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2020 – today
- 2023
[j83]Huan He, Miaolin Ye, Huan Xu, Guidong Yu:
On Aα -spectrum of a unicyclic graph. J. Comb. Optim. 45(1): 38 (2023)- [j82]Jinhai Yu, Bang An, Huan Xu, Zhongmiao Sun, Yuwei Tian, Qiuyu Wang:
An Iterative Algorithm for Predicting Seafloor Topography from Gravity Anomalies. Remote. Sens. 15(4): 1069 (2023) - [j81]Sixuan Chen, Huan Xu:
Meta-heuristic algorithm-based human resource information management system design and development for industrial revolution 5.0. Soft Comput. 27(7): 4093-4105 (2023) - 2022
- [j80]Joseph E. Borson
, Huan Xu:
A Path Dependent Approach for Characterizing the Legal Governance of Autonomous Systems. IEEE Access 10: 119985-119998 (2022) - [j79]Akshay Bapat, Bharath Reddy Bora, Jeffrey W. Herrmann, Shapour Azarm, Huan Xu, Michael W. Otte:
Distributed Task Allocation Algorithms for Multi-Agent Systems With Very Low Communication. IEEE Access 10: 124083-124102 (2022) - [j78]Huan Xu:
Prediction of Students' Performance Based on the Hybrid IDA-SVR Model. Complex. 2022: 1845571:1-1845571:11 (2022) - [j77]Jiahao Shi, Jie Yu, Jinkun Yang, Lingyu Xu, Huan Xu:
Time Series Surface Temperature Prediction Based on Cyclic Evolutionary Network Model for Complex Sea Area. Future Internet 14(3): 96 (2022) - [j76]Gaixiang Cai, Tao Yu, Huan Xu, Guidong Yu:
Some sufficient conditions on hamilton graphs with toughness. Frontiers Comput. Neurosci. 16 (2022) - [j75]Cuong V. Nguyen, Lam Si Tung Ho, Huan Xu, Vu C. Dinh, Binh T. Nguyen:
Bayesian active learning with abstention feedbacks. Neurocomputing 471: 242-250 (2022) - [j74]Yibin Ren, Xiaofeng Li, Xiaofeng Yang, Huan Xu:
Development of a Dual-Attention U-Net Model for Sea Ice and Open Water Classification on SAR Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j73]Wei Wang, Shuxian Liu, Huan Xu, Le Deng:
COVIDX-LwNet: A Lightweight Network Ensemble Model for the Detection of COVID-19 Based on Chest X-ray Images. Sensors 22(21): 8578 (2022) - [j72]Huan Xu, Feng Ding, Benoît Champagne:
Joint Parameter and Time-Delay Estimation for a Class of Nonlinear Time-Series Models. IEEE Signal Process. Lett. 29: 947-951 (2022) - [j71]Yibin Ren, Xiaofeng Li, Huan Xu:
A Deep Learning Model to Extract Ship Size From Sentinel-1 SAR Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [c111]Bin Chen, Huan Xu, Qiuyong Yang, Guangqian Lu, Hui Li:
Modeling Interactions among Cyber-Physical Services. DASC/PiCom/CBDCom/CyberSciTech 2022: 1-6 - [c110]Qinghui Sun, Jie Gu, Xiaoxiao Xu, Renjun Xu, Ke Liu, Bei Yang, Hong Liu, Huan Xu:
Learning Interest-oriented Universal User Representation via Self-supervision. ACM Multimedia 2022: 7270-7278 - 2021
- [j70]Estefany Carrillo, Suyash Yeotikar, Sharan Nayak, Mohamed Khalid M. Jaffar, Shapour Azarm, Jeffrey W. Herrmann, Michael W. Otte, Huan Xu:
Communication-Aware Multi-Agent Metareasoning for Decentralized Task Allocation. IEEE Access 9: 98712-98730 (2021) - [j69]Guidong Yu, Tao Yu, Xiangwei Xia, Huan Xu:
Spectral Sufficient Conditions on Pancyclic Graphs. Complex. 2021: 3630245:1-3630245:8 (2021) - [j68]Krishna Bhavithavya Kidambi, Cornelia Fermüller, Yiannis Aloimonos, Huan Xu:
Robust Nonlinear Control-Based Trajectory Tracking for Quadrotors Under Uncertainty. IEEE Control. Syst. Lett. 5(6): 2042-2047 (2021) - [j67]Huan Xu, Feng Ding, Min Gan, Ahmed Alsaedi, Tasawar Hayat:
Parameter estimation for an exponential autoregressive time series model by the Newton search and multi-innovation theory. Int. J. Syst. Sci. 52(12): 2630-2645 (2021) - [j66]Yu(AUST) Zhang, Huan Xu, Chengfei Pei, Gaoming Yang:
Adversarial example defense based on image reconstruction. PeerJ Comput. Sci. 7: e811 (2021) - [j65]Yong Ding, Yuebin Liu, Cong Peng, Huanmei Wang, Yuqin Xu, Shengrong Jiao, Huan Xu, Yan Zhao, Mingyu Liu:
Analysis of Glomerular Filtration Rate in Ischemic Cerebrovascular Diseases under the Magnetic Resonance Angiography Image Segmentation Algorithm. Sci. Program. 2021: 8399153:1-8399153:10 (2021) - [c109]Yu-Hang Zhou, Peng Hu, Chen Liang, Huan Xu, Guangda Huzhang, Yinfu Feng, Qing Da, Xinshang Wang, Anxiang Zeng:
A Primal-Dual Online Algorithm for Online Matching Problem in Dynamic Environments. AAAI 2021: 11160-11167 - [c108]Kuangqi Zhou, Yanfei Dong, Kaixin Wang, Wee Sun Lee, Bryan Hooi, Huan Xu, Jiashi Feng:
Understanding and Resolving Performance Degradation in Deep Graph Convolutional Networks. CIKM 2021: 2728-2737 - [c107]Bin Chen, Qiang Han, Huan Xu, Yuxiang Guo, Jie Li, Tairan Song:
Research on Grid-Connected Model of Distributed Generation Based on Colored Petri Net. EDGE 2021: 50-62 - [c106]Shivang Patel, Senthil Hariharan Arul, Pranav Dhulipala, Ming C. Lin, Dinesh Manocha, Huan Xu, Michael W. Otte:
Multi-Agent Ergodic Coverage in Urban Environments. ICRA 2021: 8764-8771 - [c105]Qingsong Wen, Liang Sun, Fan Yang, Xiaomin Song, Jingkun Gao, Xue Wang, Huan Xu:
Time Series Data Augmentation for Deep Learning: A Survey. IJCAI 2021: 4653-4660 - [c104]Miao Xie, Wotao Yin, Huan Xu:
AutoBandit: A Meta Bandit Online Learning System. IJCAI 2021: 5028-5031 - [c103]Junhao Hua, Ling Yan, Huan Xu, Cheng Yang:
Markdowns in E-Commerce Fresh Retail: A Counterfactual Prediction and Multi-Period Optimization Approach. KDD 2021: 3022-3031 - [c102]Xiangchen Zhang, Huan Xu, Yujun Liu, Jiajia Liao, Guorong Cai, Jinhe Su, Yehua Song:
A Multiple Encoders Network for Stroke Lesion Segmentation. PRCV (3) 2021: 524-535 - [c101]Qingsong Wen, Kai He, Liang Sun, Yingying Zhang, Min Ke, Huan Xu:
RobustPeriod: Robust Time-Frequency Mining for Multiple Periodicity Detection. SIGMOD Conference 2021: 2328-2337 - [i55]Sebastian Pokutta, Huan Xu:
Adversaries in Online Learning Revisited: with applications in Robust Optimization and Adversarial training. CoRR abs/2101.11443 (2021) - [i54]Junhao Hua, Ling Yan, Huan Xu, Cheng Yang:
Markdowns in E-Commerce Fresh Retail: A Counterfactual Prediction and Multi-Period Optimization Approach. CoRR abs/2105.08313 (2021) - [i53]Qinghui Sun, Jie Gu, Bei Yang, Xiaoxiao Xu, Renjun Xu, Shangde Gao, Hong Liu, Huan Xu:
Interest-oriented Universal User Representation via Contrastive Learning. CoRR abs/2109.08865 (2021) - [i52]Bei Yang, Ke Liu, Xiaoxiao Xu, Renjun Xu, Hong Liu, Huan Xu:
Learning Universal User Representations via Self-Supervised Lifelong Behaviors Modeling. CoRR abs/2110.11337 (2021) - 2020
- [j64]Samuel T. Langlois, Oghenetekevwe Akoroda, Estefany Carrillo, Jeffrey W. Herrmann, Shapour Azarm, Huan Xu, Michael W. Otte:
Metareasoning Structures, Problems, and Modes for Multiagent Systems: A Survey. IEEE Access 8: 183080-183089 (2020) - [j63]Lingyu Xu, Yanrong Guo, Jun Li, Jie Yu, Huan Xu:
Classification of autism spectrum disorder based on fluctuation entropy of spontaneous hemodynamic fluctuations. Biomed. Signal Process. Control. 60: 101958 (2020) - [j62]Xuewen Chen, Huaqing Chen, Huan Xu:
Vehicle Detection Based on Multifeature Extraction and Recognition Adopting RBF Neural Network on ADAS System. Complex. 2020: 8842297:1-8842297:11 (2020) - [j61]Le Thi Khanh Hien, Melvyn Sim, Huan Xu:
Mitigating Interdiction Risk with Fortification. Oper. Res. 68(2): 348-362 (2020) - [j60]Zijie Lin, Lina Castano, Edward Mortimer, Huan Xu:
Fast 3D Collision Avoidance Algorithm for Fixed Wing UAS. J. Intell. Robotic Syst. 97(3): 577-604 (2020) - [j59]Wenzhuo Yang, Melvyn Sim, Huan Xu:
Goal scoring, coherent loss and applications to machine learning. Math. Program. 182(1): 103-140 (2020) - [j58]Xiang-Yang Wang, Si-yu Zhang, Tao-tao Wen, Huan Xu, Hong-Ying Yang:
Synchronization correction-based robust digital image watermarking approach using Bessel K-form PDF. Pattern Anal. Appl. 23(2): 933-951 (2020) - [j57]Sharan Nayak, Michael W. Otte, Suyash Yeotikar, Estefany Carrillo, Eliot Rudnick-Cohen, Mohamed Khalid M. Jaffar, Ruchir Patel, Shapour Azarm, Jeffrey W. Herrmann, Huan Xu:
Experimental Comparison of Decentralized Task Allocation Algorithms Under Imperfect Communication. IEEE Robotics Autom. Lett. 5(2): 572-579 (2020) - [j56]Peng Jiang, JinKun Men, Huan Xu, Song Zheng, Yaguang Kong, Liangjun Zhang:
A Variable Neighborhood Search-Based Hybrid Multiobjective Evolutionary Algorithm for HazMat Heterogeneous Vehicle Routing Problem With Time Windows. IEEE Syst. J. 14(3): 4344-4355 (2020) - [c100]Alexei E. Hmelnov, Gennadiy M. Ruzhnikov, Tianjiao Li, Huan Xu:
An approach to information export from database for complex master-detail table hierarchies into a single flat table form. AICTS 2020: 74-82 - [c99]Yan Li, Ethan X. Fang, Huan Xu, Tuo Zhao:
Implicit Bias of Gradient Descent based Adversarial Training on Separable Data. ICLR 2020 - [c98]Ruchir Patel, Eliot Rudnick-Cohen, Shapour Azarm, Michael W. Otte, Huan Xu, Jeffrey W. Herrmann:
Decentralized Task Allocation in Multi-Agent Systems Using a Decentralized Genetic Algorithm. ICRA 2020: 3770-3776 - [c97]Yibin Ren, Huan Xu, Bin Liu, Xiaofeng Li:
Sea Ice and Open Water Classification of SAR Images Using a Deep Learning Model. IGARSS 2020: 3051-3054 - [c96]Yifei Zhao, Yu-Hang Zhou, Mingdong Ou, Huan Xu, Nan Li:
Maximizing Cumulative User Engagement in Sequential Recommendation: An Online Optimization Perspective. KDD 2020: 2784-2792 - [i51]Qingsong Wen, Kai He, Liang Sun, Yingying Zhang, Min Ke, Huan Xu:
RobustPeriod: Time-Frequency Mining for Robust Multiple Periodicities Detection. CoRR abs/2002.09535 (2020) - [i50]Jingkun Gao, Xiaomin Song, Qingsong Wen, Pichao Wang, Liang Sun, Huan Xu:
RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks. CoRR abs/2002.09545 (2020) - [i49]Qingsong Wen, Liang Sun, Xiaomin Song, Jingkun Gao, Xue Wang, Huan Xu:
Time Series Data Augmentation for Deep Learning: A Survey. CoRR abs/2002.12478 (2020) - [i48]Yifei Zhao, Yu-Hang Zhou, Mingdong Ou, Huan Xu, Nan Li:
Maximizing Cumulative User Engagement in Sequential Recommendation: An Online Optimization Perspective. CoRR abs/2006.04520 (2020) - [i47]Kuangqi Zhou, Yanfei Dong, Wee Sun Lee, Bryan Hooi, Huan Xu, Jiashi Feng:
Effective Training Strategies for Deep Graph Neural Networks. CoRR abs/2006.07107 (2020) - [i46]Shivang Patel, Senthil Hariharan Arul, Pranav Dhulipala, Ming C. Lin, Dinesh Manocha, Huan Xu, Michael W. Otte:
Multi-Agent Coverage in Urban Environments. CoRR abs/2008.07436 (2020)
2010 – 2019
- 2019
- [j55]Jing Zhang, Huan Xu, Lin Xiang, Jun Yang:
On the Application of Directional Antennas in Multi-Tier Unmanned Aerial Vehicle Networks. IEEE Access 7: 132095-132110 (2019) - [j54]Guangpei Sun, Peng Jiang, Huan Xu, Shan-en Yu, Dong Guo, Guang Lin, Hui Wu:
Outlier Detection and Correction for Monitoring Data of Water Quality Based on Improved VMD and LSSVM. Complex. 2019: 9643921:1-9643921:12 (2019) - [j53]Zhi Chen, Melvyn Sim, Huan Xu:
Distributionally Robust Optimization with Infinitely Constrained Ambiguity Sets. Oper. Res. 67(5): 1328-1344 (2019) - [j52]Huan Xu, Lijuan Wan, Feng Ding, Ahmed Alsaedi, Tasawar Hayat:
Fitting the exponential autoregressive model through recursive search. J. Frankl. Inst. 356(11): 5801-5818 (2019) - [j51]Le Thi Khanh Hien, Cuong V. Nguyen, Huan Xu, Canyi Lu, Jiashi Feng:
Accelerated Randomized Mirror Descent Algorithms for Composite Non-strongly Convex Optimization. J. Optim. Theory Appl. 181(2): 541-566 (2019) - [j50]Caie Xu, Lisha Xu, Yingying Lu, Huan Xu, Zhongliang Zhu:
E-government recommendation algorithm based on probabilistic semantic cluster analysis in combination of improved collaborative filtering in big-data environment of government affairs. Pers. Ubiquitous Comput. 23(3-4): 475-485 (2019) - [j49]Senthil Hariharan Arul, Adarsh Jagan Sathyamoorthy, Shivang Patel, Michael W. Otte, Huan Xu, Ming C. Lin, Dinesh Manocha:
LSwarm: Efficient Collision Avoidance for Large Swarms With Coverage Constraints in Complex Urban Scenes. IEEE Robotics Autom. Lett. 4(4): 3940-3947 (2019) - [j48]Yu-Xiang Wang, Huan Xu, Chenlei Leng:
Provable Subspace Clustering: When LRR Meets SSC. IEEE Trans. Inf. Theory 65(9): 5406-5432 (2019) - [c95]Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Huan Xu, Shenghuo Zhu:
RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series. AAAI 2019: 5409-5416 - [c94]Adrian Rivera Cardoso, Huan Xu:
Risk-Averse Stochastic Convex Bandit. AISTATS 2019: 39-47 - [c93]Joshua Shaffer, Huan Xu:
Expanding Kinodynamic Optimization Solutions with Recurrent Neural Networks and Path-tracking Control. CDC 2019: 6778-6784 - [c92]Adrian Rivera Cardoso, Jacob D. Abernethy, He Wang, Huan Xu:
Competing Against Nash Equilibria in Adversarially Changing Zero-Sum Games. ICML 2019: 921-930 - [c91]Chao Qu, Shie Mannor, Huan Xu:
Nonlinear Distributional Gradient Temporal-Difference Learning. ICML 2019: 5251-5260 - [c90]Huan Xu, Geok Soon Hong, Jun-Hong Zhou, Jihoon Hong, Keng Soon Woon:
Coarse-to-Fine Tool Condition Monitoring using Multiple Gated Recurrent Units. IECON 2019: 3737-3742 - [c89]Kui Zhao, Junhao Hua, Ling Yan, Qi Zhang, Huan Xu, Cheng Yang:
A Unified Framework for Marketing Budget Allocation. KDD 2019: 1820-1830 - [c88]Manas Gupta, Ming C. Lin, Dinesh Manocha, Huan Xu, Michael W. Otte:
Monitoring Access to User Defined Areas with Multi-Agent Team in Urban Environments. MRS 2019: 56-62 - [c87]Chao Qu, Shie Mannor, Huan Xu, Yuan Qi, Le Song, Junwu Xiong:
Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning. NeurIPS 2019: 1182-1191 - [c86]Pan Zhou, Xiaotong Yuan, Huan Xu, Shuicheng Yan, Jiashi Feng:
Efficient Meta Learning via Minibatch Proximal Update. NeurIPS 2019: 1532-1542 - [c85]Adrian Rivera Cardoso, He Wang, Huan Xu:
Large Scale Markov Decision Processes with Changing Rewards. NeurIPS 2019: 2337-2347 - [i45]Chao Qu, Shie Mannor, Huan Xu, Yuan Qi, Le Song, Junwu Xiong:
Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning. CoRR abs/1901.09326 (2019) - [i44]Kui Zhao, Junhao Hua, Ling Yan, Qi Zhang, Huan Xu, Cheng Yang:
A Unified Framework for Marketing Budget Allocation. CoRR abs/1902.01128 (2019) - [i43]Senthil Hariharan Arul, Adarsh Jagan Sathyamoorthy, Shivang Patel, Michael W. Otte, Huan Xu, Ming C. Lin, Dinesh Manocha:
LSwarm: Efficient Collision Avoidance for Large Swarms with Coverage Constraints in Complex Urban Scenes. CoRR abs/1902.08379 (2019) - [i42]Adrian Rivera Cardoso, He Wang, Huan Xu:
Large Scale Markov Decision Processes with Changing Rewards. CoRR abs/1905.10649 (2019) - [i41]Cuong V. Nguyen, Lam Si Tung Ho, Huan Xu, Vu C. Dinh, Binh T. Nguyen:
Bayesian Active Learning With Abstention Feedbacks. CoRR abs/1906.02179 (2019) - [i40]Yan Li, Ethan X. Fang, Huan Xu, Tuo Zhao:
Inductive Bias of Gradient Descent based Adversarial Training on Separable Data. CoRR abs/1906.02931 (2019) - [i39]Adrian Rivera Cardoso, Jacob D. Abernethy, He Wang, Huan Xu:
Competing Against Equilibria in Zero-Sum Games with Evolving Payoffs. CoRR abs/1907.07723 (2019) - 2018
- [j47]Joshua Shaffer, Estefany Carrillo, Huan Xu:
Hierarchal Application of Receding Horizon Synthesis and Dynamic Allocation for UAVs Fighting Fires. IEEE Access 6: 78868-78880 (2018) - [j46]Yang Cao, Liyan Xie, Yao Xie, Huan Xu:
Sequential Change-Point Detection via Online Convex Optimization. Entropy 20(2): 108 (2018) - [j45]Xiangyang Wang, Huan Xu, Si-yu Zhang, Linlin Liang, Panpan Niu, Hong-Ying Yang:
A Color Image Watermarking Approach Based on Synchronization Correction. Fundam. Informaticae 158(4): 385-407 (2018) - [j44]Lingyu Xu, Huan Xu, Jie Yu, Lei Wang:
Linkage Effects Mining in Stock Market Based on Multi-Resolution Time Series Network. Inf. 9(11): 276 (2018) - [j43]Xiang-Yang Wang, Yu-nan Liu, Huan Xu, Pei Wang, Hong-Ying Yang:
Robust copy-move forgery detection using quaternion exponent moments. Pattern Anal. Appl. 21(2): 451-467 (2018) - [j42]Pengqian Yu, William B. Haskell, Huan Xu:
Approximate Value Iteration for Risk-Aware Markov Decision Processes. IEEE Trans. Autom. Control. 63(9): 3135-3142 (2018) - [c84]Yang Cao, Liyan Xie, Yao Xie, Huan Xu:
Nearly second-order optimality of online joint detection and estimation via one-sample update schemes. AISTATS 2018: 519-528 - [c83]Joshua Shaffer, Estefany Carrillo, Huan Xu:
Receding Horizon Synthesis and Dynamic Allocation of UAVs to Fight Fires. ARSO 2018: 1-2 - [c82]Huan Xu, Joseph E. Borson:
The Future of Legal and Ethical Regulations for Autonomous Robotics. ARSO 2018: 97-98 - [c81]Joshua Shaffer, Estefany Carrillo, Huan Xu:
Receding Horizon Synthesis and Dynamic Allocation of UAVs to Fight Fires. CCTA 2018: 138-145 - [c80]Jiachen Yang, Xiaojing Ye, Rakshit Trivedi, Huan Xu, Hongyuan Zha:
Learning Deep Mean Field Games for Modeling Large Population Behavior. ICLR 2018 - [c79]Tom Zahavy, Bingyi Kang, Alex Sivak, Jiashi Feng, Huan Xu, Shie Mannor:
Ensemble Robustness and Generalization of Stochastic Deep Learning Algorithms. ICLR (Workshop) 2018 - [c78]Chao Qu, Yan Li, Huan Xu:
Non-convex Conditional Gradient Sliding. ICML 2018: 4205-4214 - [c77]Huan Xu, Chong Zhang, Geok Soon Hong, Junhong Zhou, Jihoon Hong, Keng Soon Woon:
Gated Recurrent Units Based Neural Network For Tool Condition Monitoring. IJCNN 2018: 1-7 - [c76]Huan Xu, Joseph E. Borson:
The Future of Legal and Ethical Regulations for Autonomous Robotics. IROS 2018: 2362-2366 - [c75]Rui Gao, Liyan Xie, Yao Xie, Huan Xu:
Robust Hypothesis Testing Using Wasserstein Uncertainty Sets. NeurIPS 2018: 7913-7923 - [i38]Chao Qu, Yan Li, Huan Xu:
Fast Global Convergence via Landscape of Empirical Loss. CoRR abs/1802.04617 (2018) - [i37]Chong Zhang, Geok Soon Hong, Jun-Hong Zhou, Kay Chen Tan, Haizhou Li, Huan Xu, Jihoon Hong, Hian-Leng Chan:
A Multi-State Diagnosis and Prognosis Framework with Feature Learning for Tool Condition Monitoring. CoRR abs/1805.00367 (2018) - [i36]Chao Qu, Shie Mannor, Huan Xu:
Nonlinear Distributional Gradient Temporal-Difference Learning. CoRR abs/1805.07732 (2018) - [i35]Yan Li, Chao Qu, Huan Xu:
Communication-Efficient Projection-Free Algorithm for Distributed Optimization. CoRR abs/1805.07841 (2018) - [i34]Yan Li, Chao Qu, Huan Xu:
Projection-Free Algorithms in Statistical Estimation. CoRR abs/1805.07844 (2018) - [i33]Rui Gao, Liyan Xie, Yao Xie, Huan Xu:
Robust Hypothesis Testing Using Wasserstein Uncertainty Sets. CoRR abs/1805.10611 (2018) - [i32]Adrian Rivera Cardoso, He Wang, Huan Xu:
Online Saddle Point Problem with Applications to Constrained Online Convex Optimization. CoRR abs/1806.08301 (2018) - [i31]Adrian Rivera Cardoso, Huan Xu:
Risk-Averse Stochastic Convex Bandit. CoRR abs/1810.00737 (2018) - [i30]Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Huan Xu, Shenghuo Zhu:
RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series. CoRR abs/1812.01767 (2018) - 2017
- [j41]Shiau Hong Lim, Yudong Chen, Huan Xu:
Clustering from General Pairwise Observations with Applications to Time-varying Graphs. J. Mach. Learn. Res. 18: 49:1-49:47 (2017) - [j40]Jie Shen, Huan Xu, Ping Li:
Online optimization for max-norm regularization. Mach. Learn. 106(3): 419-457 (2017) - [j39]Qiang Guo, Bihong Fu, Pilong Shi, Thomas Cudahy, Jing Zhang, Huan Xu:
Satellite Monitoring the Spatial-Temporal Dynamics of Desertification in Response to Climate Change and Human Activities across the Ordos Plateau, China. Remote. Sens. 9(6): 525 (2017) - [j38]Shan-en Yu, Yiming Xu, Peng Jiang, Feng Wu, Huan Xu:
Node Self-Deployment Algorithm Based on Pigeon Swarm Optimization for Underwater Wireless Sensor Networks. Sensors 17(4): 674 (2017) - [c74]Renbo Zhao, Vincent Yan Fu Tan, Huan Xu:
Online Nonnegative Matrix Factorization with General Divergences. AISTATS 2017: 37-45 - [c73]Pengqian Yu, William B. Haskell, Huan Xu:
Dynamic programming for risk-aware sequential optimization. CDC 2017: 4934-4939 - [c72]Daniel Vainsencher, Shie Mannor, Huan Xu:
Ignoring Is a Bliss: Learning with Large Noise Through Reweighting-Minimization. COLT 2017: 1849-1881 - [c71]Chong Zhang, Geok Soon Hong, Huan Xu, Kay Chen Tan, Jun-Hong Zhou, Hian-Leng Chan, Haizhou Li:
A data-driven prognostics framework for tool remaining useful life estimation in tool condition monitoring. ETFA 2017: 1-8 - [c70]Mehrdad Farajtabar, Jiachen Yang, Xiaojing Ye, Huan Xu, Rakshit Trivedi, Elias B. Khalil, Shuang Li, Le Song, Hongyuan Zha:
Fake News Mitigation via Point Process Based Intervention. ICML 2017: 1097-1106 - [c69]Huan Xu, Yanjun Liu:
Matrix decomposition based threshold orthogonal matching pursuit algorithm for parameter and time delay identification of MISO-FIR systems. IECON 2017: 6285-6290 - [c68]