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ORCIDWeishan Dong
Person information
- affiliation: Baidu Search, Beijing, China
- affiliation: IBM Research, Beijing, China
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Journal Articles
- 2019
[j11]Changsheng Li
, Fan Wei, Weishan Dong, Xiangfeng Wang, Qingshan Liu, Xin Zhang:
Dynamic Structure Embedded Online Multiple-Output Regression for Streaming Data. IEEE Trans. Pattern Anal. Mach. Intell. 41(2): 323-336 (2019)- [j10]Changsheng Li, Xiangfeng Wang, Weishan Dong, Junchi Yan, Qingshan Liu, Hongyuan Zha:
Joint Active Learning with Feature Selection via CUR Matrix Decomposition. IEEE Trans. Pattern Anal. Mach. Intell. 41(6): 1382-1396 (2019) - 2016
- [j9]Changsheng Li, Qingshan Liu, Weishan Dong, Fan Wei, Xin Zhang, Lin Yang:
Max-Margin-Based Discriminative Feature Learning. IEEE Trans. Neural Networks Learn. Syst. 27(12): 2768-2775 (2016) - 2015
- [j8]Changsheng Li, Qingshan Liu, Weishan Dong, Xiaobin Zhu, Jing Liu, Hanqing Lu:
Human Age Estimation Based on Locality and Ordinal Information. IEEE Trans. Cybern. 45(11): 2522-2534 (2015) - 2014
- [j7]H. Cao, Weishan Dong, Leslie S. Liu, Chunyang Ma, Weihong Qian, J. W. Shi, Chunhua Tian, Yu Wang, David Konopnicki, Michal Shmueli-Scheuer, Doron Cohen, Natwar Modani, Hemank Lamba, A. Dwivedi, Amit Anil Nanavati, Mohit Kumar:
SoLoMo analytics for telco Big Data monetization. IBM J. Res. Dev. 58(5/6) (2014) - [j6]Chunhua Tian, Yu Wang, Wen Ting Mo, F. C. Huang, Weishan Dong, Jin Huang:
Pre-release sales forecasting: A model-driven context feature extraction approach. IBM J. Res. Dev. 58(5/6) (2014) - [j5]Tao Zhang, Qi Liao, Lei Shi, Weishan Dong:
Analyzing Spatiotemporal Anomalies through Interactive Visualization. Informatics 1(1): 100-125 (2014) - 2013
- [j4]Yu Wang, Jin Huang, Weishan Dong, Junchi Yan, Chunhua Tian, Min Li, Wen Ting Mo:
Two-stage based ensemble optimization framework for large-scale global optimization. Eur. J. Oper. Res. 228(2): 308-320 (2013) - [j3]Min Li, Qi Hu, Yu Wang, Weishan Dong:
Human detection based on pyramidal statistics of oriented filtering and online learned scene geometrical model. Neurocomputing 101: 338-346 (2013) - [j2]Weishan Dong, Tianshi Chen, Peter Tiño, Xin Yao:
Scaling Up Estimation of Distribution Algorithms for Continuous Optimization. IEEE Trans. Evol. Comput. 17(6): 797-822 (2013) - 2008
- [j1]Weishan Dong, Xin Yao:
Unified eigen analysis on multivariate Gaussian based estimation of distribution algorithms. Inf. Sci. 178(15): 3000-3023 (2008)
Conference and Workshop Papers
- 2017
- [c21]Changsheng Li, Junchi Yan, Fan Wei, Weishan Dong, Qingshan Liu, Hongyuan Zha:
Self-Paced Multi-Task Learning. AAAI 2017: 2175-2181 - [c20]Weishan Dong, Ting Yuan, Kai Yang, Changsheng Li, Shilei Zhang:
Autoencoder Regularized Network For Driving Style Representation Learning. IJCAI 2017: 1603-1609 - 2016
- [c19]Changsheng Li, Fan Wei, Weishan Dong, Xiangfeng Wang, Junchi Yan, Xiaobin Zhu, Qingshan Liu, Xin Zhang:
Spatially Regularized Streaming Sensor Selection. AAAI 2016: 3871-3879 - [c18]Chunyang Ma, Xin Zhang, Peng Gao, Weishan Dong, Changsheng Li:
Space-map-matching-based candidate selection for GPS map matching. SOLI 2016: 77-82 - [c17]Wei Sun, Jun Zhu, Ning Duan, Peng Gao, Guo Qiang Hu, Weishan Dong, Zhi Hu Wang, Xin Zhang, Peng Ji, Chunyang Ma, Jing Chang Huang:
Moving object map analytics: A framework enabling contextual spatial-temporal analytics of Internet of Things applications. SOLI 2016: 101-106 - 2014
- [c16]Weishan Dong, Renjie Yao, Chunyang Ma, Changsheng Li, Lei Shi, Lu Wang, Yu Wang, Peng Gao, Junchi Yan:
Maximizing Multi-scale Spatial Statistical Discrepancy. CIKM 2014: 471-480 - [c15]Changsheng Li, Lin Yang, Qingshan Liu, Fanjing Meng, Weishan Dong, Yu Wang, Jingmin Xu:
Multiple-Output Regression with High-Order Structure Information. ICPR 2014: 3868-3873 - [c14]Xin Zhang, Guoqiang Hu, Ning Duan, Peng Gao, Weishan Dong, Jun Zhu:
Scalable Mobile Data Streaming with Trajectory Preserving Partitioning. IEEE MS 2014: 16-23 - 2013
- [c13]Rui Wang, Weishan Dong, Yu Wang, Ke Tang, Xin Yao:
Pipe failure prediction: A data mining method. ICDE 2013: 1208-1218 - [c12]Min Li, Shenghua Bao, Weishan Dong, Yu Wang, Zhong Su:
Head-shoulder based gender recognition. ICIP 2013: 2753-2756 - [c11]Junchi Yan, Yu Wang, Ke Zhou, Jin Huang, Chunhua Tian, Hongyuan Zha, Weishan Dong:
Towards Effective Prioritizing Water Pipe Replacement and Rehabilitation. IJCAI 2013: 2931-2937 - 2012
- [c10]Weishan Dong, Wei Fan, Lei Shi, Changjin Zhou, Xifeng Yan:
A general framework to encode heterogeneous information sources for contextual pattern mining. CIKM 2012: 65-74 - [c9]Weishan Dong, Xin Zhang, Li Li, Changhua Sun, Lei Shi, Wei Sun:
Detecting Irregularly Shaped Significant Spatial and Spatio-Temporal Clusters. SDM 2012: 732-743 - [c8]Li Li, Weishan Dong, Chunhua Tian, Wei Sun:
Point pattern analysis utilizing controlled randomization for police tactical planning. SOLI 2012: 13-18 - [c7]Weishan Dong, Li Li, Changjin Zhou, Yu Wang, Min Li, Chunhua Tian, Wei Sun:
Discovery of generalized spatial association rules. SOLI 2012: 60-65 - [c6]Xin Zhang, Ning Duan, Weishan Dong:
Relational rule learning in decoupled heterogeneous subspaces. SOLI 2012: 66-71 - [c5]Yu Wang, Junchi Yan, Chunhua Tian, Weishan Dong, Jin Huang:
Experimental analysis of different optimization techniques on leakage localization using series alignment. SOLI 2012: 144-149 - 2010
- [c4]Kai Tang, Zhong Bo Jiang, Wei Sun, Xin Zhang, Weishan Dong:
Research on Tenant Placement Based on Business Relations. ICEBE 2010: 479-483 - 2008
- [c3]Weishan Dong, Xin Yao:
NichingEDA: Utilizing the diversity inside a population of EDAs for continuous optimization. IEEE Congress on Evolutionary Computation 2008: 1260-1267 - 2007
- [c2]Weishan Dong, Xin Yao:
Covariance matrix repairing in Gaussian based EDAs. IEEE Congress on Evolutionary Computation 2007: 415-422 - [c1]Zhaoxiang Zhang, Weishan Dong, Kaiqi Huang, Tieniu Tan:
EDA Approach for Model Based Localization and Recognition of Vehicles. CVPR 2007
Parts in Books or Collections
- 2015
- [p1]Yu Wang, Weishan Dong, Junchi Yan, Li Li, Chunhua Tian, Chao Zhang, Zhihu Wang, Chunyang Ma:
Digital IIR Filter Design with Fix-Point Representation Using Effective Evolutionary Local Search Enhanced Differential Evolution. Computational Intelligence in Digital and Network Designs and Applications 2015: 131-157
Informal and Other Publications
- 2018
- [i9]Pei Li, Bingyu Shen, Weishan Dong:
An Anti-fraud System for Car Insurance Claim Based on Visual Evidence. CoRR abs/1804.11207 (2018) - 2017
- [i8]Weishan Dong, Ting Yuan, Kai Yang, Changsheng Li, Shilei Zhang:
Autoencoder Regularized Network For Driving Style Representation Learning. CoRR abs/1701.01272 (2017) - 2016
- [i7]Changsheng Li, Fan Wei, Junchi Yan, Weishan Dong, Qingshan Liu, Xiaoyu Zhang:
A Self-Paced Regularization Framework for Multi-Label Learning. CoRR abs/1603.06708 (2016) - [i6]Changsheng Li, Fan Wei, Junchi Yan, Weishan Dong, Qingshan Liu, Hongyuan Zha:
Self-Paced Multi-Task Learning. CoRR abs/1604.01474 (2016) - [i5]Weishan Dong, Jian Li, Renjie Yao, Changsheng Li, Ting Yuan, Lanjun Wang:
Characterizing Driving Styles with Deep Learning. CoRR abs/1607.03611 (2016) - 2015
- [i4]Changsheng Li, Xiangfeng Wang, Weishan Dong, Junchi Yan, Qingshan Liu, Hongyuan Zha:
Active Sample Learning and Feature Selection: A Unified Approach. CoRR abs/1503.01239 (2015) - 2014
- [i3]Changsheng Li, Qingshan Liu, Weishan Dong, Xin Zhang, Lin Yang:
Max-Margin based Discriminative Feature Learning. CoRR abs/1412.4863 (2014) - [i2]Changsheng Li, Weishan Dong, Qingshan Liu, Xin Zhang:
MORES: Online Incremental Multiple-Output Regression for Data Streams. CoRR abs/1412.5732 (2014) - 2011
- [i1]Weishan Dong, Tianshi Chen, Peter Tiño, Xin Yao:
Scaling Up Estimation of Distribution Algorithms For Continuous Optimization. CoRR abs/1111.2221 (2011)
Coauthor Index
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