Refereed Conference Papers

1.       Y. Wan, C. Huang, M. Li, T. Cai, Z. Zheng, Xiaodi Huang, All Roads Lead to Rome: Exploring Edge Distribution Shifts for Heterophilic Graph Learning, International Joint Conference on Artificial Intelligence (IJCAI), Montreal, Canada. Aug. 16-22, 2025 (CORE A*, acceptance rate: 19.3%)

2.       J. Bian, W. Zhai, Xiaodi Huang, J. Zheng and S. Zhu, VANER: Leveraging Large Language Model for Versatile and Adaptive Biomedical Entity Recognition, 27th European Conference on Artificial Intelligence (ECAI), 19-24 OCTOBER 2024, Santiago de Compostela pp.1583 – 1590, IOS Press, 9781643685489 (CORE A)

3.       J Bian, R Jiang, W Zhai, T Huang, X Huang, Hong Zhou, S Zhu, DMNER: Biomedical Named Entity Recognition by Detection and Matching, IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Lisbon, Portugal, 2024, pp. 872-878, doi: 10.1109/BIBM62325.2024.10822274.

4.       Z. Liu, X. Wang, Xiaodi Huang, G. Li, K. Sun, Z. Chen, Incomplete Multi-View Representation Learning Through Anchor Graph-Based Gcn And Information Bottleneck, the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024), pp1-5,2024

5.       X Liao, Xiaodi Huang, W Huang, A Deeping Learning Based Framework and System for Effective Land Use Mapping, Lecture Notes in Computer Science book series (LNCS, volume 14166), 2023, Springer

6.       Zhirui Liao, Xiaodi Huang, Hiroshi Mamitsuka, Shanfeng Zhu, Drug3D-DTI: Improved Drug-target Interaction Prediction by Incorporating Spatial Information of Small Molecules, The IEEE International Conference on Bioinformatics and Biomedicine BIBM 2021.

7.       Junyi Bian, Li Huang, Xiaodi Huang, Hong Zhou and Shanfeng Zhu, GrantRel: Grant Information Extraction via Joint Entity and Relation Extraction, The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, pp.2674-2685, 2021. 10.18653/v1/2021.findings-acl.236.

8.       W Huang, MJ Goodwin, Xiaodi Huang, ML Huang, J Luo, DGViewer: A Hybrid Approach towards Visualisation of Dynamic Networks, 24th International Conference Information Visualisation (IV), 63-67,2020.

9.       Liu, F., Xiaodi Huang, & Huang, W., Comparing machine learning algorithms to predict topic keywords of student comments, Cooperative Design, Visualization, and Engineering: 17th International Conference on Cooperative Design, Visualization and Engineering. Vol. 12341. p. 178-183, 2020.

10.    Zhirui Liao, Ronghui You, Xiaodi Huang, Xiaojun Yao, Tao Huang, and Shanfeng Zhu, DeepDock: Enhancing Ligand-protein Interaction Prediction by a Combination of Ligand and Structure Information, The IEEE International Conference on Bioinformatics and Biomedicine, pp.311-317, 2019.

11.    Suyang Dai, Zihan Zhang, Wenxuan Zuo, Xiaodi Huang, Shanfeng Zhu, GrantExtractor: A Winning System for Extracting Grant Support Information from Biomedical Literature, The IEEE International Conference on Bioinformatics and Biomedicine, pp.333-340, 2018

12.    X Liao, X Huang, W Huang, Visualization of Farm Land Use by Classifying Satellite Images, International Conference on Cooperative Design, Visualization and Engineering, pp. 287-290. 2018, Springer

13.    Xiaodi Huang, Muxiong Huang, Weidong Huang, A Novel Metric for Edge Centrality, BDIOT Proceedings of the International Conference on Big Data and Internet of Thing, pp16-20, 2017, ACM.

14.    Xiaodi Huang, Weidong Huang, Wei Lai, UIP: Estimating True Rating Scores of Services through Online User Communities, IEEE Symposium Series on Computational Intelligence (SSCI), Athens, 2016, pp. 1-7. doi: 10.1109/SSCI.2016.7849918

15.    Shibli Saleheen, Wei Lai, Xiaodi Huang, Weidong Huang, Mao Lin Huang, What Next in Designing Personalized Visualization of Web Information, Cooperative Design, Visualization, and Engineering, Lecture Notes in Computer Science Volume 9929, Springer International Publishing, pp. 134-141,2016

16.    Xiaodi Huang, Xiaoling Dai, Edwin Singh, Weidong Huang, Evaluating a Micro-payment System for Mobile Electronic Commence, Cooperative Design, Visualization, and Engineering, Lecture Notes in Computer Science Volume 9320, Springer International Publishing, pp. 87-92, 2015

17.    W Huang, B Kaminski, J Luo, X Huang, J Li, A Ross, SMART: Design and Evaluation of a Collaborative Museum Visiting Application, Cooperative Design, Visualization, and Engineering, Lecture Notes in Computer Science Volume 9320, Springer International Publishing, pp. 57-64,2015

18.    L. Wu, J. Shepherd, Xiaodi Huang, C. Hu, Robust User Community-Aware Landmark Photo Retrieval, MultiMedia Modeling, Lecture Notes in Computer Science Volume 8936, Springer International Publishing, pp. 403-414, 2015

19.   Weidong Huang, Xiaodi Huang, Wei Lai, RE-Tutor: An Augmented Reality based Platform for Distributed Collaborative Learning, Cooperative Design, Visualization and Engineering, Lecture Notes in Computer Science Volume 8683, 2014, pp. 111-117, Springer.

20.    Xiaodi Huang, Edge Filtering for Exploration of Graphs, IEEE Symposium on Large-Scale Data Analysis and Visualization (LDAV), pp.115-116, 2013, (best poster paper).

21.    Anwar H. Masud, Xiaodi Huang, ESaaS: A New Software Paradigm for Supporting Higher Education in Cloud Environment, the 17th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2013, pp.196-201.

22.    Zhenzhen Zhao, Xiaodi Huang, and Noel Crespi, A System for Web Widget Discovery Using Semantic Distance between User Intent and Social Tags, Social Informatics, 2012, Lecture Notes in Computer Science Volume 7710, pp.1-14, Springer.

23.    Qiang Lin, Daqing Zhang, Xiaodi Huang, Hongbo Ni, Xingshe Zhou, Detecting Wandering Behavior for Elders with Dementia based on GPS Traces,12th International Conference on Control, Automation, Robotics and Vision (ICARCA), pp. 672-677, 2012.

24.    Cuiting Huang, Xiao Han, Xiaodi Huang, Noel Crespi, “A triplex-layer based P2P Service Exposure Model in Convergent Environment”, UP-TO-US: User-Centric Personalized TV ubiquitOus and secUre Services, EuroITV 2012, Germany, pp.306-314, ISBN:978-3-00-038715-9, editors: Sefan A. Stephan S., Hendrik, K, and Jan H.

25.    Md. Anwar Hossain Masud, Xiaodi Huang, “A Novel Approach for Adopting Cloud-based E-learning System”, 11th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2012, Shanghai, China, 2012, pp.37-42.

26.    Md. Anwar Hossain    Masud, Xiaodi Huang, Jianming Yong, Cloud Computing for Higher Education: A Roadmap, 16th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2012, pp.552-557.

27.    Yang Wang, Lin Wu, Xiaodi Huang, Action recognition using tri-view constraints, The 8th IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS), 2011, pp.107-112.

28.    Jianming Yong, Sanjib Tiwari, Huang Xiaodi, Jin, Qun, Constructing Robust Digital Identity Infrastructure for Future Networked Society, 15th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2011, pp.570-576.

29.    Anwar H. Masud, Xiaodi Huang, Jianming Yong, Enhanced M-Learning with Cloud Computer: The Bangladesh Case. 15th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2011, pp735-741.

30.    Yang Wang, Xiaodi Huang, Geometric Median-Shift over Riemannian Manifolds. PRICAI 2010: Trends in Artificial Intelligence Lecture Notes in Computer Science, 2010, Volume 6230/2010, pp. 268-279, DOI: 10.1007/978-3-642-15246-7_26 (Web of Science 13).

31.    Zhikui Chen, Zhuang Shao, Zhijiang Xie, Xiaodi Huang, An attribute-based scheme for service recommendation using association rules and ant colony algorithm, Wireless Telecommunications Symposium (WTS), 2010, pp.1- 6, 10.1109/WTS.2010.5479624, IEEE.

32.    Wei Lai, Xiaodi Huang, From graph data extraction to graph layout: Web information visualization. The 3rd International Conference on Information Sciences and Interaction Sciences (ICIS), pp. 224- 229, 10.1109/ICICIS.2010.5534742. 

33.    Yang Wang, Weidi Dai, Xiaodi Huang, Riemannian Manifolds clustering via Geometric median. 2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), 10.1109/FSKD.2010.5569375 2010, pp.1652-1656, IEEE.

34.    Zhikui Chen, Zhuang Shao, Xiaodi Huang, Yang Liu, LSAP: Low Storage Authentication Protocol for cluster-based wireless, sensor networks, International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC). 10-11 Oct. 2009, pp.218 - 225, ISBN: 978-1-4244-5218-7, DOI 10.1109/CYBERC.2009.5342204.

35.    Zhikui Chen, Song Yang, Xiaodi Huang, Yang Liu, An adaptive feedback timing control algorithm of delay-constrained data aggregation in wireless sensor networks, International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC). 10-11 Oct. 2009, pp.337-342, ISBN: 978-1-4244-5218-7, DOI: 10.1109/CYBERC.2009.5342205.

36.    Lachana Ramingwong, A. S. M. Sajeev, Sakgasit Ramingwong, Xiaodi Huang, Analysing Software Process Models using SAM. Software Engineering Research and Practice, pp.50-54, 2009.

37.    Xiaodi Huang, Jianming Yong, Jiuyong Li, Junbin Gao, Prediction of student actions using weighted Markov models, IEEE International Symposium on IT in Medicine and Education (ITME). pp.154-159, pp.12-14, 2008

38.    Lachana Inchaiwong, A. S. M. Sajeev, Xiaodi Huang, Sakgasit Ramingwong, A Comparison of Software Process Models, Proceedings of the 2008 International Conference on Software Engineering Research and Practice (SERP), pp.503-509, 2008, USA, 2 Volumes, CSREA Press,1-60132-088-4.

39.    Di Zhang, Yunquan Zhang, Shengfei Liu, Xiaodi Huang, Parallelization of FM-Index, 10th IEEE International Conference on High Performance Computing and Communications (HPCC), pp.169-173, 25-27, 2008.

40.    Zhikui Chen, Xiaodi Huang, Dynamic Fast Authentication and Authorization during Inter-Domain Mobility, 4th International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM), pp.1-4, 2008.

41.    Jiuyong Li, Xiaodi Huang, Clinton Selke, Jianming Yong, A Fast Algorithm for Finding Correlation Clusters in Noise Data, Lecture Notes in Computer Science, 2007, Volume 4426, Advances in Knowledge Discovery and Data Mining, pp. 639-647.

42.    Wei Lai; Xiaodi Huang, An Efficient Approach for Building Web-based Courseware, First IEEE International Symposium on Information Technologies and Applications in Education (ISITAE), pp.260-263, 2007.

43.    Xiaodi Huang, Wei Lai, Maolin Huang et al. A Kernel-based Algorithm for Multilevel Drawing Web Graphs, International Conference on Computer Graphics, Imaging and Visualisation (CGIV), pp. 454-459, 2007, the IEEE Computer Society.

44.    Wei Lai, Xiaodi Huang, Quang Vinh Nguyen, Mao Lin Huang, Applying Graph Layout Techniques to Web Information Visualization and Navigation, International Conference on Computer Graphics, Imaging and Visualisation (CGIV), pp. 447-453, 2007, the IEEE Computer Society.

45.    Mao Lin Huang, Q.V Nguyen, Wei Lai, Xiaodi Huang, Three-Dimensional EncCon Tree, International Conference on Computer Graphics, Imaging and Visualisation (CGIV), pp.429-433, 2007, the IEEE Computer Society.

46.    Hua Wang, Xiaodi Huang, Goutham Reddy Dodda, Ticket-based mobile commerce scheme and its implementation, the 2nd ACM International Workshop on QoS and Security for Wireless and Mobile Networks, 2-6, Oct 2006, Terromolinos, Spain, pp.119-122, ISBN:1-59593-486-3, ACM Press, New York, NY, USA.

47.    Xiaodi Hung, A. S. M. Sajeev, Wei Lai, A Scalable Algorithm for Adjusting Node-Node Overlaps, International Conference on Computer Graphics, Imaging and Visualization (CGIV), pp 43-48, ISBN 0-7695-2606-3, pp.25-28, 2006, the IEEE Computer Society.

48.    J. Yong, J. Yan, Xiaodi Huang, WFMS-based Data Integration for e-Learning, Proc. of the 10th International Conference on CSCW in Design (CSCWD), pp.1361-1366, ISBN:1-4244-0164-X, Nanjing, China, May 3-5, 2006.

49.    Adam Ghandar, A. S. M. Sajeev, Xiaodi Huang, Pattern Puzzle: A Metaphor for Visualizing Software Complexity Measures. In Proc. Asia Pacific Symposium on Information Visualisation (APVIS), Tokyo, Japan. CRPIT, 60 Australian Computer Society 2006. Misue, K., Sugiyama, K. and Tanaka, J., Eds., ACS. pp. 221-224, 2006.

50.    Xiaodi Huang, Peter Eades, Wei Lai, A Framework of Filtering, Clustering and Dynamic Layout Graphs for Visualization, In Proc. Twenty-Eighth Australasian Computer Science Conference (ACSC), Newcastle, Australia. CRPIT, 38 Australian Computer Society. Estivill-Castro, V., Ed. ACS, pp.87-96, 2005.

51.    Xiangsheng Chen, Jiuyong Li, Grant Daggard, Xiaodi Huang, Finding Similar Patterns in Microarray Data, AI 2005, Lecture Notes in Computer Science, pp. 1272-1276, Vol. 3809 / 2005, Shichao Zhang, Ray (Eds.) 2005.

52.    Yun Yang, Wei Lai,Jun Shen, Xiaodi Huang,Jun Yan, Lukman Satiawan, Applying Visualization Mechanisms to Workflow Enactment, Lecture Notes in Computer Science, Vol. 3007, pp. 794-803, Advanced Web Technologies and Applications, Yu, J.X.; Lin, X.; Lu, H.; Zhang, Y. (Eds.) 2004. (ERA B)

53.    Xiaodi Huang, Jianming Yong, A New Approach to Filtering Multimedia Information Based on its Structure, In Proc.Eurographics Symposium on Multimedia (in cooperation with ACM SIGGRAPH), Correia, Jarge, Chambel, Pan (eds.), ISSN 1812-7118, pp.59-68, 2004.

54.    Xiaodi Huang, Wei Lai, On the Structural Algorithm of Filtering Graphs for Layout, In Proc. 2003 Pan-Sydney Area Workshop on Visual Information Processing (VIP2003), Sydney, Australia. CRPIT, 36 Australian Computer Society, 36. Piccardi, M., Hintz, T., He, S., Huang, M. L. and Feng, D. D., Eds., ACS, pp.33-42, 2003.

55.    Xiaodi Huang, Wei Lai, A Novel Framework for Graph Visualization, Proceedings of the International Conference on Internet Computing, pp.905-910, USA, 2004.

56.    Xiaodi Huang, Wei Lai, A Web Graph Filtering and Clustering System, Proceedings of the International Conference on Internet Computing, pp. 899-904, USA, 2004.

57.    Xiaodi Huang, Wei Lai, Automatic Abstraction of Graphs Based on Node Similarity for Graph Visualization, Proceedings of the Fifteenth International Conference on Software Engineering and Knowledge Engineering, pp.110-117, July 2003, San Francisco Bay.

58.    Xiaodi Huang, Wei Lai, Identifying Clusters in the Web Graph by Using Local Search. Proceedings of the International Conference on Internet Computing, pp. 83-89, Las Vegas, USA. 2003.

59.    Xiaodi Huang, Wei Lai, NodeRank: A New Structure-Based Approach to Information Filtering. Proceedings of the International Conference on Internet Computing, pp.167-173, Las Vegas, USA. 2003.

60.    Xiaodi Huang, Wei Lai, Identification of Clusters in the Web Graph based on Link Topology, Proceedings of the 7thInternational Database Engineering and Applications Symposium (IDEAS 03), pp.123-129, IEEE Computer Society, July 2003, Hong Kong.

61.    Xiaodi Huang, Wei Lai, Force-Transfer: A New Approach to Remove Node Overlapping in Graph Layout, Australian Computer Science Communications, Vol. 25, No. 1, pp.349-358, 2003.

Xiaodi Huang, Wei Lai, WWW as a Hypergraph: Exploration and Layout, Proceedings of the International Conference on Internet Computing, pp.615-621, Las Vegas, USA, June. 2002