Selected Publications
  • Hou, Y., Wang, C., Wang, J., Xue, X., Zhang, X., Zhu, J., Wang, D., & Chen, S. (2022). "Visual Evaluation for Autonomous Driving," IEEE Transactions on Visualization and Computer Graphics 28(1), 1030-1039. DOI: 10.1109/TVCG.2021.3114777

  • Wu, H., Deng, Y, Pan, J., Han, T., Hu, Y., Huang, K., & Zhang, X. (2021) "User Capabilities in Eyes-Free Spatial Target Acquisition In Immersive Virtual Reality Environments," Applied Ergonomics, Vol. 94, DOI: 10.1016/j.apergo.2021.103400.

  • Zhang, H., Chen, J., Qiang. Y., Zhao, J. & Zhang X. (2021) "DART: A Visual Analytics System for Understanding Dynamic Association Rule Mining," The Visual Computer. 37(2), 341-357, DOI: 10.1109/s00371-020-01803-x.

  • Lu, J., Chen, W., Ye, H., Wang, J., Mei, H., Gu, Y., Wu, Y., Zhang, X., Ma, K. (2021) "Automatic Generation of Unit Visualization-based Scrollytelling for Impromptu Data Facts Delivery," in Proceedings of the 14th IEEE Pacific Visualization Symposium (PacificVis 2021), pp. 21-30. DOI: https:// 10.1109/PacificVis52677.2021.00011.

  • Deng, D., Wu, J., Wang, J., Wu, Y., Xie, X., Zhou, Z. Zhang, H., Zhang, X., Wu, Y. (2021) "EventAnchor: Reducing Human Interactions in Event Annotation of Racket Sports Videos," in Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI '21). Article 73, 1-13. DOI: 10.1145/3411764.3445431.

  • Wei, D., Yang, C., Zhang, X., Yuan, X. (2021) "Predicting Mouse Click Position Using Long Short-Term Memory Model Trained by Joint Loss Function," in Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (CHI '21). Article 214, 1-6. DOI: 10.1145/3411763.3451651

  • Wu, H., Gai, J., Wang, Y., Liu, J., Qiu, J., Wang, J., Zhang, X. (2020) "Influence of Cultural Factors on Freehand Gesture Design," International Journal of Human-Computer Studies, 143 (November). DOI: 10.1016/j.ijhcs.2020.102502

  • Liu, Y., Wang, J., Wang, W. J., & Zhang, X. (2020) "Experiment Research on HMI Usability Test Environment Based on Driving Simulator," Transaction of Beijing Institute of Technology 40(9), 949-955. DOI: 10.15918/j.tbit1001-0645.2019.176

  • Wu, H., Fu, S., Yang, L., Zhang, X. (2020) "Exploring Frame-based Gesture Design for Immersive VR shopping environments," Behaviour & Information Technology, 22 pages. DOI: 10.1080/0144929x.2020.1795261.

  • Wu, H., Wang, Y., Liu, J., Qiu, J., & Zhang, X. (2020) "User-defined Gesture Interaction for In-vehicle Information Systems," Multimedia Tools and Applications 79(1-2), 263-288. DOI: 10.1007/s11042-019-08075-1

  • Xia, J., Chen, T., Zhang, L., Chen, W., Chen, Y., Zhang, X., Xie, C., Schreck, T. (2020) "SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party Visualization," IEEE Conference on Visual Analytics Science and Technology (VAST) 2020.

  • Han, Y., Wang, Z., Chen, S., Li, G., Zhang, X., Yuan, X. (2020) "Interactive Assigning of Conference Sessions with Visualization and Topic Modeling," IEEE Pacific Visualization Symposium (PacificVis) 2020.

  • Wu, H., Yang, L., Fu, S., Zhang, X. (2019) "Beyond Remote Control: Exploring Natural Gesture Inputs for Smart TV Systems," Journal of Ambient Intelligence and Smart Environments. DOI: 10.3233/AIS-190528.

  • Wu, H., Liu, J., Qiu, J. Zhang, X. (2019) "Seeking Common Ground While Reserving Differences in Gesture Elicitation Studies," Multimedia Tools and Applications. DOI: 10.1007/s11042-018-6853-0.

  • Wu, H., Zhang, S., Liu, J., Qiu, J., Zhang, X. (2019) "The Gesture Disagreement Problem in Free-hand Gesture Interaction," International Journal of Human–Computer Interaction, DOI: 10.1080/10447318.2018.1510607.

  • Wu, H., Wang, Y., Qiu, J., Liu, J. & Zhang, X. (2019) "User-Defined Gesture Interaction for Immersive VR Shopping Applications," Behaviour & Information Technology. 38(7), 726-741. DOI: 10.1080/0144929X.2018.1552313.

  • Gong, J., You, F., Wang, J., & Zhang, X. (2019) "Understanding Behavioural Conflict between the Drivers and Adaptive Cruise Control (ACC) System in Cut-in Scenario," CHIRA 2019 - Proceedings of the 3rd International Conference on Computer-Human Interaction Research and Applications. (pp. 97-103). DOI: 10.5220/0008053600970103.

  • Wong, J. S., & Zhang, X. (2018) "MessageLens: A Visual Analytics System to Support Multifaceted Exploration of MOOC Forum Discussions," Visual Informatics 2(1), 37-49. DOI: 10.1016/j.visinf.2018.04.005.

  • Chen, W, Guo F, Han D, Pan J, Nie X, Xia J, Zhang X.: Structure-Based Suggestive Exploration: A New Approach for Effective Exploration of Large Networks. IEEE VIS 2018 Conference.

  • Huang, J., Tian, F., Fan, X., Zhang, X., Zhai, S.: Understanding the Uncertainty in 1D Unidirectional Moving Target Selection,. CHI  2018, Paper No. 237.

  • Yu, M., Zhang X, Lee D., Kreager D.: Community-Based Recommendation for Cold-Start Problem: A Case Study of Reciprocal Online Dating Recommendation. In: Kaya M., Kawash J., Khoury S., Day MY. (eds) Social Network Based Big Data Analysis and Applications.

  • Zhao, H., Zhang, H., Liu, Y., Zhang, Y., Zhang, X.: Pattern Discovery: A Progressive Visual Analytic Design to Support Categorical Data Analysis. Journal of Visual Languages and Computing, 43, pp. 42-49.

  • Tian, F., Lyu, F., Zhang, X., Ren, X., Wang, H.: An Empirical Study on the Interaction Capability of Arm Stretching. International Journal of Human Computer Interaction, Vol. 33, No. 7, pp. 565-575.

  • Wu, H, Wang, J., & Zhang, X.: Combining hidden Markov model and fuzzy neural network for continuous recognition of complex dynamic gestures. The Visual Computer, Vol. 33, No. 10, pp. 1265-1278.

  • Zhao, J., Wu, W., Zhang, X., Qiang, Y., Liu, T., & Wu, L.: A short-term Trend Prediction Model of Topic over Sina Weibo Dataset. Journal of Combinatorial Optimization. Vol. 28, No. 3, pp. 613-625.

  • Qiang, Y., Pei, B., Wu, W., Zhao, J., Zhang, X., Li, Y., & Wu, L.: Improvement of Path Analysis Algorithm in Social Networks based on HBase. Journal of Combinatorial Optimization. Vol. 28, No. 3, pp. 588-599.

  • Chen, S., Yuan, X., Wang, Z., Guo, C., Liang, J., Wang, Z., Zhang, X., & Zhang, J.: Interactive Visual Discovering of Movement Patterns from Sparsely Sampled Geo-tagged Social Media Data. IEEE Transactions on Visualization and Computer Graphics, Vol. 22, No. 1, pp. 270-279.

  • Chen,Y., Tian, F., Zeng, X., Jiang, C., Zhang, X., Zhu, Y., Wang, H.: UbiSpoon: Pervasive Monitoring of Nervous System Diseases through Daily Life. CHI Extended Abstracts 2014: 2395-2400.

  • Song, H., Fu, Y., Zhang, L., & Zhang, X.: Cursor Caging: Enhancing Focus Targeting in Interactive Fisheye Views. SCIENCE CHINA Information Sciences, Vol. 56, No. 5, pp. 1-16.

  • Li, B., Zhang, W., Zhu, K., Wu, A., & Zhang, X.: A Comparative Study of Two Wayfinding Aids with Simulated Driving Tasks - GPS and a Dual-Scale Exploration Aid. International Journal of Human-Computer Interaction, Vol. 29, No. 3, pp. 169-177.

  • Wu, A., Convertino, G., Ganoe, C., Carroll, J. M., & Zhang, X.: Supporting Collaborative Sense-making in Emergency Management through Geo-visualization. International Journal of Human-Computer Studies. Vol. 71, No. 1, pp. 4-23.

  • Gou, L., & Zhang, X.:SocialNetSense: Supporting Sensemaking of Social and Structural Features in Networks with Interactive Visualization. In Proceedings of IEEE Conference on Visual Analytics Science and Technology. VAST '12, pp. 133 - 142.

  • Chen, H., Gou, L., Zhang, X., & Giles, C. L.:Predicting Recent Links in FOAF Networks. In Proceedings of the 5th International Conference on Social Computing, Behavioral - Cultural Modeling and Prediction. SBP'12, pp. 156-163.

  • Chen, H., Gou, L., Zhang, X., & Giles, C. L.:Discovering Missing Links in Networks Using Vertex Similarity Measures. In Proceedings of the ACM Symposium on Applied Computing. SAC'12, pp. 138 - 143.

  • Jiang, Y., Tian, F., Zhang, X., Dai, G., & Wang, H.:Recognition of Flexible Multi-Touch Gestures with Key Stroke Extraction. In Proceeding of the 15th International Conference on Intelligent User Interfaces. IUI '12. pp. 85 - 88.

  • Ren, L., Zhang, L., Tao, F., Zhang, X., Luo Y., & Zhang, Y.: A Methodology Towards Virtualisation-based High Performance Simulation Platform Supporting Multidisciplinary Design of Complex Products, Enterprise Information Systems. Vol. 6, No. 3, pp. 267-290.

  • Gou, L., & Zhang, X.: TreeNetViz: Revealing Patterns of Networks over Tree Structures. IEEE Transactions on Visualization and Computer Graphics. Vol. 17, No. 12, pp. 2449-2458.

  • Jiang, Y., Tian, F., Wang, X., Zhang, X., Dai, G., & Wang, H.: Understanding, Manipulating and Searching Hand-Drawn Concept Maps. ACM Transactions on Intelligent Systems and Technology. Vol. 3, No. 1, pp. 1-21.

  • Wolf, D., Hyland, J., Simpson, T., & Zhang, X.: The Importance of Training for Interactive Trade Space Exploration: A Preliminary Study of Novice and Expert Users. Journal of Computing and Information Science in Engineering. Vol. 11, No. 3, Article 031009-1.

  • Chen, H., Gou, L., Zhang, X., & Giles, C. L.: CollabSeer: A Search Engine for Collaboration Discovery. In Proceedings of the 11th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL '11), pp. 231-240.

  • Lv, F., Tian, F., Jiang, Y., Cao, X., Luo, W., Li, G., Zhang, X., Dai, G., Wang, H.: ShadowStory: Creative and Collaborative Digital Storytelling Inspired by Cultural Heritage. In Proceedings of the 29th ACM Conference on Human Factors in Computing Systems (CHI '11), pp. 1919-1928.

  • Squicciarini, C. A., Xu, H., & Zhang, X.: CoPE: Enabling Collaborative Privacy Management in Online Social Networks. Journal of the American Society for Information Science and Technology. Vol. 62, No. 3, pp. 521-534.

  • Zhang, X., Simpson, T., Frecker, M., & Lesieutre, G.: Supporting Knowledge Exploration and Discovery in Multi-Dimensional Data with Interactive Multiscale Visualization. Journal of Engineering Design. Vol. 23, No. 1, pp. 23-47.

  • Ren, L., Tian, F., Zhang, X., & Zhang, L.: DaisyViz: A Model-based User Interface Toolkit for Interactive Information Visualization Systems. Journal of Visual Languages & Computing. Vol. 21, No. 4, 209-229.

  • Gou, L., Zhang, X., Chen, H., Kim, J., & Giles, C. L.: Social Network Document Ranking. In Proceedings of the 10th Annual Joint Conference on Digital Libraries. JCDL '10. pp. 313-322.

  • Gou, L., Chen, H., Kim, J., Zhang, X. & Giles, C. L.: SNDocRank: a Social Network-Based Video Search Ranking Framework. In Proceedings of the ACM Conference on Multimedia Information Retrieval (MIR), 2010, pp. 367-376.

  • Jiang, Y., Tian, F., Wang, H., Zhang, X., & Dai, G.:. Intelligent Understanding of Handwritten Geometry Theorem Proving. In Proceedings of the International Conference on Intelligent User Interface (IUI 2010), pp. 119-128.

  • Gou, L., Kim, J., Chen, H., Collins, J., Goodman, M., Zhang, X. & Giles, C. L.: MobiSNA: A Mobile Video Social Network Application. In Proceedings of the Eighth ACM international Workshop on Data Engineering For Wireless and Mobile Access. MobiDE '09. pp. 53-56.

  • Wu, A., Zhang, X., Convertino, G., & Carroll, J. M. CIVIL: Support Geocollaboration with Information Visualization. In Proceedings of the ACM 2009 International Conference on Supporting Group Work. GROUP '09, pp. 273-276.

  • Wu, A. & Zhang, X.: Supporting Collaborative Sensemaking in Map-based Emergency Management and Planning. In Proceedings of the ACM 2009 International Conference on Supporting Group Work. GROUP '09, pp. 395-396.

  • Wu, A. & Zhang, X.: Identifying Proper Scales on Digital Maps for In-Vehicle Navigation Systems. In Proceedings of the 5th International Conference on Universal Access in Human-Computer Interaction. Lecture Notes In Computer Science, vol. 5616. Springer-Verlag, Berlin, Heidelberg. pp. 262-270.

  • Zhang, X.: Multiscale Traveling: Crossing the Boundary between Space and Scale. Virtual Reality. Vol. 13, No. 2 (2009), pp. 101-115.

  • Wu, A., Zhang, W., & Zhang, X.: Evaluation of Wayfinding Aids in Virtual Environment. International Journal of Human-Computer Interaction, Vol. 25, No. 1. (2009). pp. 1-21.

  • Jiang, Y., Tian, F., Wang, X., Zhang, X., Dai, G., and Wang, H.: Structuring and Manipulating Hand-Drawn Concept Maps. In Proceedings of IUI '09, pp. 457-462.

  • Zhang, X., Qu, Y., Giles, L. C., & Song, P.: CiteSense: Supporting Sensemaking of Research Literature. In Proceedings of ACM CHI 2008, pp. 677-680.

  • Tian, F., Xu, L., Wang, H., Zhang, X., Liu, Y., Setlur, V., & Dai, G.: Tilt Menu: Using the 3D Orientation Information of Pen Devices to Extend the Selection Capability of Pen-based User Interfaces. In Proceedings of ACM CHI 2008, pp. 1371-1380.

  • Zhang, X.: A Multiscale Progressive Model on Virtual Navigation. International Journal of Human Computer Studies, Vol. 66, No. 4 (2007), pp. 243-256.

  • Convertino, G., Wu, A., Zhang. X., Ganoe, C., Hoffman, B., and Carroll, J. M. Designing Group Annotations and Process Visualizations for Role-Based Collaboration. In Proceedings of the First International Workshop on Social Computing, Behavioral Modeling, and Prediction, pp.197-206.

  • Carroll, J. M., Haynes, S.R., Ritter, F. E., Rosson, M.B., Zhang, X. (2008). The d-school in the i-school: HCI and design research. iConference 2008.

  • Zhang, X.: M2S Maps: Supporting Real-World Navigation with Mobile VR. Virtual Reality, vol. 11, no. 2-3, pp. 161-173.

  • Wu, A., Zhang, W., Hu, B., & Zhang, X.: Evaluation of Wayfinding Aids Interface in Virtual Environment. Proceedings of HCI International 2007. Part II, pp. 700-709.

  • Zhang, X.: Space-Scale Animation: Enhancing Cross-Scale Understanding of Multiscale Structures in Multiple Views. Proceedings of the 3rd International Conference on Coordinated & Multiple Views in Exploratory Visualization, July, 2005. IEEE Computer Society.

  • Zhang, X. & Furnas, G.: mCVEs: Using Cross-Scale Collaboration To Support User Interaction With Multiscale Structures. In PRESENCE: Teleoperators and Virtual Environments, 14(1), pp. 31-46.

  • Zhang, X. & Furnas, G.: Multiscale Space and Multiscale Place. In Davenport, E. & Turner, P. (Eds.): Space, Spatiality and Technology. Springer, 2005, pp. 261-280.

  • Zhang, X., Furnas, G.: The Effectiveness of Multiscale Collaboration in Virtual Environments. Short Paper in the ACM Conference on Human Factors in Computing Systems, 2003 (CHI 2003).

  • Zhang, X., Furnas, G.: Social Interactions in Multiscale CVEs. Proceedings of the ACM Conference on Collaborative Virtual Environments 2002 (CVE 2002).

  • Furnas, G. & Zhang, X.: Illusions of Infinity: Feedback for Infinite Worlds. Short Paper in the ACM Symposium on User Interface Software and Technology 2000 (UIST 2000).

  • Furnas, G. & Zhang, X.: MuSE: a Multiscale Editor. Proceedings of the ACM Symposium on User Interface Software and Technology 1998 (UIST 1998).