scale Online APP Review System. WWW (Companion Volume) 2020: 409-417 - [c42]Rui Wen, Jianyu Wang, Chunming Wu, Jian Xiong:
ASA: Adversary Situation Awareness via Heterogeneous Graph Convolutional Networks. WWW (Companion Volume) 2020: 674-678 - [i31]Jianyu Wang, Hao Liang, Gauri Joshi:
Overlap Local-SGD: An Algorithmic Approach to Hide Communication Delays in Distributed SGD. CoRR abs/2002.09539 (2020) - [i30]Xiaoxi Zhang, Jianyu Wang, Gauri Joshi, Carlee Joe-Wong:
Machine Learning on Volatile Instances. CoRR abs/2003.05649 (2020) - [i29]Sanghamitra Dutta, Jianyu Wang, Gauri Joshi:
Slow and Stale Gradients Can Win the Race. CoRR abs/2003.10579 (2020) - [i28]Miguel Campo, Zhengxing Chen, Luke Kung, Kittipat Virochsiri, Jianyu Wang:
Band-limited Soft Actor Critic Model. CoRR abs/2006.11431 (2020) - [i27]Jianyu Wang, Qinghua Liu, Hao Liang, Gauri Joshi, H. Vincent Poor:
Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization. CoRR abs/2007.07481 (2020) - [i26]Yae Jee Cho, Jianyu Wang, Gauri Joshi:
Client Selection in Federated Learning: Convergence Analysis and Power-of-Choice Selection Strategies. CoRR abs/2010.01243 (2020)
2010 – 2019
- 2019
- [j21]Jianyu Wang, Zhenling Mo, Heng Zhang, Qiang Miao:
A Deep Learning Method for Bearing Fault Diagnosis Based on Time-Frequency Image. IEEE Access 7: 42373-42383 (2019) - [j20]Wenchi Cheng, Jianyu Wang, Ruqian Zhang, Hailin Zhang:
Achieving Maximum Spectrum Efficiency for Full-Duplex MIMO: The Fractal Array-Element Based Self-Interference Mitigation Approach. IEEE Access 7: 74056-74069 (2019) - [j19]Chuan Sun, Wei Liu, Duanfeng Chu, Wushuang Li, Zhenji Lu, Jianyu Wang:
A novel method of symbolic representation in diving data mining: A case study of highways in China. Concurr. Comput. Pract. Exp. 31(7) (2019) - [j18]Jianyu Wang, Jianli Pan, Flavio Esposito, Prasad Calyam, Zhicheng Yang, Prasant Mohapatra:
Edge Cloud Offloading Algorithms: Issues, Methods, and Perspectives. ACM Comput. Surv. 52(1): 2:1-2:23 (2019) - [j17]Jianli Pan, Jianyu Wang, Austin Hester, Ismail AlQerm, Yuanni Liu, Ying Zhao:
EdgeChain: An Edge-IoT Framework and Prototype Based on Blockchain and Smart Contracts. IEEE Internet Things J. 6(3): 4719-4732 (2019) - [j16]Jianyu Wang, Zhiguo Du:
A method of processing color image watermarking based on the Haar wavelet. J. Vis. Commun. Image Represent. 64 (2019) - [j15]Dong Zhang, Liyin Yuan, Shengwei Wang, Hongxuan Yu, Changxing Zhang, Daogang He, Guicheng Han, Jianyu Wang, Yueming Wang:
Wide Swath and High Resolution Airborne HyperSpectral Imaging System and Flight Validation. Sensors 19(7): 1667 (2019) - [j14]Chunlai Li, Zhendong Wang, Rui Xu, Gang Lv, Liyin Yuan, Zhiping He, Jianyu Wang:
The Scientific Information Model of Chang'e-4 Visible and Near-IR Imaging Spectrometer (VNIS) and In-Flight Verification. Sensors 19(12): 2806 (2019) - [j13]Jianxin Jia, Yueming Wang, Xiaoyu Cheng, Liyin Yuan, Ding Zhao, Qi Ye, Xiaoqiong Zhuang, Rong Shu, Jianyu Wang:
Destriping Algorithms Based on Statistics and Spatial Filtering for Visible-to-Thermal Infrared Pushbroom Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 57(6): 4077-4091 (2019) - [c41]Cihang Xie, Zhishuai Zhang, Yuyin Zhou, Song Bai, Jianyu Wang, Zhou Ren, Alan L. Yuille:
Improving Transferability of Adversarial Examples With Input Diversity. CVPR 2019: 2730-2739 - [c40]Guangzheng Wu, Jianyu Wang:
Enterprise Information Security in the Process of Informatization. DPTA 2019: 759-764 - [c39]Yuanpeng Li, Liang Zhao, Jianyu Wang, Joel Hestness:
Compositional Generalization for Primitive Substitutions. EMNLP/IJCNLP (1) 2019: 4292-4301 - [c38]Haichao Zhang, Jianyu Wang:
Towards Adversarially Robust Object Detection. ICCV 2019: 421-430 - [c37]Jianyu Wang, Haichao Zhang:
Bilateral Adversarial Training: Towards Fast Training of More Robust Models Against Adversarial Attacks. ICCV 2019: 6628-6637 - [c36]Jianyu Wang, Shaohui Liu, Feng Jiang, Xiaoshuai Sun, Yongliang Liu:
A Video Post-Filter Deblocking Method Based on Temporal Boosting Residual Networks. ICME 2019: 1174-1179 - [c35]Wei Liang, Yanyan Huang, Jianyu Wang:
An emergency response model combining rescuers and victims. ICNSC 2019: 35-40 - [c34]Yun Zhu, Minjia Tan, Yan Su, Jianyu Wang:
A Three-tier optimization Method for Congestion Evaluation from Angle of Game Relationship. ICNSC 2019: 92-97 - [c33]Wei Liu, Jianyu Wang:
A Brief Survey on Nature-Inspired Metaheuristics for Feature Selection in Classification in this Decade. ICNSC 2019: 424-429 - [c32]Jianyu Wang, Gauri Joshi:
Adaptive Communication Strategies to Achieve the Best Error-Runtime Trade-off in Local-Update SGD. MLSys 2019 - [c31]Haichao Zhang, Jianyu Wang:
Defense Against Adversarial Attacks Using Feature Scattering-based Adversarial Training. NeurIPS 2019: 1829-1839 - [c30]Jianyu Wang, Rui Wen, Chunming Wu, Yu Huang, Jian Xiong:
FdGars: Fraudster Detection via Graph Convolutional Networks in Online App Review System. WWW (Companion Volume) 2019: 310-316 - [i25]Jianyu Wang, Anit Kumar Sahu, Zhouyi Yang, Gauri Joshi, Soummya Kar:
MATCHA: Speeding Up Decentralized SGD via Matching Decomposition Sampling. CoRR abs/1905.09435 (2019) - [i24]Haichao Zhang, Jianyu Wang:
Towards Adversarially Robust Object Detection. CoRR abs/1907.10310 (2019) - [i23]Haichao Zhang, Jianyu Wang:
Joint Adversarial Training: Incorporating both Spatial and Pixel Attacks. CoRR abs/1907.10737 (2019) - [i22]Haichao Zhang, Jianyu Wang:
Defense Against Adversarial Attacks Using Feature Scattering-based Adversarial Training. CoRR abs/1907.10764 (2019) - [i21]Jianyu Wang, Vinayak Tantia, Nicolas Ballas, Michael G. Rabbat:
SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum. CoRR abs/1910.00643 (2019) - [i20]Yuanpeng Li, Liang Zhao, Jianyu Wang, Joel Hestness:
Compositional Generalization for Primitive Substitutions. CoRR abs/1910.02612 (2019) - [i19]Jianyu Wang, Xiao-Lei Zhang:
Deep topic modeling by multilayer bootstrap network and lasso. CoRR abs/1910.10953 (2019) - [i18]Yantao Lu, Yunhan Jia, Jianyu Wang, Bai Li, Weiheng Chai, Lawrence Carin, Senem Velipasalar:
Enhancing Cross-task Black-Box Transferability of Adversarial Examples with Dispersion Reduction. CoRR abs/1911.11616 (2019) - [i17]Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, Ramesh Raskar, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao:
Advances and Open Problems in Federated Learning. CoRR abs/1912.04977 (2019) - 2018
- [j12]Chuan Sun, Wei Liu, Duanfeng Chu, Wushuang Li, Zhenji Lu, Jianyu Wang:
A novel method of symbolic representation in diving data mining: A case study of highways in China. Concurr. Comput. Pract. Exp. 30(24) (2018) - [j11]Chuan Sun, Chaozhong Wu, Duanfeng Chu, Zhenji Lu, Jian Tan, Jianyu Wang:
A Recognition Model of Driving Risk Based on Belief Rule-Base Methodology. Int. J. Pattern Recognit. Artif. Intell. 32(11): 1850037:1-1850037:23 (2018) - [j10]Xudong Zhang, Chunlai Li, Qingpeng Meng, Shijie Liu, Yue Zhang, Jianyu Wang:
Infrared Image Super Resolution by Combining Compressive Sensing and Deep Learning. Sensors 18(8): 2587 (2018) - [c29]Tianbai Yuan, Jianyu Wang, Junichi Takeno:
Application of a Conscious System for a Study on Obsessive-compulsive Disorder. BICA 2018: 646-651 - [c28]Zhishuai Zhang, Cihang Xie, Jianyu Wang, Lingxi Xie, Alan L. Yuille:
DeepVoting: A Robust and Explainable Deep Network for Semantic Part Detection Under Partial Occlusion. CVPR 2018: 1372-1380 - [c27]Cihang Xie, Jianyu Wang, Zhishuai Zhang, Zhou Ren, Alan L. Yuille:
Mitigating Adversarial Effects Through Randomization. ICLR (Poster) 2018 - [c26]Jianyu Wang, Zhenzhou Shao, He Kang, Hongfa Zhao, Guoli Song, Yong Guan:
Inverse Kinematics of 6-DOF Robot Manipulator via Analytic Solution with Conformal Geometric Algebra. ROBIO 2018: 2508-2513 - [i16]