Siqi Wang - RankMe

60 papers A* 14A 1B 4Misc 1Journal 35Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	"Stones From Other Hills Can Polish Jade": Zero-Shot Anomaly Synthesis via Cross-Domain Anomaly Injection. IEEE Trans. Image Process. Siqi Wang, Yuanze Hu, Xinwang Liu, Siwei Wang, Guangpu Wang, Chuanfu Xu, Jie Liu, Ping Chen
2026	A*	`conf`	Attention to Threat-Relevant Objects: Reasoning Detection in Autonomous Driving via Multimodal Large Language Models. AAAI Yulin He, Wei Chen, Xinbiao Gan, Siqi Wang, Haotian Wang, Yusong Tan
2026	J	`jnl`	Communication-Efficient Federated Multi-View Clustering. IEEE Trans. Pattern Anal. Mach. Intell. Jiyuan Liu, Xinwang Liu, Siqi Wang, Xinhang Wan, Dongsheng Li, Kai Lu, Kunlun He
2026	J	`jnl`	SCAD: A self-constrained solution to automate context-guided zero-shot image anomaly detection. Neural Networks Siqi Wang, Guangpu Wang, Xinwang Liu, Jie Liu, Jiyuan Liu, Siwei Wang
2025	J	`jnl`	"Stones from Other Hills can Polish Jade": Zero-shot Anomaly Image Synthesis via Cross-domain Anomaly Injection. CoRR Siqi Wang, Yuanze Hu, Xinwang Liu, Siwei Wang, Guangpu Wang, Chuanfu Xu, Jie Liu, Ping Chen
2025	A*	`conf`	Achieving Speed-Accuracy Balance in Vision-based 3D Occupancy Prediction via Geometric-Semantic Disentanglement. AAAI Yulin He, Wei Chen, Siqi Wang, Tianci Xun, Yusong Tan
2025	A*	`conf`	PG3D-ViT: A Prompt-Guided 3D Vision Transformer for Medical Image Classification. ICDM Jue Gong, Ke Zuo, Qinglin Wang, Siqi Wang, Xiaoguang Mao, Jie Liu
2025	J	`jnl`	Recalling Unknowns Without Losing Precision: An Effective Solution to Large Model-Guided Open World Object Detection. IEEE Trans. Image Process. Yulin He, Wei Chen, Siqi Wang, Tianrui Liu, Meng Wang
2025	J	`jnl`	SAMCL: Subgraph-Aligned Multiview Contrastive Learning for Graph Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. Jingtao Hu, Bin Xiao, Hu Jin, Jingcan Duan, Siwei Wang, Zhao Lv, Siqi Wang, Xinwang Liu, En Zhu
2025	A*	`conf`	UP-Bern: A Unified Progressive Transition Framework for Biomedical Entity Recognition and Normalization. ICDM Yanlong Qiu, Canqun Yang, Siqi Wang
2024	J	`jnl`	Active-Passive Federated Learning for Vertically Partitioned Multi-view Data. CoRR Jiyuan Liu, Xinwang Liu, Siqi Wang, Xingchen Hu, Qing Liao, Xinhang Wan, Yi Zhang, Xin Lv, Kunlun He
2024	J	`jnl`	Multiview Deep Anomaly Detection: A Systematic Exploration. IEEE Trans. Neural Networks Learn. Syst. Siqi Wang, Jiyuan Liu, Guang Yu, Xinwang Liu, Sihang Zhou, En Zhu, Yuexiang Yang, Jianping Yin, Wenjing Yang
2024	A*	`conf`	Sniffing Threatening Open-World Objects in Autonomous Driving by Open-Vocabulary Models. ACM Multimedia Yulin He, Siqi Wang, Wei Chen, Tianci Xun, Yusong Tan
2023	—	`conf`	Abstract: MOOD 2020 - A Public Benchmark for Out-of-distribution Detection and Localization on Medical Images. Bildverarbeitung für die Medizin 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
2023	—	`conf`	DrugProtKGE: Weakly Supervised Knowledge Graph Embedding for Highly-Effective Drug-Protein Interaction Representation. BIBM Yanlong Qiu, Siqi Wang, Xi Yang, Xinyuan Qiu, Chengkun Wu, Yingbo Cui, Canqun Yang
2023	J	`jnl`	E$^{3}$3Outlier: a Self-Supervised Framework for Unsupervised Deep Outlier Detection. IEEE Trans. Pattern Anal. Mach. Intell. Siqi Wang, Yijie Zeng, Guang Yu, Zhen Cheng, Xinwang Liu, Sihang Zhou, En Zhu, Marius Kloft, Jianping Yin, Qing Liao
2023	J	`jnl`	Multiple Kernel Clustering With Compressed Subspace Alignment. IEEE Trans. Neural Networks Learn. Syst. Sihang Zhou, Qiyuan Ou, Xinwang Liu, Siqi Wang, Luyan Liu, Siwei Wang, En Zhu, Jianping Yin, Xin Xu
2023	J	`jnl`	USD: Unknown Sensitive Detector Empowered by Decoupled Objectness and Segment Anything Model. CoRR Yulin He, Wei Chen, Yusong Tan, Siqi Wang
2023	J	`jnl`	Video Anomaly Detection via Visual Cloze Tests. IEEE Trans. Inf. Forensics Secur. Guang Yu, Siqi Wang, Zhiping Cai, Xinwang Liu, En Zhu, Jianping Yin
2022	J	`jnl`	A Self-Supervised Gait Encoding Approach With Locality-Awareness for 3D Skeleton Based Person Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Yi Guo, Jun Cheng, Xinwang Liu, Bin Hu
2022	A*	`conf`	Deep Anomaly Discovery from Unlabeled Videos via Normality Advantage and Self-Paced Refinement. CVPR Guang Yu, Siqi Wang, Zhiping Cai, Xinwang Liu, Chuanfu Xu, Chengkun Wu
2022	A	`conf`	Detecting Anomalous Events from Unlabeled Videos via Temporal Masked Auto-Encoding. ICME Jingtao Hu, Guang Yu, Siqi Wang, En Zhu, Zhiping Cai, Xinzhong Zhu
2022	A*	`conf`	Effective Video Abnormal Event Detection by Learning A Consistency-Aware High-Level Feature Extractor. ACM Multimedia Guang Yu, Siqi Wang, Zhiping Cai, Xinwang Liu, Chengkun Wu
2022	J	`jnl`	FlowDNN: a physics-informed deep neural network for fast and accurate flow prediction. Frontiers Inf. Technol. Electron. Eng. Donglin Chen, Xiang Gao, Chuanfu Xu, Siqi Wang, Shizhao Chen, Jianbin Fang, Zheng Wang
2022	J	`jnl`	MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images. IEEE Trans. Medical Imaging 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
2022	Misc	`conf`	Stgat-Mad : Spatial-Temporal Graph Attention Network For Multivariate Time Series Anomaly Detection. ICASSP Jun Zhan, Siqi Wang, Xiandong Ma, Chengkun Wu, Canqun Yang, Detian Zeng, Shilin Wang
2021	J	`jnl`	Facial Expression Recognition Using Frequency Neural Network. IEEE Trans. Image Process. Yan Tang, Xingming Zhang, Xiping Hu, Siqi Wang, Haoxiang Wang
2021	J	`jnl`	Improved autoencoder for unsupervised anomaly detection. Int. J. Intell. Syst. Zhen Cheng, Siwei Wang, Pei Zhang, Siqi Wang, Xinwang Liu, En Zhu
2021	J	`jnl`	Multi-view Deep One-class Classification: A Systematic Exploration. CoRR Siqi Wang, Jiyuan Liu, Guang Yu, Xinwang Liu, Sihang Zhou, En Zhu, Yuexiang Yang, Jianping Yin
2021	A*	`conf`	One-pass Multi-view Clustering for Large-scale Data. ICCV Jiyuan Liu, Xinwang Liu, Yuexiang Yang, Li Liu, Siqi Wang, Weixuan Liang, Jiangyong Shi
2021	A*	`conf`	Self-Representation Subspace Clustering for Incomplete Multi-view Data. ACM Multimedia Jiyuan Liu, Xinwang Liu, Yi Zhang, Pei Zhang, Wenxuan Tu, Siwei Wang, Sihang Zhou, Weixuan Liang, Siqi Wang, Yuexiang Yang
2021	J	`jnl`	Sensing Anomalies like Humans: A Hominine Framework to Detect Abnormal Events from Unlabeled Videos. CoRR Siqi Wang, Guang Yu, Zhiping Cai, En Zhu, Xinwang Liu, Jianping Yin, Chengzhang Zhu
2021	J	`jnl`	Unsupervised Outlier Detection via Transformation Invariant Autoencoder. IEEE Access Zhen Cheng, En Zhu, Siqi Wang, Pei Zhang, Wang Li
2021	J	`jnl`	Video Abnormal Event Detection by Learning to Complete Visual Cloze Tests. CoRR Siqi Wang, Guang Yu, Zhiping Cai, Xinwang Liu, En Zhu, Jianping Yin, Qing Liao
2020	J	`jnl`	A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification. CoRR Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Yi Guo, Jun Cheng, Bin Hu, Xinwang Liu
2020	A*	`conf`	Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events. ACM Multimedia Guang Yu, Siqi Wang, Zhiping Cai, En Zhu, Chuanfu Xu, Jianping Yin, Marius Kloft
2020	J	`jnl`	Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events. CoRR Guang Yu, Siqi Wang, Zhiping Cai, En Zhu, Chuanfu Xu, Jianping Yin, Marius Kloft
2020	A*	`conf`	Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification. IJCAI Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Huang Da, Jun Cheng, Bin Hu
2020	J	`jnl`	Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification. CoRR Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Huang Da, Jun Cheng, Bin Hu
2020	J	`jnl`	Unsupervised Online Anomaly Detection With Parameter Adaptation for KPI Abrupt Changes. IEEE Trans. Netw. Serv. Manag. Guang Yu, Zhiping Cai, Siqi Wang, Haiwen Chen, Fang Liu, Anfeng Liu
2019	J	`jnl`	An Efficient and Robust Unsupervised Anomaly Detection Method Using Ensemble Random Projection in Surveillance Videos. Sensors Jingtao Hu, En Zhu, Siqi Wang, Xinwang Liu, Xifeng Guo, Jianping Yin
2019	A*	`conf`	Effective End-to-end Unsupervised Outlier Detection via Inlier Priority of Discriminative Network. NeurIPS Siqi Wang, Yijie Zeng, Xinwang Liu, En Zhu, Jianping Yin, Chuanfu Xu, Marius Kloft
2019	J	`jnl`	Fast and unsupervised outlier removal by recurrent adaptive reconstruction extreme learning machine. Int. J. Mach. Learn. Cybern. Siqi Wang, Qiang Liu, Xifeng Guo, En Zhu, Jianping Yin
2019	A*	`conf`	Robustness Can Be Cheap: A Highly Efficient Approach to Discover Outliers under High Outlier Ratios. AAAI Siqi Wang, En Zhu, Xiping Hu, Xinwang Liu, Qiang Liu, Jianping Yin, Fei Wang
2019	—	`conf`	Towards Intelligent Decision Making in Emotion-aware Applications. HICSS Jiaqi Wang, Siqi Wang, Yanxiang Guo, Xiping Hu, Xitong Li, Jun Cheng
2019	B	`conf`	Two-stage Unsupervised Video Anomaly Detection using Low-rank based Unsupervised One-class Learning with Ridge Regression. IJCNN Jingtao Hu, En Zhu, Siqi Wang, Siwei Wang, Xinwang Liu, Jianping Yin
2018	J	`jnl`	BEBP: An Poisoning Method Against Machine Learning Based IDSs. CoRR Pan Li, Qiang Liu, Wentao Zhao, Dongxu Wang, Siqi Wang
2018	—	`conf`	Chronic Poisoning against Machine Learning Based IDSs Using Edge Pattern Detection. ICC Pan Li, Qiang Liu, Wentao Zhao, Dongxu Wang, Siqi Wang
2018	A*	`conf`	Detecting Abnormality without Knowing Normality: A Two-stage Approach for Unsupervised Video Abnormal Event Detection. ACM Multimedia Siqi Wang, Yijie Zeng, Qiang Liu, Chengzhang Zhu, En Zhu, Jianping Yin
2018	J	`jnl`	Hyperparameter selection of one-class support vector machine by self-adaptive data shifting. Pattern Recognit. Siqi Wang, Qiang Liu, En Zhu, Fatih Porikli, Jianping Yin
2018	J	`jnl`	Incremental multiple kernel extreme learning machine and its application in Robo-advisors. Soft Comput. Jingming Xue, Qiang Liu, Miaomiao Li, Xinwang Liu, Yongkai Ye, Siqi Wang, Jianping Yin
2018	B	`conf`	Octree-based Convolutional Autoencoder Extreme Learning Machine for 3D Shape Classification. IJCNN Jichao Chen, Yijie Zeng, Siqi Wang, Soh Ling Min, Guang-Bin Huang
2018	J	`jnl`	Video anomaly detection and localization by local motion based joint video representation and OCELM. Neurocomputing Siqi Wang, En Zhu, Jianping Yin, Fatih Porikli
2017	J	`jnl`	Complete three-phase detection framework for identifying abnormal cervical cells. IET Image Process. Lili Zhao, Kuan Li, Jianping Yin, Qiang Liu, Siqi Wang
2017	J	`jnl`	MST-GEN: An Efficient Parameter Selection Method for One-Class Extreme Learning Machine. IEEE Trans. Cybern. Siqi Wang, Qiang Liu, En Zhu, Jianping Yin, Wentao Zhao
2016	B	`conf`	Anomaly detection in crowded scenes by SL-HOF descriptor and foreground classification. ICPR Siqi Wang, En Zhu, Jianping Yin, Fatih Porikli
2016	J	`jnl`	Automatic cytoplasm and nuclei segmentation for color cervical smear image using an efficient gap-search MRF. Comput. Biol. Medicine Lili Zhao, Kuan Li, Mao Wang, Jianping Yin, En Zhu, Chengkun Wu, Siqi Wang, Chengzhang Zhu
2016	—	`conf`	Ensemble One-Class Extreme Learning Machine Based on Overlapping Data Partition. ICCSIP Siqi Wang, Lili Zhao, En Zhu, Jianping Yin, Heling Yang
2016	J	`jnl`	Random Fourier extreme learning machine with ℓ Neurocomputing Sihang Zhou, Xinwang Liu, Qiang Liu, Siqi Wang, Chengzhang Zhu, Jianping Yin
2016	B	`conf`	Video anomaly detection based on ULGP-OF descriptor and one-class ELM. IJCNN Siqi Wang, En Zhu, Jianping Yin