Siqi Wang

According to our database, Siqi Wang authored at least 46 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

SAMCL: Subgraph-Aligned Multiview Contrastive Learning for Graph Anomaly Detection.

Jingtao Hu, Bin Xiao, Hu Jin, Jingcan Duan, Siwei Wang, Zhao Lv, Siqi Wang, Xinwang Liu, En Zhu

IEEE Trans. Neural Networks Learn. Syst., January, 2025

2024

Multiview Deep Anomaly Detection: A Systematic Exploration.

Siqi Wang, Jiyuan Liu, Guang Yu, Xinwang Liu, Sihang Zhou, En Zhu, Yuexiang Yang, Jianping Yin, Wenjing Yang

IEEE Trans. Neural Networks Learn. Syst., February, 2024

Active-Passive Federated Learning for Vertically Partitioned Multi-view Data.

Jiyuan Liu, Xinwang Liu, Siqi Wang, Xingchen Hu, Qing Liao, Xinhang Wan, Yi Zhang, Xin Lv, Kunlun He

CoRR, 2024

2023

E$^{3}$3Outlier: a Self-Supervised Framework for Unsupervised Deep Outlier Detection.

Siqi Wang, Yijie Zeng, Guang Yu, Zhen Cheng, Xinwang Liu, Sihang Zhou, En Zhu, Marius Kloft, Jianping Yin, Qing Liao

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Multiple Kernel Clustering With Compressed Subspace Alignment.

Sihang Zhou, Qiyuan Ou, Xinwang Liu, Siqi Wang, Luyan Liu, Siwei Wang, En Zhu, Jianping Yin, Xin Xu

IEEE Trans. Neural Networks Learn. Syst., 2023

Video Anomaly Detection via Visual Cloze Tests.

Guang Yu, Siqi Wang, Zhiping Cai, Xinwang Liu, En Zhu, Jianping Yin

IEEE Trans. Inf. Forensics Secur., 2023

Abstract: MOOD 2020 - A Public Benchmark for Out-of-distribution Detection and Localization on Medical Images.

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, Nina Shvetsova, Irina Fedulova, Dmitry V. Dylov, Baolun Yu, Jianyang Zhai, Jingtao Hu, Runxuan Si, Sihang Zhou, Siqi Wang, Xinyang Li, Xuerun Chen, Yang Zhao, Sergio Naval Marimont, Giacomo Tarroni, Victor Saase, Lena Maier-Hein, Klaus H. Maier-Hein

Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

DrugProtKGE: Weakly Supervised Knowledge Graph Embedding for Highly-Effective Drug-Protein Interaction Representation.

Yanlong Qiu, Siqi Wang, Xi Yang, Xinyuan Qiu, Chengkun Wu, Yingbo Cui, Canqun Yang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images.

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, Nina Shvetsova, Irina Fedulova, Dmitry V. Dylov, Baolun Yu, Jianyang Zhai, Jingtao Hu, Runxuan Si, Sihang Zhou, Siqi Wang, Xinyang Li, Xuerun Chen, Yang Zhao, Sergio Naval Marimont, Giacomo Tarroni, Victor Saase, Lena Maier-Hein, Klaus H. Maier-Hein

IEEE Trans. Medical Imaging, 2022

A Self-Supervised Gait Encoding Approach With Locality-Awareness for 3D Skeleton Based Person Re-Identification.

Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Yi Guo, Jun Cheng, Xinwang Liu, Bin Hu

IEEE Trans. Pattern Anal. Mach. Intell., 2022

FlowDNN: a physics-informed deep neural network for fast and accurate flow prediction.

Donglin Chen, Xiang Gao, Chuanfu Xu, Siqi Wang, Shizhao Chen, Jianbin Fang, Zheng Wang

Frontiers Inf. Technol. Electron. Eng., 2022

Effective Video Abnormal Event Detection by Learning A Consistency-Aware High-Level Feature Extractor.

Guang Yu, Siqi Wang, Zhiping Cai, Xinwang Liu, Chengkun Wu

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Detecting Anomalous Events from Unlabeled Videos via Temporal Masked Auto-Encoding.

Jingtao Hu, Guang Yu, Siqi Wang, En Zhu, Zhiping Cai, Xinzhong Zhu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Stgat-Mad : Spatial-Temporal Graph Attention Network For Multivariate Time Series Anomaly Detection.

Jun Zhan, Siqi Wang, Xiandong Ma, Chengkun Wu, Canqun Yang, Detian Zeng, Shilin Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

Deep Anomaly Discovery from Unlabeled Videos via Normality Advantage and Self-Paced Refinement.

Guang Yu, Siqi Wang, Zhiping Cai, Xinwang Liu, Chuanfu Xu, Chengkun Wu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Facial Expression Recognition Using Frequency Neural Network.

Yan Tang, Xingming Zhang, Xiping Hu, Siqi Wang, Haoxiang Wang

IEEE Trans. Image Process., 2021

Improved autoencoder for unsupervised anomaly detection.

Zhen Cheng, Siwei Wang, Pei Zhang, Siqi Wang, Xinwang Liu, En Zhu

Int. J. Intell. Syst., 2021

Video Abnormal Event Detection by Learning to Complete Visual Cloze Tests.

Siqi Wang, Guang Yu, Zhiping Cai, Xinwang Liu, En Zhu, Jianping Yin, Qing Liao

CoRR, 2021

Sensing Anomalies like Humans: A Hominine Framework to Detect Abnormal Events from Unlabeled Videos.

Siqi Wang, Guang Yu, Zhiping Cai, En Zhu, Xinwang Liu, Jianping Yin, Chengzhang Zhu

CoRR, 2021

Multi-view Deep One-class Classification: A Systematic Exploration.

Siqi Wang, Jiyuan Liu, Guang Yu, Xinwang Liu, Sihang Zhou, En Zhu, Yuexiang Yang, Jianping Yin

CoRR, 2021

Unsupervised Outlier Detection via Transformation Invariant Autoencoder.

Zhen Cheng, En Zhu, Siqi Wang, Pei Zhang, Wang Li

IEEE Access, 2021

Self-Representation Subspace Clustering for Incomplete Multi-view Data.

Jiyuan Liu, Xinwang Liu, Yi Zhang, Pei Zhang, Wenxuan Tu, Siwei Wang, Sihang Zhou, Weixuan Liang, Siqi Wang, Yuexiang Yang

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

One-pass Multi-view Clustering for Large-scale Data.

Jiyuan Liu, Xinwang Liu, Yuexiang Yang, Li Liu, Siqi Wang, Weixuan Liang, Jiangyong Shi

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Unsupervised Online Anomaly Detection With Parameter Adaptation for KPI Abrupt Changes.

Guang Yu, Zhiping Cai, Siqi Wang, Haiwen Chen, Fang Liu, Anfeng Liu

IEEE Trans. Netw. Serv. Manag., 2020

Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events.

Guang Yu, Siqi Wang, Zhiping Cai, En Zhu, Chuanfu Xu, Jianping Yin, Marius Kloft

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification.

Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Huang Da, Jun Cheng, Bin Hu

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

An Efficient and Robust Unsupervised Anomaly Detection Method Using Ensemble Random Projection in Surveillance Videos.

Jingtao Hu, En Zhu, Siqi Wang, Xinwang Liu, Xifeng Guo, Jianping Yin

Sensors, 2019

Fast and unsupervised outlier removal by recurrent adaptive reconstruction extreme learning machine.

Siqi Wang, Qiang Liu, Xifeng Guo, En Zhu, Jianping Yin

Int. J. Mach. Learn. Cybern., 2019

Effective End-to-end Unsupervised Outlier Detection via Inlier Priority of Discriminative Network.

Siqi Wang, Yijie Zeng, Xinwang Liu, En Zhu, Jianping Yin, Chuanfu Xu, Marius Kloft

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Two-stage Unsupervised Video Anomaly Detection using Low-rank based Unsupervised One-class Learning with Ridge Regression.

Jingtao Hu, En Zhu, Siqi Wang, Siwei Wang, Xinwang Liu, Jianping Yin

Proceedings of the International Joint Conference on Neural Networks, 2019

Towards Intelligent Decision Making in Emotion-aware Applications.

Jiaqi Wang, Siqi Wang, Yanxiang Guo, Xiping Hu, Xitong Li, Jun Cheng

Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

Robustness Can Be Cheap: A Highly Efficient Approach to Discover Outliers under High Outlier Ratios.

Siqi Wang, En Zhu, Xiping Hu, Xinwang Liu, Qiang Liu, Jianping Yin, Fei Wang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Incremental multiple kernel extreme learning machine and its application in Robo-advisors.

Jingming Xue, Qiang Liu, Miaomiao Li, Xinwang Liu, Yongkai Ye, Siqi Wang, Jianping Yin

Soft Comput., 2018

Hyperparameter selection of one-class support vector machine by self-adaptive data shifting.

Siqi Wang, Qiang Liu, En Zhu, Fatih Porikli, Jianping Yin

Pattern Recognit., 2018

Video anomaly detection and localization by local motion based joint video representation and OCELM.

Siqi Wang, En Zhu, Jianping Yin, Fatih Porikli

Neurocomputing, 2018

BEBP: An Poisoning Method Against Machine Learning Based IDSs.

Pan Li, Qiang Liu, Wentao Zhao, Dongxu Wang, Siqi Wang

CoRR, 2018

Detecting Abnormality without Knowing Normality: A Two-stage Approach for Unsupervised Video Abnormal Event Detection.

Siqi Wang, Yijie Zeng, Qiang Liu, Chengzhang Zhu, En Zhu, Jianping Yin

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Octree-based Convolutional Autoencoder Extreme Learning Machine for 3D Shape Classification.

Jichao Chen, Yijie Zeng, Siqi Wang, Soh Ling Min, Guang-Bin Huang

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Chronic Poisoning against Machine Learning Based IDSs Using Edge Pattern Detection.

Pan Li, Qiang Liu, Wentao Zhao, Dongxu Wang, Siqi Wang

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017

MST-GEN: An Efficient Parameter Selection Method for One-Class Extreme Learning Machine.

Siqi Wang, Qiang Liu, En Zhu, Jianping Yin, Wentao Zhao

IEEE Trans. Cybern., 2017

Complete three-phase detection framework for identifying abnormal cervical cells.

Lili Zhao, Kuan Li, Jianping Yin, Qiang Liu, Siqi Wang

IET Image Process., 2017

2016

Random Fourier extreme learning machine with ℓ_{2, 1}-norm regularization.

Sihang Zhou, Xinwang Liu, Qiang Liu, Siqi Wang, Chengzhang Zhu, Jianping Yin

Neurocomputing, 2016

Automatic cytoplasm and nuclei segmentation for color cervical smear image using an efficient gap-search MRF.

Lili Zhao, Kuan Li, Mao Wang, Jianping Yin, En Zhu, Chengkun Wu, Siqi Wang, Chengzhang Zhu

Comput. Biol. Medicine, 2016

Video anomaly detection based on ULGP-OF descriptor and one-class ELM.

Siqi Wang, En Zhu, Jianping Yin

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Anomaly detection in crowded scenes by SL-HOF descriptor and foreground classification.

Siqi Wang, En Zhu, Jianping Yin, Fatih Porikli

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Ensemble One-Class Extreme Learning Machine Based on Overlapping Data Partition.

Siqi Wang, Lili Zhao, En Zhu, Jianping Yin, Heling Yang

Proceedings of the Cognitive Systems and Signal Processing, 2016