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Siqi Wang 0001
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- affiliation: National University of Defense Technology, College of Computer, Changsha, China
Other persons with the same name
- Siqi Wang (aka: Si-Qi Wang) — disambiguation page
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2020 – today
- 2024
- [j20]Siqi Wang, Jiyuan Liu
, Guang Yu
Multiview Deep Anomaly Detection: A Systematic Exploration. IEEE Trans. Neural Networks Learn. Syst. 35(2): 1651-1665 (2024) - [i8]Jiyuan Liu, Xinwang Liu, Siqi Wang, Xingchen Hu, Qing Liao, Xinhang Wan, Yi Zhang, Xin Lv, Kunlun He:
Active-Passive Federated Learning for Vertically Partitioned Multi-view Data. CoRR abs/2409.04111 (2024) - 2023
- [j19]Siqi Wang
E$^{3}$3Outlier: a Self-Supervised Framework for Unsupervised Deep Outlier Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 2952-2969 (2023) - [j18]Guang Yu
Video Anomaly Detection via Visual Cloze Tests. IEEE Trans. Inf. Forensics Secur. 18: 4955-4969 (2023) - [j17]Sihang Zhou
Multiple Kernel Clustering With Compressed Subspace Alignment. IEEE Trans. Neural Networks Learn. Syst. 34(1): 252-263 (2023) - [c20]Yanlong Qiu
DrugProtKGE: Weakly Supervised Knowledge Graph Embedding for Highly-Effective Drug-Protein Interaction Representation. BIBM 2023: 1386-1393 - [c19]David Zimmerer, Peter M. Full, Fabian Isensee, Paul Jäger, Tim Adler, Jens Petersen, Gregor Köhler, Tobias Roß, Annika Reinke, Antanas Kascenas, Bjørn Sand Jensen, Alison Q. O'Neil, Jeremy Tan, Benjamin Hou, James Batten, Huaqi Qiu, Bernhard Kainz
Abstract: MOOD 2020 - A Public Benchmark for Out-of-distribution Detection and Localization on Medical Images. Bildverarbeitung für die Medizin 2023: 312 - 2022
- [j16]Donglin Chen, Xiang Gao
FlowDNN: a physics-informed deep neural network for fast and accurate flow prediction. Frontiers Inf. Technol. Electron. Eng. 23(2): 207-219 (2022) - [j15]Haocong Rao
A Self-Supervised Gait Encoding Approach With Locality-Awareness for 3D Skeleton Based Person Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 6649-6666 (2022) - [j14]David Zimmerer
MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images. IEEE Trans. Medical Imaging 41(10): 2728-2738 (2022) - [c18]Guang Yu
Deep Anomaly Discovery from Unlabeled Videos via Normality Advantage and Self-Paced Refinement. CVPR 2022: 13967-13978 - [c17]Jun Zhan, Siqi Wang, Xiandong Ma, Chengkun Wu, Canqun Yang, Detian Zeng, Shilin Wang:
Stgat-Mad : Spatial-Temporal Graph Attention Network For Multivariate Time Series Anomaly Detection. ICASSP 2022: 3568-3572 - [c16]Jingtao Hu, Guang Yu
Detecting Anomalous Events from Unlabeled Videos via Temporal Masked Auto-Encoding. ICME 2022: 1-6 - [c15]Guang Yu
Effective Video Abnormal Event Detection by Learning A Consistency-Aware High-Level Feature Extractor. ACM Multimedia 2022: 6337-6346 - 2021
- [j13]Zhen Cheng
Unsupervised Outlier Detection via Transformation Invariant Autoencoder. IEEE Access 9: 43991-44002 (2021) - [j12]Zhen Cheng
Improved autoencoder for unsupervised anomaly detection. Int. J. Intell. Syst. 36(12): 7103-7125 (2021) - [j11]Yan Tang
Facial Expression Recognition Using Frequency Neural Network. IEEE Trans. Image Process. 30: 444-457 (2021) - [c14]Jiyuan Liu, Xinwang Liu, Yuexiang Yang, Li Liu, Siqi Wang, Weixuan Liang, Jiangyong Shi:
One-pass Multi-view Clustering for Large-scale Data. ICCV 2021: 12324-12333 - [c13]Jiyuan Liu, Xinwang Liu, Yi Zhang, Pei Zhang, Wenxuan Tu, Siwei Wang, Sihang Zhou, Weixuan Liang, Siqi Wang, Yuexiang Yang:
Self-Representation Subspace Clustering for Incomplete Multi-view Data. ACM Multimedia 2021: 2726-2734 - [i7]Siqi Wang, Jiyuan Liu, Guang Yu, Xinwang Liu, Sihang Zhou, En Zhu, Yuexiang Yang, Jianping Yin:
Multi-view Deep One-class Classification: A Systematic Exploration. CoRR abs/2104.13000 (2021) - [i6]Siqi Wang, Guang Yu, Zhiping Cai, En Zhu, Xinwang Liu, Jianping Yin, Chengzhang Zhu:
Sensing Anomalies like Humans: A Hominine Framework to Detect Abnormal Events from Unlabeled Videos. CoRR abs/2108.01975 (2021) - [i5]Siqi Wang, Guang Yu, Zhiping Cai, Xinwang Liu, En Zhu, Jianping Yin, Qing Liao:
Video Abnormal Event Detection by Learning to Complete Visual Cloze Tests. CoRR abs/2108.02356 (2021) - 2020
- [j10]Guang Yu
Unsupervised Online Anomaly Detection With Parameter Adaptation for KPI Abrupt Changes. IEEE Trans. Netw. Serv. Manag. 17(3): 1294-1308 (2020) - [c12]Haocong Rao
Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification. IJCAI 2020: 898-905 - [c11]Guang Yu
Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events. ACM Multimedia 2020: 583-591 - [i4]Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Huang Da, Jun Cheng, Bin Hu:
Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification. CoRR abs/2008.09435 (2020) - [i3]Guang Yu, Siqi Wang, Zhiping Cai, En Zhu, Chuanfu Xu, Jianping Yin, Marius Kloft:
Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events. CoRR abs/2008.11988 (2020) - [i2]Haocong Rao
A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification. CoRR abs/2009.03671 (2020)
2010 – 2019
- 2019
- [j9]Siqi Wang
Fast and unsupervised outlier removal by recurrent adaptive reconstruction extreme learning machine. Int. J. Mach. Learn. Cybern. 10(12): 3539-3556 (2019) - [j8]Jingtao Hu
An Efficient and Robust Unsupervised Anomaly Detection Method Using Ensemble Random Projection in Surveillance Videos. Sensors 19(19): 4145 (2019) - [c10]Siqi Wang, En Zhu, Xiping Hu
Robustness Can Be Cheap: A Highly Efficient Approach to Discover Outliers under High Outlier Ratios. AAAI 2019: 5313-5320 - [c9]Jiaqi Wang, Siqi Wang, Yanxiang Guo, Xiping Hu, Xitong Li, Jun Cheng:
Towards Intelligent Decision Making in Emotion-aware Applications. HICSS 2019: 1-9 - [c8]Jingtao Hu, En Zhu, Siqi Wang, Siwei Wang
Two-stage Unsupervised Video Anomaly Detection using Low-rank based Unsupervised One-class Learning with Ridge Regression. IJCNN 2019: 1-8 - [c7]Siqi Wang, Yijie Zeng, Xinwang Liu, En Zhu, Jianping Yin, Chuanfu Xu, Marius Kloft:
Effective End-to-end Unsupervised Outlier Detection via Inlier Priority of Discriminative Network. NeurIPS 2019: 5960-5973 - 2018
- [j7]Siqi Wang, En Zhu, Jianping Yin, Fatih Porikli:
Video anomaly detection and localization by local motion based joint video representation and OCELM. Neurocomputing 277: 161-175 (2018) - [j6]Siqi Wang, Qiang Liu, En Zhu, Fatih Porikli, Jianping Yin:
Hyperparameter selection of one-class support vector machine by self-adaptive data shifting. Pattern Recognit. 74: 198-211 (2018) - [j5]Jingming Xue
Incremental multiple kernel extreme learning machine and its application in Robo-advisors. Soft Comput. 22(11): 3507-3517 (2018) - [c6]Pan Li, Qiang Liu, Wentao Zhao, Dongxu Wang, Siqi Wang:
Chronic Poisoning against Machine Learning Based IDSs Using Edge Pattern Detection. ICC 2018: 1-7 - [c5]Jichao Chen, Yijie Zeng, Siqi Wang, Soh Ling Min, Guang-Bin Huang
Octree-based Convolutional Autoencoder Extreme Learning Machine for 3D Shape Classification. IJCNN 2018: 1-7 - [c4]Siqi Wang, Yijie Zeng, Qiang Liu, Chengzhang Zhu, En Zhu, Jianping Yin:
Detecting Abnormality without Knowing Normality: A Two-stage Approach for Unsupervised Video Abnormal Event Detection. ACM Multimedia 2018: 636-644 - [i1]Pan Li, Qiang Liu, Wentao Zhao, Dongxu Wang, Siqi Wang:
BEBP: An Poisoning Method Against Machine Learning Based IDSs. CoRR abs/1803.03965 (2018) - 2017
- [j4]Lili Zhao, Kuan Li, Jianping Yin, Qiang Liu, Siqi Wang:
Complete three-phase detection framework for identifying abnormal cervical cells. IET Image Process. 11(4): 258-265 (2017) - [j3]Siqi Wang
MST-GEN: An Efficient Parameter Selection Method for One-Class Extreme Learning Machine. IEEE Trans. Cybern. 47(10): 3266-3279 (2017) - 2016
- [j2]Lili Zhao, Kuan Li, Mao Wang, Jianping Yin, En Zhu, Chengkun Wu
Automatic cytoplasm and nuclei segmentation for color cervical smear image using an efficient gap-search MRF. Comput. Biol. Medicine 71: 46-56 (2016) - [j1]Sihang Zhou
Random Fourier extreme learning machine with ℓ2, 1-norm regularization. Neurocomputing 174: 143-153 (2016) - [c3]Siqi Wang, Lili Zhao, En Zhu, Jianping Yin, Heling Yang:
Ensemble One-Class Extreme Learning Machine Based on Overlapping Data Partition. ICCSIP 2016: 408-416 - [c2]Siqi Wang, En Zhu, Jianping Yin, Fatih Porikli:
Anomaly detection in crowded scenes by SL-HOF descriptor and foreground classification. ICPR 2016: 3398-3403 - [c1]Siqi Wang, En Zhu, Jianping Yin:
Video anomaly detection based on ULGP-OF descriptor and one-class ELM. IJCNN 2016: 2630-2637
Coauthor Index
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