Jianlong Zhou

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 80

Top Topics

Tumor Segmentation

Decision Making

Top Venues

CHI Extended Abstracts

Publications

Boyuan Zheng, Sunny Verma, Jianlong Zhou, Ivor W. Tsang, Fang Chen
Imitation Learning: Progress, Taxonomies and Challenges. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Rongcheng Wu, Mingzhe Wang, Zhidong Li, Jianlong Zhou, Fang Chen, Xuan Wang, Changming Sun
Few-Shot Stereo Matching with High Domain Adaptability Based on Adaptive Recursive Network. Int. J. Comput. Vis. 132 (5) (2024)
Boyuan Zheng, Jianlong Zhou, Fang Chen
Interpretable Robotic Manipulation from Language. CoRR (2024)
Fang Chen, Jianlong Zhou, Andreas Holzinger, Kenneth R. Fleischmann, Simone Stumpf
Artificial Intelligence Ethics and Trust: From Principles to Practice. IEEE Intell. Syst. 38 (6) (2023)
Yiqiao Li, Jianlong Zhou, Yifei Dong, Niusha Shafiabady, Fang Chen
ACGAN-GNNExplainer: Auxiliary Conditional Generative Explainer for Graph Neural Networks. CoRR (2023)
Mingming Zheng, Jianlong Zhou, Guiyang Pu, Ruoxu Wang, Wei Peng
Embedded CR Assisted NOMA for IoT Resource Allocation: A Case Study of Vehicle Networks. VTC Fall (2023)
Yiqiao Li, Jianlong Zhou, Yifei Dong, Niusha Shafiabady, Fang Chen
ACGAN-GNNExplainer: Auxiliary Conditional Generative Explainer for Graph Neural Networks. CIKM (2023)
Yiqiao Li, Jianlong Zhou, Boyuan Zheng, Fang Chen
GANExplainer: GAN-based Graph Neural Networks Explainer. CoRR (2023)
Zecheng Liu, Jia Wei, Rui Li, Jianlong Zhou
SFusion: Self-attention Based N-to-One Multimodal Fusion Block. MICCAI (2) (2023)
Jianlong Zhou, Heimo Müller, Andreas Holzinger, Fang Chen
Ethical ChatGPT: Concerns, Challenges, and Commandments. CoRR (2023)
Zecheng Liu, Jia Wei, Rui Li, Jianlong Zhou
Learning multi-modal brain tumor segmentation from privileged semi-paired MRI images with curriculum disentanglement learning. Comput. Biol. Medicine 159 (2023)
Boyuan Zheng, Jianlong Zhou, Chunjie Liu, Yiqiao Li, Fang Chen
Explaining Imitation Learning through Frames. CoRR (2023)
Jianlong Zhou, Boyuan Zheng, Fang Chen
Effects of Uncertainty and Knowledge Graph on Perception of Fairness. IUI Companion (2023)
Ashwin Kumar Raja, Jianlong Zhou
AI Accountability: Approaches, Affecting Factors, and Challenges. Computer 56 (4) (2023)
Jianlong Zhou, Fang Chen
AI ethics: from principles to practice. AI Soc. 38 (6) (2023)
Michael James Horry, Subrata Chakraborty, Biswajeet Pradhan, Manoranjan Paul, Jing Zhu, Prabal Datta Barua, U. Rajendra Acharya, Fang Chen, Jianlong Zhou
Full-resolution Lung Nodule Segmentation from Chest X-ray Images using Residual Encoder-Decoder Networks. CoRR (2023)
Md. Rafiqul Islam, Md. Kowsar Hossain Sakib, Anwaar Ulhaq, Shanjita Akter, Jianlong Zhou, David Asirvathamt
SIDVis: Designing Visual Interactive System for Analyzing Suicide Ideation Detection. IV (2023)
Boyuan Zheng, Jianlong Zhou, Fang Chen
Genetic Imitation Learning by Reward Extrapolation. CoRR (2023)
Michael J. Horry, Subrata Chakraborty, Biswajeet Pradhan, Manoranjan Paul, Jing Zhu, Prabal Datta Barua, Hasan Saeed Mir, Fang Chen, Jianlong Zhou, U. Rajendra Acharya
Full-Resolution Lung Nodule Localization From Chest X-Ray Images Using Residual Encoder-Decoder Networks. IEEE Access 11 (2023)
Jianlong Zhou, Suzanne Sheppard-Law, Chun Xiao, Judith Smith, Aimee Lamb, Carmen Axisa, Fang Chen
Leveraging twitter data to understand nurses' emotion dynamics during the COVID-19 pandemic. Health Inf. Sci. Syst. 11 (1) (2023)
Bo Wang, Jianlong Zhou, Yiqiao Li, Fang Chen
Impact of Fidelity and Robustness of Machine Learning Explanations on User Trust. AI (2) (2023)
Jitendra Yadav, Avikshit Yadav, Madhvendra Misra, Nripendra P. Rana, Jianlong Zhou
Role of Social Media in Technology Adoption for Sustainable Agriculture Practices: Evidence from Twitter Analytics. Commun. Assoc. Inf. Syst. 52 (2022)
Alessa Angerschmid, Kevin Theuermann, Andreas Holzinger, Fang Chen, Jianlong Zhou
Effects of Fairness and Explanation on Trust in Ethical AI. CD-MAKE (2022)
Alessa Angerschmid, Jianlong Zhou, Kevin Theuermann, Fang Chen, Andreas Holzinger
Fairness and Explanation in AI-Informed Decision Making. Mach. Learn. Knowl. Extr. 4 (2) (2022)
Jianlong Zhou, Zhidong Li, Chun Xiao, Fang Chen
Does a Compromise on Fairness Exist in Using AI Models? AI (2022)
Lihang Wen, Jianlong Zhou, Weidong Huang, Fang Chen
A Survey of Facial Capture for Virtual Reality. IEEE Access 10 (2022)
Yiqiao Li, Jianlong Zhou, Sunny Verma, Fang Chen
A Survey of Explainable Graph Neural Networks: Taxonomy and Evaluation Metrics. CoRR (2022)
Yiqiao Li, Sunny Verma, Shuiqiao Yang, Jianlong Zhou, Fang Chen
Are Graph Neural Network Explainers Robust to Graph Noises? AI (2022)
Jianlong Zhou, Xianglin Miao, Feijuan He, Yalin Miao
Effects of Font Style and Font Color in News Text on User Cognitive Load in Intelligent User Interfaces. IEEE Access 10 (2022)
Jianlong Zhou, Shuiqiao Yang, Chun Xiao, Fang Chen
Examination of Community Sentiment Dynamics due to COVID-19 Pandemic: A Case Study from a State in Australia. SN Comput. Sci. 2 (3) (2021)
Jianlong Zhou, Hamad Zogan, Shuiqiao Yang, Shoaib Jameel, Guandong Xu, Fang Chen
Detecting Community Depression Dynamics Due to COVID-19 Pandemic in Australia. IEEE Trans. Comput. Soc. Syst. 8 (4) (2021)
Simon Luo, Victor W. Chu, Zhidong Li, Yang Wang, Jianlong Zhou, Fang Chen, Raymond K. Wong
Multi-task learning by hierarchical Dirichlet mixture model for sparse failure prediction. Int. J. Data Sci. Anal. 12 (1) (2021)
Md. Rafiqul Islam, Jiaming Zhang, Md. Hamjajul Ashmafee, Imran Razzak, Jianlong Zhou, Xianzhi Wang, Guandong Xu
ExVis: Explainable Visual Decision Support System for Risk Management. BESC (2021)
Boyuan Zheng, Sunny Verma, Jianlong Zhou, Ivor W. Tsang, Fang Chen
Imitation Learning: Progress, Taxonomies and Opportunities. CoRR (2021)
Xin Hu, Lingling Zhang, Jun Liu, Qinghua Zheng, Jianlong Zhou
Fs-DSM: Few-Shot Diagram-Sentence Matching via Cross-Modal Attention Graph Model. IEEE Trans. Image Process. 30 (2021)
Jianlong Zhou, Weidong Huang, Fang Chen
Facilitating Machine Learning Model Comparison and Explanation Through A Radial Visualisation. CoRR (2021)
Jianlong Zhou, Sunny Verma, Mudit Mittal, Fang Chen
Understanding Relations Between Perception of Fairness and Trust in Algorithmic Decision Making. CoRR (2021)
Jianlong Zhou, Sunny Verma, Mudit Mittal, Fang Chen
Understanding Relations Between Perception of Fairness and Trust in Algorithmic Decision Making. BESC (2021)
Jianlong Zhou, Hamad Zogan, Shuiqiao Yang, Shoaib Jameel, Guandong Xu, Fang Chen
Detecting Community Depression Dynamics Due to COVID-19 Pandemic in Australia. CoRR (2020)
Jianlong Zhou, Fang Chen, Andreas Holzinger
Towards Explainability for AI Fairness. xxAI@ICML (2020)
Jianlong Zhou, Fang Chen, Adam Berry, Mike Reed, Shujia Zhang, Siobhan Savage
A Survey on Ethical Principles of AI and Implementations. SSCI (2020)
Jianlong Zhou, Shuiqiao Yang, Chun Xiao, Fang Chen
Examination of community sentiment dynamics due to covid-19 pandemic: a case study from Australia. CoRR (2020)
Jianlong Zhou, Weidong Huang, Fang Chen
A Radial Visualisation for Model Comparison and Feature Identification. PacificVis (2020)
Jianlong Zhou, Simon Luo, Fang Chen
Effects of personality traits on user trust in human-machine collaborations. J. Multimodal User Interfaces 14 (4) (2020)
Jie Ma, Jun Liu, Junjun Li, Qinghua Zheng, Qingyu Yin, Jianlong Zhou, Yi Huang
XTQA: Span-Level Explanations of the Textbook Question Answering. CoRR (2020)
Jianlong Zhou, Huaiwen Hu, Zhidong Li, Kun Yu, Fang Chen
Physiological Indicators for User Trust in Machine Learning with Influence Enhanced Fact-Checking. CD-MAKE (2019)
Simon Luo, Victor W. Chu, Zhidong Li, Yang Wang, Jianlong Zhou, Fang Chen, Raymond K. Wong
Multitask Learning for Sparse Failure Prediction. PAKDD (1) (2019)
Jianlong Zhou, Zhidong Li, Huaiwen Hu, Kun Yu, Fang Chen, Zelin Li, Yang Wang
Effects of Influence on User Trust in Predictive Decision Making. CHI Extended Abstracts (2019)
Kun Yu, Shlomo Berkovsky, Ronnie Taib, Jianlong Zhou, Fang Chen
Do I trust my machine teammate?: an investigation from perception to decision. IUI (2019)
Jianlong Zhou, Syed Z. Arshad, Xiuying Wang, Zhidong Li, Dagan Feng, Fang Chen
End-User Development for Interactive Data Analytics: Uncertainty, Correlation and User Confidence. IEEE Trans. Affect. Comput. 9 (3) (2018)
Jianlong Zhou, Fang Chen
: revealing human cognition states in data analytics-driven decision making with a multimodal interface. J. Multimodal User Interfaces 12 (2) (2018)
Sharon L. Oviatt, Kevin Hang, Jianlong Zhou, Kun Yu, Fang Chen
Dynamic Handwriting Signal Features Predict Domain Expertise. ACM Trans. Interact. Intell. Syst. 8 (3) (2018)
Hui Cui, Xiuying Wang, Jianlong Zhou, Guanzhong Gong, Stefan Eberl, Yong Yin, Lisheng Wang, Dagan Feng, Michael J. Fulham
A topo-graph model for indistinct target boundary definition from anatomical images. Comput. Methods Programs Biomed. 159 (2018)
Simon Luo, Jianlong Zhou, Henry Been-Lirn Duh, Fang Chen
BVP Feature Signal Analysis for Intelligent User Interface. CHI Extended Abstracts (2017)
Jianlong Zhou, Zelin Li, Weiming Zhi, Bin Liang, Daniel Aaron Moses, Laughlin Dawes
Using Convolutional Neural Networks and Transfer Learning for Bone Age Classification. DICTA (2017)
Jianlong Zhou, Jinjun Sun, Yang Wang, Fang Chen
Wrapping practical problems into a machine learning framework: using water pipe failure prediction as a case study. Int. J. Intell. Syst. Technol. Appl. 16 (3) (2017)
Simon Luo, Victor W. Chu, Jianlong Zhou, Fang Chen, Raymond K. Wong, Weidong Huang
A Multivariate Clustering Approach for Infrastructure Failure Predictions. BigData Congress (2017)
Zhenghao Chen, Jianlong Zhou, Xiuying Wang
Visual Analytics of Movement Pattern Based on Time-Spatial Data: A Neural Net Approach. CoRR (2017)
Jianlong Zhou, Syed Z. Arshad, Simon Luo, Fang Chen
Effects of Uncertainty and Cognitive Load on User Trust in Predictive Decision Making. INTERACT (4) (2017)
Zhenghao Chen, Jianlong Zhou, Xiuying Wang, Jeremy Swanson, Fang Chen, Dagan Feng
Neural net-based and safety-oriented visual analytics for time-spatial data. IJCNN (2017)
Hui Cui, Xiuying Wang, Jianlong Zhou, Guanzhong Gong, Yong Yin, Dagan Feng
Computational boundary definition by geodesic graph model. ISBI (2017)
Kun Yu, Shlomo Berkovsky, Ronnie Taib, Dan Conway, Jianlong Zhou, Fang Chen
User Trust Dynamics: An Investigation Driven by Differences in System Performance. IUI (2017)
Jianlong Zhou, Syed Z. Arshad, Simon Luo, Kun Yu, Shlomo Berkovsky, Fang Chen
Indexing Cognitive Load using Blood Volume Pulse Features. CHI Extended Abstracts (2017)
Dan Conway, Fang Chen, Kun Yu, Jianlong Zhou, Richard Morris
Misplaced Trust: A Bias in Human-Machine Trust Attribution - In Contradiction to Learning Theory. CHI Extended Abstracts (2016)
Hui Cui, Xiuying Wang, Jianlong Zhou, Guanzhong Gong, Yong Yin, Fu Zheng, Dagan Feng
Learning multi-modality local and global affinities in graph based ranking for automated lung tumor delineation. ISBI (2016)
Kun Yu, Shlomo Berkovsky, Dan Conway, Ronnie Taib, Jianlong Zhou, Fang Chen
Trust and Reliance Based on System Accuracy. UMAP (2016)
Jianlong Zhou, Xiuying Wang, Hui Cui, Peng Gong, Xianglin Miao, Yalin Miao, Chun Xiao, Fang Chen, Dagan Feng
Topology-aware illumination design for volume rendering. BMC Bioinform. 17 (2016)
Jianlong Zhou, Zelin Li, Zongjian Zhang, Bin Liang, Fang Chen
Visual Analytics of Relations of Multi-Attributes in Big Infrastructure Data. BDVA (2016)
Hui Cui, Xiuying Wang, Weiran Lin, Jianlong Zhou, Stefan Eberl, Dagan Feng, Michael J. Fulham
Primary lung tumor segmentation from PET-CT volumes with spatial-topological constraint. Int. J. Comput. Assist. Radiol. Surg. 11 (1) (2016)
Wenhong Wei, Jianlong Zhou, Fang Chen, Huaqiang Yuan
Constrained differential evolution using generalized opposition-based learning. Soft Comput. 20 (11) (2016)
Jianlong Zhou, Syed Z. Arshad, Kun Yu, Fang Chen
Correlation for user confidence in predictive decision making. OZCHI (2016)
Jianlong Zhou, M. Asif Khawaja, Zhidong Li, Jinjun Sun, Yang Wang, Fang Chen
Making machine learning useable by revealing internal states update - a transparent approach. Int. J. Comput. Sci. Eng. 13 (4) (2016)
Syed Z. Arshad, Jianlong Zhou, Constant Bridon, Fang Chen, Yang Wang
Investigating User Confidence for Uncertainty Presentation in Predictive Decision Making. OZCHI (2015)
Sharon L. Oviatt, Kevin Hang, Jianlong Zhou, Fang Chen
Spoken Interruptions Signal Productive Problem Solving and Domain Expertise in Mathematics. ICMI (2015)
Jianlong Zhou, Ju-Young Jung, Fang Chen
Dynamic Workload Adjustments in Human-Machine Systems Based on GSR Features. INTERACT (1) (2015)
Jianlong Zhou, Jinjun Sun, Fang Chen, Xiuying Wang, Xianglin Miao
Safety-oriented visual analytics of people movement. VAST (2015)
Jianlong Zhou, Constant Bridon, Fang Chen, Ahmad Khawaji, Yang Wang
Be Informed and Be Involved: Effects of Uncertainty and Correlation on User's Confidence in Decision Making. CHI Extended Abstracts (2015)
Ahmad Khawaji, Jianlong Zhou, Fang Chen, Nadine Marcus
Using Galvanic Skin Response (GSR) to Measure Trust and Cognitive Load in the Text-Chat Environment. CHI Extended Abstracts (2015)
Jianlong Zhou, Jinjun Sun, Fang Chen, Yang Wang, Ronnie Taib, Ahmad Khawaji, Zhidong Li
Measurable Decision Making with GSR and Pupillary Analysis for Intelligent User Interface. ACM Trans. Comput. Hum. Interact. 21 (6) (2015)
Jianlong Zhou, Fang Chen
Making machine learning useable. Int. J. Intell. Syst. Technol. Appl. 14 (2) (2015)
Jianlong Zhou, Xiuying Wang, Dagan Feng
Importance-aware lighting design in volume visualization. ICARCV (2014)
Hui Cui, Xiuying Wang, Jianlong Zhou, Michael J. Fulham, Stefan Eberl, Dagan Feng
Topology constraint graph-based model for non-small-cell lung tumor segmentation from PET volumes. ISBI (2014)
Ahmad Khawaji, Fang Chen, Jianlong Zhou, Nadine Marcus
Trust and cognitive load in the text-chat environment: the role of mouse movement. OZCHI (2014)
Jianlong Zhou, Kevin Hang, Sharon L. Oviatt, Kun Yu, Fang Chen
Combining empirical and machine learning techniques to predict math expertise using pen signal features. MLA@ICMI (2014)
Ahmad Khawaji, Fang Chen, Nadine Marcus, Jianlong Zhou
Trust and cooperation in text-based computer-mediated communication. OZCHI (2013)
Jianlong Zhou, Chun Xiao, Masahiro Takatsuka
A multi-dimensional importance metric for contour tree simplification. J. Vis. 16 (4) (2013)
Fuhui Long, Jianlong Zhou, Hanchuan Peng
Visualization and Analysis of 3D Microscopic Images. PLoS Comput. Biol. 8 (6) (2012)
Jianlong Zhou, Chun Xiao
Similarity-driven multi-level partial contour tree simplification. FSKD (2012)
Jianlong Zhou, Ivan Lee, Bruce H. Thomas, Roland Menassa, Anthony Farrant, Andrew Sansome
In-Situ Support for Automotive Manufacturing Using Spatial Augmented Reality. Int. J. Virtual Real. 11 (1) (2012)
Jianlong Zhou, Ivan Lee, Bruce H. Thomas, Roland Menassa, Anthony Farrant, Andrew Sansome
Applying spatial augmented reality to facilitate in-situ support for automotive spot welding inspection. VRCAI (2011)
Jianlong Zhou, Masahiro Takatsuka
Automatic Transfer Function Generation Using Contour Tree Controlled Residue Flow Model and Color Harmonics. IEEE Trans. Vis. Comput. Graph. 15 (6) (2009)
Jianlong Zhou, Chun Xiao, Zhiyan Wang, Masahiro Takatsuka
A concept of volume rendering guided search process to analyze medical data set. Comput. Medical Imaging Graph. 32 (2) (2008)
Jianlong Zhou, Zhiyan Wang, Klaus D. Tönnies
Focal Region-based Volume Rendering. Int. J. Pattern Recognit. Artif. Intell. 20 (5) (2006)
Jianlong Zhou, Andreas Döring, Klaus D. Tönnies
Control of Object Visibility in Volume Rendering - a Distance-based Approach. Int. J. Image Graph. 5 (4) (2005)
Jianlong Zhou
The roles of perception for volume visualization and designing volume visualization methods based on perceptual factors. APGV (2005)
Jianlong Zhou, Andreas Döring, Klaus D. Tönnies
Distance Based Enhancement for Focal Region Based Volume Rendering. Bildverarbeitung für die Medizin (2004)
Jianlong Zhou, Manfred Hinz, Klaus D. Tönnies
Hybrid Focal Region-Based Volume Rednering of Medical Data. Bildverarbeitung für die Medizin (2002)
Jianlong Zhou, Manfred Hinz, Klaus D. Tönnies
Focal Region-Guided Feature-Based Volume Rendering. 3DPVT (2002)