ODD and Behavior Based Scenario Generation for Automated Driving Systems - Xizhe Zhang; Siddartha Khastgir; Justin-Kiyoshi Tiele; Kazuhito Takenaka; Tasuku Hayakawa; Paul A. Jennings (IEEE Access, 2024)

Accumulative Imaging Method of Grounding Grid Topological Features Based on Combined Sources - Xizhe Zhang; Ben Yu; Longhuan Liu; Zhihong Fu; Jinshan Yu; Xin Cheng (IEEE Access, 2024)

Cooperation emerged and survived in scale-free networks in co-evolution and betrayer-prevailing circumstances - Yuhui Qiu; Tianyang Lv; Xizhe Zhang; Honghua Hu; Yuanchi Ma (Appl. Math. Comput., 2024)

A fast algorithm for diffusion source localization in large-scale complex networks - Chunyu Pan; Jie Wang; Di Yan; Changsheng Zhang; Xizhe Zhang (J. Complex Networks, 2024)

Attention-based acoustic feature fusion network for depression detection - Xiao Xu; Yang Wang; Xinru Wei; Fei Wang; Xizhe Zhang (Neurocomputing, 2024)

BrainDAS: Structure-aware domain adaptation network for multi-site brain network analysis - Ruoxian Song; Peng Cao; Guangqi Wen; Pengfei Zhao; Ziheng Huang; Xizhe Zhang; Jinzhu Yang; Osmar R. Zaïane (Medical Image Anal., 2024)

ODD-based Query-time Scenario Mutation Framework for Autonomous Driving Scenario databases - Yun Tang; Dhanush Raj; Xingyu Zhao; Xizhe Zhang; Antonio Anastasio Bruto da Costa; Siddartha Khastgir; Paul A. Jennings (IEEE International Conference on Robotics and Automation, ICRA 2024, Yokohama, Japan, May 13-17, 2024, 2024)

An Analysis on the Minimum Communication Distance for Safe Connected Brakes in Rural LOS Scenarios under IEEE 802.11p - Zhanle Zhao; Yuen Kwan Mo; Xizhe Zhang; Siddartha Khastgir; Matthew D. Higgins (IEEE Intelligent Vehicles Symposium, IV 2024, Jeju Island, Republic of Korea, June 2-5, 2024, 2024)

Exploring Realism in Virtual Testing: Towards a Scalable Platform Using Open-Source Solutions for Automated Driving Systems - Peter Baker; Joseph Mitchell; Emil Chodowiec; Xizhe Zhang; Siddartha Khastgir; Paul A. Jennings (IEEE Intelligent Vehicles Symposium, IV 2024, Jeju Island, Republic of Korea, June 2-5, 2024, 2024)

Faces of the Mind: Unveiling Mental Health States Through Facial Expressions in 11,427 Adolescents - Xiao Xu; Keyin Zhou; Yan Zhang; Yang Wang; Fei Wang; Xizhe Zhang (CoRR, 2024)

Module control of network analysis in psychopathology - Chunyu Pan; Quan Zhang; Yue Zhu; Shengzhou Kong; Juan Liu; Changsheng Zhang; Fei Wang; Xizhe Zhang (CoRR, 2024)

BrainTGL: A dynamic graph representation learning model for brain network analysis - Lingwen Liu; Guangqi Wen; Peng Cao; Tianshun Hong; Jinzhu Yang; Xizhe Zhang; Osmar R. Zaïane (Comput. Biol. Medicine, 2023)

Attention guided learnable time-domain filterbanks for speech depression detection - Wenju Yang; Jiankang Liu; Peng Cao; Rongxin Zhu; Yang Wang; Jian K. Liu; Fei Wang; Xizhe Zhang (Neural Networks, 2023)

Graph Self-Supervised Learning With Application to Brain Networks Analysis - Guangqi Wen; Peng Cao; Lingwen Liu; Jinzhu Yang; Xizhe Zhang; Fei Wang; Osmar R. Zaïane (IEEE J. Biomed. Health Informatics, 2023)

Temporal Weighted Heterogeneous Multigraph Embedding for Ethereum Phishing Scams Detection - Jiahao Hu; Mingpei Cao; Xizhe Zhang; Xiong Zhang; Yuesheng Zhu (26th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2023, Rio de Janeiro, Brazil, May 24-26, 2023, 2023)

A New Targeted Online Password Guessing Algorithm Based on Old Password - Xizhe Zhang; Xiong Zhang; Jiahao Hu; Yuesheng Zhu (26th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2023, Rio de Janeiro, Brazil, May 24-26, 2023, 2023)

Zero-Shot Offline Handwritten Chinese Character Recognition with Graph Embedding - Xiong Zhang; Zhenyu Weng; Xizhe Zhang; Jiahao Hu; Yuesheng Zhu (26th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2023, Rio de Janeiro, Brazil, May 24-26, 2023, 2023)

Domain Knowledge Distillation from Large Language Model: An Empirical Study in the Autonomous Driving Domain - Yun Tang; Antonio Anastasio Bruto da Costa; Xizhe Zhang; Patrick Irvine; Siddartha Khastgir; Paul A. Jennings (25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022, Macau, China, October 8-12, 2022, 2023)

Structured Natural Language for expressing Rules of the Road for Automated Driving Systems - Patrick Irvine; Antonio Anastasio Bruto da Costa; Xizhe Zhang; Siddartha Khastgir; Paul A. Jennings (IEEE Intelligent Vehicles Symposium, IV 2023, Anchorage, AK, USA, June 4-7, 2023, 2023)

BrainUSL: Unsupervised Graph Structure Learning for Functional Brain Network Analysis - Pengshuai Zhang; Guangqi Wen; Peng Cao; Jinzhu Yang; Jinyu Zhang; Xizhe Zhang; Xinrong Zhu; Osmar R. Zaïane; Fei Wang (Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 - 26th International Conference, Vancouver, BC, Canada, October 8-12, 2023, Proceedings, Part VIII, 2023)

A Novel Scenario-Based Testing Approach for Cooperative-Automated Driving Systems - Xizhe Zhang; Yuen Kwan Mo; Emil Chodowiec; Yun Tang; Matthew D. Higgins; Siddartha Khastgir; Paul A. Jennings (IEEE International Conference on Systems, Man, and Cybernetics, SMC 2023, Honolulu, Oahu, HI, USA, October 1-4, 2023, 2023)

Dynamic Optimal Control: A Real-Time Control Optimization Algorithm for Dynamic Networks - Chunyu Pan; Zhao Su; Changsheng Zhang; Xizhe Zhang (CoRR, 2023)

Attention-Based Acoustic Feature Fusion Network for Depression Detection - Xiao Xu; Yang Wang; Xinru Wei; Fei Wang; Xizhe Zhang (CoRR, 2023)

Exploring the relationship between response time sequence in scale answering process and severity of insomnia: a machine learning approach - Zhao Su; Rongxun Liu; Keyin Zhou; Xinru Wei; Ning Wang; Zexin Lin; Yuanchen Xie; Jie Wang; Fei Wang; Shenzhong Zhang; Xizhe Zhang (CoRR, 2023)

A Novel Skill Model Supporting Complex and Reliable Interactions between Users, VPA and External Services - Xizhe Zhang; Demin Yu; Min Liu; Zhongjie Wang (IEEE International Conference on Edge Computing and Communications, EDGE 2022, Barcelona, Spain, July 10-16, 2022, 2022)

Vehicle-to-Everything (V2X) in Scenarios: Extending Scenario Description Language for Connected Vehicle Scenario Descriptions\(^*\) - Patrick Irvine; Peter Baker; Yuen Kwan Mo; Antonio Anastasio Bruto da Costa; Xizhe Zhang; Siddartha Khastgir; Paul A. Jennings (2022 IEEE Intelligent Vehicles Symposium, IV 2022, Aachen, Germany, June 4-9, 2022, 2022)

Validating Simulation Environments for Automated Driving Systems Using 3D Object Comparison Metric - Albert G. Wallace; Siddartha Khastgir; Xizhe Zhang; Simon Brewerton; Benoit Anctil; Peter C. Burns; Dominique Charlebois; Paul A. Jennings (2022 IEEE Intelligent Vehicles Symposium, IV 2022, Aachen, Germany, June 4-9, 2022, 2022)

Writing Accessible and Correct Test Scenarios for Automated Driving Systems - Antonio Anastasio Bruto da Costa; Patrick Irvine; Xizhe Zhang; Siddartha Khastgir; Paul A. Jennings (IEEE International Conference on Systems, Man, and Cybernetics, SMC 2022, Prague, Czech Republic, October 9-12, 2022, 2022)

Control hubs of complex networks and a polynomial-time identification algorithm - Xizhe Zhang; Chunyu Pan; Weixiong Zhang (CoRR, 2022)

Total Controllability Analysis Discovers Explainable Drugs for Covid-19 Therapy and Prevention - Xinru Wei; Chunyu Pan; Xizhe Zhang; Weixiong Zhang (CoRR, 2022)

Response to: Significance and stability of deep learning-based identification of subtypes within major psychiatric disorders. Molecular Psychiatry (2022) - Xizhe Zhang; Fei Wang; Weixiong Zhang (CoRR, 2022)

Identification of cancer-keeping genes as therapeutic targets by finding network control hubs - Xizhe Zhang; Chunyu Pan; Xinru Wei; Meng Yu; Shuangjie Liu; Jun An; Jieping Yang; Baojun Wei; Wenjun Hao; Yang Yao; Yuyan Zhu; Weixiong Zhang (CoRR, 2022)

Test Framework for Automatic Test Case Generation and Execution Aimed at Developing Trustworthy AVs from Both Verifiability and Certifiability Aspects - Xizhe Zhang; Siddartha Khastgir; Hamid Asgari; Paul A. Jennings (24th IEEE International Intelligent Transportation Systems Conference, ITSC 2021, Indianapolis, IN, USA, September 19-22, 2021, 2021)

Studies on the Decrease Mechanisms of Typical Complex Networks - Yuhu Qiu; Tianyang Lyu; Xizhe Zhang; Ruozhou Wang (Modern Management based on Big Data II and Machine Learning and Intelligent Systems III - Proceedings of MMBD 2021 and MLIS 2021, Virtual Event, China, 8-11 November 2021, 2021)

A Two-Level Abstraction ODD Definition Language: Part II - Edward Schwalb; Patrick Irvine; Xizhe Zhang; Siddartha Khastgir; Paul A. Jennings (2021 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2021, Melbourne, Australia, October 17-20, 2021, 2021)

A Two-Level Abstraction ODD Definition Language: Part I - Patrick Irvine; Xizhe Zhang; Siddartha Khastgir; Edward Schwalb; Paul A. Jennings (2021 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2021, Melbourne, Australia, October 17-20, 2021, 2021)

Understanding security failures of multi-factor authentication schemes for multi-server environments - Ding Wang; Xizhe Zhang; Zijian Zhang; Ping Wang (Comput. Secur., 2020)

Early and Efficient Identification of Useless Constraint Propagation for Alldifferent Constraints - Xizhe Zhang; Jian Gao; Yizhi Lv; Weixiong Zhang (Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, 2020)

Scenario Description Language for Automated Driving Systems: A Two Level Abstraction Approach - Xizhe Zhang; Siddartha Khastgir; Paul A. Jennings (2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020, Toronto, ON, Canada, October 11-14, 2020, 2020)

Altering nodes types in controlling complex networks - Xizhe Zhang; Yuyan Zhu; Yongkang Zhao (CoRR, 2019)

Altering control modes of complex networks based on edge removal - Xizhe Zhang; Qian Li (CoRR, 2019)

Altering Indispensable Proteins in Controlling Directed Human Protein Interaction Network - Xizhe Zhang (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

A Fast Algorithm for Generalized Arc Consistency of the Alldifferent Constraint - Xizhe Zhang; Qian Li; Weixiong Zhang (Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden, 2018)

An efficient algorithm for enumerating all possible input nodes in controlling complex networks - Xizhe Zhang; Jianfei Han (CoRR, 2017)

Driver graph: the hidden geometry in controlling complex networks - Xizhe Zhang; Tianyang Lv; Yuanyuan Pu (CoRR, 2016)

Efficient target control of complex networks based on preferential matching - Xizhe Zhang; Huaizhen Wang; Tianyang Lv (CoRR, 2016)

Community discovery of public cloud web services based on structural networks - Xizhe Zhang; Shuai Feng; Ying Yin; Bin Zhang (Ninth International Conference on Natural Computation, ICNC 2013, Shenyang, China, July 23-25, 2013, 2013)

Structure controllability of complex network based on preferential matching - Xizhe Zhang; Tianyang Lv; Bin Zhang (CoRR, 2013)

Analysis on Key Nodes Behavior for Complex Software Network - Xizhe Zhang; Guolong Zhao; Tianyang Lv; Ying Yin; Bin Zhang (Information Computing and Applications - Third International Conference, ICICA 2012, Chengde, China, September 14-16, 2012. Proceedings, 2012)

Mining the Concise Patterns for Service Reliability Prediction - Ying Yin; Xizhe Zhang; Bin Zhang (Information Computing and Applications - Second International Conference, ICICA 2011, Qinhuangdao, China, October 28-31, 2011. Proceedings, Part I, 2011)

Cost-Benefit Analysis for Adaptive Web Service Substitution with Compensation - Ying Yin; Xizhe Zhang; Bin Zhang (Information Computing and Applications - Second International Conference, ICICA 2011, Qinhuangdao, China, October 28-31, 2011. Proceedings, 2011)

Reliable Web Service Selection based on Transactional Risk - Ying Yin; Xizhe Zhang; Bin Zhang (Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1 - July 3, 2010, 2010)

A self-healing composite Web service model - Ying Yin; Bin Zhang; Xizhe Zhang; Yuhai Zhao (4th IEEE Asia-Pacific Services Computing Conference, IEEE APSCC 2009, Singapore, December 7-11 2009, Proceedings, 2009)

A composite web services discovery technique based on community mining - Xizhe Zhang; Ying Yin; Mingwei Zhang; Bin Zhang (4th IEEE Asia-Pacific Services Computing Conference, IEEE APSCC 2009, Singapore, December 7-11 2009, Proceedings, 2009)

Web Service Community Discovery Based on Spectrum Clustering - Xizhe Zhang; Ying Yin; Mingwei Zhang; Bin Zhang (2009 International Conference on Computational Intelligence and Security, CIS 2009, Beijing, China, 11-14 December 2009, Volume 2 - Workshop Papers, 2009)

Composite Service Selection Based on Dot Pattern Mining - Mingwei Zhang; Bin Zhang; Jun Na; Xizhe Zhang; Zhiliang Zhu (2009 IEEE Congress on Services, Part I, SERVICES I 2009, Los Angeles, CA, USA, July 6-10, 2009, 2009)

Virtual Disk Monitor Based on Multi-core EFI - Xizhe Zhang; Shensheng Zhang; Zijian Deng (Advanced Parallel Processing Technologies, 7th International Symposium, APPT 2007, Guangzhou, China, November 22-23, 2007, Proceedings, 2007)

A Multi-core Security Architecture Based on EFI - Xizhe Zhang; Yong Xie; Xuejia Lai; Shensheng Zhang; Zijian Deng (On the Move to Meaningful Internet Systems 2007: CoopIS, DOA, ODBASE, GADA, and IS, OTM Confederated International Conferences CoopIS, DOA, ODBASE, GADA, and IS 2007, Vilamoura, Portugal, November 25-30, 2007, Proceedings, Part II, 2007)

XML Clustering Based on Common Neighbor - Tian-yang Lv; Xi-zhe Zhang; Wanli Zuo; Zhengxuan Wang (Advanced Web and Network Technologies, and Applications, APWeb 2006 International Workshops: XRA, IWSN, MEGA, and ICSE, Harbin, China, January 16-18, 2006, Proceedings, 2006)

Distance Ratio Fractal for Complex Mapping z <- z\(^a\) - Xi-zhe Zhang; Tian-yang Lv; Shaobin Huang; Zhengxuan Wang (Interdisciplinary and Multidisciplinary Research in Computer Science, IEEE CS Proceeding of the First International Multi-Symposium of Computer and Computational Sciences (IMSCCS\(\)06), June 20-24, 2006, Zhejiang University, Hangzhou, China, Vol. 2, 2006)

A New Position Updating Algorithm for Moving Objects - Xin-ying Wang; Sheng-Sheng Wang; Zhengxuan Wang; Tian-yang Lv; Xi-zhe Zhang (Interdisciplinary and Multidisciplinary Research in Computer Science, IEEE CS Proceeding of the First International Multi-Symposium of Computer and Computational Sciences (IMSCCS\(\)06), June 20-24, 2006, Zhejiang University, Hangzhou, China, Vol. 2, 2006)

A Robust Hierarchical Clustering Algorithm and its Application in 3D Model Retrieval - Tian-yang Lv; Shaobin Huang; Xi-zhe Zhang; Zhengxuan Wang (Interdisciplinary and Multidisciplinary Research in Computer Science, IEEE CS Proceeding of the First International Multi-Symposium of Computer and Computational Sciences (IMSCCS\(\)06), June 20-24, 2006, Zhejiang University, Hangzhou, China, Vol. 2, 2006)

Combining Multiple Clustering Methods Based on Core Group - Tian-yang Lv; Shaobin Huang; Xi-zhe Zhang; Zhengxuan Wang (2006 International Conference on Semantics, Knowledge and Grid (SKG 2006), 1-3 November 2006, Guilin, China, 2006)

Clustering XML Documents by Structure Based on Common Neighbor - Xi-zhe Zhang; Tian-yang Lv; Zhengxuan Wang; Wanli Zuo (Computational Intelligence and Security, International Conference, CIS 2005, Xi'an, China, December 15-19, 2005, Proceedings, Part I, 2005)