Lingnan University

Research output

Research output per year 1986 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2025

• 125104 Scopus Citations
• 147 Scopus h-Index
• 5861 Journal Article (refereed)
• 1641 Book Chapter
• 856 Presentation
• 632 Conference Paper (other)
• 3459 More
  • 507 Conference paper (refereed)
  • 465 Review article
  • 434 Book (Author)
  • 320 Book (Editor)
  • 279 Other Article
  • 198 Policy or Profession paper
  • 182 Literary Works
  • 136 Foreword / Postscript
  • 119 Editorial/Preface (Journal)
  • 109 Working paper series
  • 87 Reference Entry
  • 75 Other outputs
  • 73 Poster
  • 70 Consulting or Contract Research Report
  • 69 Article (Translation)
  • 43 Abstract
  • 40 Comment / Debate
  • 40 Special issue (Editor)
  • 33 Conference (Extended Abstracts)
  • 30 Book (Translator)
  • 24 Literary Works (Translator)
  • 23 Book Chapter (Translator)
  • 15 Conference Abstract
  • 15 Digital Products
  • 13 Textbook (Author)
  • 13 Discussion paper series
  • 10 Conference paper (invited)
  • 10 Film or Video
  • 8 Preprint
  • 6 Patents (LU)
  • 5 Exhibition
  • 2 Software or System
  • 2 Visual Installation
  • 2 Patents (non-LU)
  • 1 Erratum
  • 1 Performance

Research output per year

Research output per year

Search results

• 2025

  A Dual-Defense Self-balancing Framework Against Bilateral Model Attacks in Federated Learning

  WU, X., YAO, A., PAL, S., JIANG, F., LI, X., XU, J., DONG, C., CHEN, X., ZHANG, X. & LIU, X., 2025, Algorithms and Architectures for Parallel Processing: 24th International Conference, ICA3PP 2024, Proceedings, Part I. ZHU, T., LI, J. & CASTIGLIONE, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 261-270 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15251 LNCS)(International Conference on Algorithms and Architectures for Parallel Processing; vol. ICA3PP 2024).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Attack Model 100%
  • Privacy Requirement 25%
  • Extracting Information 25%

• A Hierarchical Taxonomy For Deep State Space Models

  TANG, S., FENG, P., YU, S., DONG, Y. & QIN, S. J., 2025, Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Neural Network 100%
  • Speech Processing 50%
  • Dynamical System 25%
  • Conditional Independence 25%
  • Recurrent State 25%

• AI-generated Image Quality Assessment in Visual Communication

  TIAN, Y., LI, Y., CHEN, B., ZHU, H., WANG, S. & KWONG, S., 11 Apr 2025, Proceeding of the 39th Annual AAAI Conference on Artificial Intelligence. WALSH, T., SHAH, J. & KOLTER, Z. (eds.). Association for the Advancement of Artificial Intelligence, p. 7392-7400 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 7).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Image Quality Assessment 100%
  • Artificial Intelligence 100%
  • Annotation 14%
  • World Application 14%
  • Emotional Interaction 14%

• AI NPCs in an Educational Metaverse: Evaluating the Effectiveness of Prompt Templates for Contextual Interactions

  GONZALES, W. D. W., SHEN, D. J., YAN, A., XIE, N., FRANCISCO, M. L. & WONG, P. P. Y., 16 Apr 2025, Innovating Education with AI : AETS 2024. CHENG, E. C. K. (ed.). Springer Singapore, p. 53-74 22 p. (Lecture Notes in Educational Technology; vol. Part F312).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Metaverse 100%
  • Artificial Intelligence 100%
  • Social Science 33%
  • Decision Model 16%
  • Educational Setting 16%

• An Efficient Hidden Markov Model-Based Sample Adaptive Offset Mode Decision Algorithm for Versatile Video Coding

  XING, F., ZHANG, Y., WANG, M., MAN, H., ZHANG, Y., WANG, S. & Fan, X., 20 May 2025, Proceedings : 2025 Data Compression Conference. BILGIN, A., FOWLER, J. E., SERRA-SAGRISTA, J., YE, Y. & STORER, J. A. (eds.). IEEE, p. 407-407

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Process Optimization 100%
  • rate distortion optimization 100%
  • Intra Prediction 100%
  • Spatial Correlation 100%
  • Versatile Video Coding 100%

• An Efficient Sample Utilization Method for Deep Learning Based on Class Uncertainty

  HUANG, J., HE, Q., XU, J., KWONG, S. & YANG, M., 6 Apr 2025, ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 5 p. (Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Deep Learning Method 100%
  • Conducted Experiment 50%
  • Gradient Descent 50%
  • Mini-Batch Stochastic Gradient Descent 50%

• CP-Guard : Malicious Agent Detection and Defense in Collaborative Bird’s Eye View Perception

  HU, S., TAO, Y., XU, G., DENG, Y., CHEN, X., FANG, Y. & KWONG, S., 11 Apr 2025, Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence. WALSH, T., SHAH, J. & KOLTER, Z. (eds.). 22 ed. Association for the Advancement of Artificial Intelligence, p. 23203-23211 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 22).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Malicious Agent 100%
  • Prior Probability 20%
  • Receive Message 20%

• Deep Dynamic Probabilistic Canonical Correlation Analysis

  TANG, S., YU, S., DONG, Y. & QIN, S. J., 6 Apr 2025, ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) : Proceedings. RAO, B. D., TRANCOSO, I., SHARMA, G. & MEHTA, N. B. (eds.). IEEE, 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Probabilistic Modeling 100%
  • Dynamical System 100%
  • Correlation Analysis 50%

• Early Determination for Intra Block Copy Prediction with Refined Screen Content Detection

  SUN, Z., WANG, M., ZHANG, Y., WANG, S. & KWONG, S., 27 Jan 2025, (E-pub ahead of print) 2024 IEEE International Conference on Visual Communications and Image Processing, VCIP 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE International Conference on Visual Communications and Image Processing, VCIP 2024).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Coding Performance 100%
  • Encoding Complexity 100%
  • Experimental Result 50%
  • Detection Method 50%
  • Performance Improvement 50%

• Efficient Robustness Evaluation via Constraint Relaxation

  PAN, C., WU, Y., TANG, K., LI, Q. & YAO, X., 11 Apr 2025, Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence. 6 ed. PKP Publishing Services Network, Vol. 39. p. 6263-6271 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Attack Process 100%
  • Propagation Time 100%

• Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output

  TAN, Z., ZHONG, X., JI, J.-Y., JIANG, W. & CHIU, B., Jan 2025, Proceedings of the 31st International Conference on Computational Linguistics: Industry Track. RAMBOW, O., WANNER, L., APIDIANAKI, M., AL-KHALIFA, H., DI EUGENIO, B., SCHOCKAERT, S., DARWISH, K. & AGARWAL, A. (eds.). Association for Computational Linguistics (ACL), p. 263-275 13 p. (Proceedings - International Conference on Computational Linguistics, COLING).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  Open Access

  • Large Language Model 100%
  • Multimodality 33%
  • Hypermedia 33%
  • Scientific Publications 33%
  • Scientific Communication 33%

• Enhancing VR Education : A TAM-Based Study on Predicting Student Engagement and Intent to Use Virtual Reality

  LOPEZ-OZIEBLO, R., WONG, W. C. G. & SHEN, J. D., 16 Apr 2025, Innovating Education with AI : AETS 2024. CHENG, E. C. K. (ed.). Springer Singapore, p. 3-17 15 p. (Lecture Notes in Educational Technology; vol. Part F312).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Student Engagement 100%
  • Virtual Reality 100%
  • Technology Acceptance Model 100%
  • Immersive Technology 100%
  • Learning Experiences 57%

• Facility Location Games with Optional Preferences: A Revisit

  SHA, X., BAO, S., CHAN, H., CHAU, V., FONG, K. C. K. & LI, M., 11 Apr 2025, Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence. WALSH, T., SHAH, J. & KOLTER, Z. (eds.). 13 ed. Vol. 39. p. 14087-14094 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  Open Access

  • Approximation Ratio 100%
  • Approximation (Algorithm) 50%
  • Agent Location 50%
  • Public Location 50%

• FairTP : A Prolonged Fairness Framework for Traffic Prediction

  XIA, J., YANG, Y., SHEN, J., WANG, S. & CAO, J., 11 Apr 2025, Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence. WALSH, T., SHAH, J. & KOLTER, Z. (eds.). Association for the Advancement of Artificial Intelligence, p. 26391-26399 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 25).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  Open Access

  • Traffic Sensor 100%
  • Sensor Distribution 33%

• MoCFL: Mobile Cluster Federated Learning Framework for Highly Dynamic Network

  FANG, K., DENG, J., DONG, C., NASEEM, U., LIU, T., FENG, H. & WANG, W., 22 Apr 2025, WWW '25: Proceedings of the ACM on Web Conference 2025. Association for Computing Machinery, p. 5065-5074 10 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Topology Change 100%
  • Mobile Scenario 100%

• Randomized Strategyproof Mechanisms for Multi-Stage Facility Location Problem with Capacity Constraints

  FONG, C. K. K., SHA, X., CHAN, H., CHAU, V. & LO, W.-L., 2025, Frontiers of Algorithmics : IJTCS-FAW 2024. LI, B., LI, M. & SUN, X. (eds.). Springer Singapore, p. 211-224 14 p. (Lecture Notes in Computer Science; vol. 14752).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Capacity Constraint 100%

• Shape Descriptor Guided Learning for Category-Level Object Pose Estimation

  LIU, Y., WANG, W., WANG, F. L., XIE, H., CHEN, H., WEI, M. & QIN, J., 2025, Advances in Computer Graphics: 41st Computer Graphics International Conference, CGI 2024, Geneva, Switzerland, July 1–5, 2024, Proceedings, Part III. MAGNENAT-THALMANN, N., KIM, J., SHENG, B., DENG, Z., THALMANN, D. & LI, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 42-54 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15340 LNCS).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • shape descriptor 100%
  • Object Pose 100%

• Strike a Balance in Continual Panoptic Segmentation

  CHEN, J., CONG, R., LUO, Y., IP, H. H. S. & KWONG, S., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. LEONARDIS, A., RICCI, E., ROTH, S., RUSSAKOVSKY, O., SATTLER, T. & VAROL, G. (eds.). Springer, Cham, p. 126-142 17 p. (Lecture Notes in Computer Science; vol. 15099).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Memory Strategy 100%

• The Impact of the Double Reduction Policy to Reduce the Workload or Education Development in Global Context

  WU, Y., 3 Apr 2025, Proceedings of the 2024 3rd International Conference on Educational Science and Social Culture (ESSC 2024). FENG, Y., CUI, W., DONG, Y. & GUAN, G. (eds.). Atlantis Press, p. 475-483 (Advances in Social Science, Education and Humanities Research; vol. 914).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  Open Access

  • Educational Reform 100%
  • Global Education 100%
  • Development Education 100%
  • Homework 100%
  • Professional Development 100%

• Tree-Based Genetic Programming for Evolutionary Analog Circuit with Approximate Shapley Value

  SHI, X., MINKU, L. L. & YAO, X., 2025, Artificial Intelligence XLI - 44th SGAI International Conference on Artificial Intelligence, AI 2024, Proceedings. BRAMER, M. & STAHL, F. (eds.). Springer, Cham, p. 253-267 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15446 LNAI).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Genetic Programming 100%
  • Analog Circuit 100%
  • Fitness Evaluation 66%
  • Traditional Method 33%
  • Process Optimization 33%

• When Is Non-deteriorating Population Update in MOEAs Beneficial?

  ZHANG, Q., LI, M., TANG, K. & YAO, X., 2025, Evolutionary Multi-Criterion Optimization: 13th International Conference, EMO 2025, Proceedings. SINGH, H., RAY, T., KNOWLES, J., LI, X., BRANKE, J., WANG, B. & OYAMA, A. (eds.). Springer, p. 31-45 15 p. (Lecture Notes in Computer Science; vol. 15513 LNCS).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Solution and Solubility 100%
  • Evolutionary Algorithms 100%
  • Evolutionary Algorithm 71%
  • Desirable Property 20%
  • Update Rule 20%

• Work in Progress: Unlocking Code Generation Through Synergistic Prompt Engineering

  HO, K.-H., GEORGIADES, M., FAN, T.-K. J., HOU, Y., FONG, K. C. K. & CHAN, T.-T., 5 May 2025, Proceedings of 2025 IEEE Engineering Education World Conference (EDUNINE). BRITO, C. D. R. & CIAMPI, M. M. (eds.). IEEE, 4 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Code Generation 100%
  • Prompt Engineering 100%
• 2024

  A Double-Layer Reinforcement Learning Feature Optimization Framework for Evolutionary Computation Based Feature Selection Algorithms

  WANG, H., SU, Y., OU, X., ZHANG, J. & NIU, B., 2024, Data Mining and Big Data : 8th International Conference, DMBD 2023, Proceedings. TAN, Y. & SHI, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 225-240 16 p. (Communications in Computer and Information Science; vol. 2017).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Evolutionary Computation 100%
  • Feature Selection 100%
  • Optimization Framework 100%
  • Reinforcement Learning 100%
  • Decision-Making 50%
  1 Citation (Scopus)

• Advancing Sketch-Based Network Measurement : A General, Fine-Grained, Bit-Adaptive Sliding Window Framework

  GUO, K., LI, F., SHEN, J. & WANG, X., 26 Sept 2024, 2024 IEEE/ACM 32nd International Symposium on Quality of Service, IWQoS 2024. Institute of Electrical and Electronics Engineers Inc., (IEEE International Workshop on Quality of Service, IWQoS).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Flow Characteristics 100%
  1 Citation (Scopus)

• A Multimodal Contrastive Network with Unbiased Distillation for Knowledge-based VQA

  HU, Z., DING, R., XIE, H. & YANG, Z., 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Embedding Space 100%
  • Contrastive Learning 100%

• A Multiobjective Particle Swarm Optimizer based Localized Feature Selection for Imbalanced Fault Diagnosis

  GAO, L., ZHOU, Y., GUO, H. & KWONG, S. T. W., 8 Aug 2024, (E-pub ahead of print) 2024 IEEE Congress on Evolutionary Computation (CEC). IEEE, 8 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • fault diagnose method 100%
  • Reference Point 100%
  1 Citation (Scopus)

• An Adaptive Interactive Routing-Packing Strategy for Split Delivery Vehicle Routing Problem with 3D Loading Constraints

  ZHANG, H., LI, Q. & YAO, X., 14 Jul 2024, GECCO 2024 - Proceedings of the 2024 Genetic and Evolutionary Computation Conference. Association for Computing Machinery (ACM), p. 249-257 9 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Routing Problem 100%
  • Delivery Vehicle 100%
  • Packing Strategy 100%
  • Independent Node 33%
  • Solution Method 25%
  1 Citation (Scopus)

• An Analysis of the Impact of Informal Digital Learning of Language on the Intercultural Communicative Competence of Chinese College Students

  YU, B. & LIU, J., 2024, Proceedings of the 2023 3rd International Conference on Education, Information Management and Service Science (EIMSS 2023). GUAN, G., KAHL, C., MAJOUL, B. & MISHRA, D. (eds.). Atlantis Press, p. 896-902 7 p. (Atlantis Highlights in Computer Sciences; vol. 16).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  Open Access

  • University Students 100%
  • Communicative Competence 100%
  • Chinese 100%
  • Digital Education 100%
  • College Students 100%

• An Improved Gradient-Based Repair Method for Constrained Numerical Optimization

  JI, J.-Y., YANG, S., LEE, K. Y., WONG, M. L. & KWONG, S., 2024, 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8 p. (2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Constraint Violation 100%
  • Selected State 100%
  • Linear Constraint 100%

• Anti-Matthew FL: Bridging the Performance Gap in Federated Learning to Counteract the Matthew Effect

  GAO, J., YAO, X. & WEI, X., 16 Oct 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024, Proceedings. Endriss, U., Melo, F. S., Bach, K., Bugarin-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). IOS Press BV, p. 1967-1974 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  Open Access

  • Federated Learning 100%
  • Performance Gap 100%
  • Optimization Problem 14%
  • Multi-Objective Optimization 14%
  • Time Complexity 14%

• A PLS-Integrated Lasso Method With Application in Index Tracking

  TANG, S., DONG, Y. & QIN, S. J., Apr 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. IEEE, p. 6520-6524 5 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Application 100%
  • Least Square 100%
  • Dimension Reduction 22%
  • Compute 11%
  • Global Optimum 11%

• A Review on Evolutionary Multiform Transfer Optimization

  FENG, Y., FENG, L., XUE, X., KWONG, S. & TAN, K. C., 2024, 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8 p. (2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Research Direction 100%
  • Optimization Problem 100%
  • Core Component 100%
  • Optimization Framework 100%
  • Knowledge Transfer 100%

• Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation

  ZHOU, J., GAO, J., ZHAO, X., YAO, X. & WEI, X., 2024, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). GLOBERSON, A., MACKEY, L., BELGRAVE, D., FAN, A., PAQUET, U., TOMCZAK, J. & ZHANG, C. (eds.). Neural Information Processing Systems Foundation, Vol. 37. 33 p. (Advances in Neural Information Processing Systems).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Superior Performance 100%
  • Image Synthesis 100%
  • Total Variation 100%
  • Individual Object 100%
  • Stereotypy 100%

• A systematic review of theories, themes, and methods related to online course review analysis

  CHEN, X., ZOU, D., XIE, H. & WANG, F. L., 2024, 2024 International Symposium on Educational Technology, ISET 2024 : Proceedings. CHUI, K. T., HUI, Y. K., YANG, D., LEE, L.-K., WONG, L.-P. & REYNOLDS, B. L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 430-434 5 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Massive Open Online Course 100%
  • Systematic Review 100%
  • Curriculum 33%
  • Theoretical Perspective 33%
  • Instructional Technology 33%

• A Two-Stage Approach to Optimize Medical Waste Transportation Problem During Pandemic

  WANG, H., ZHANG, X., ZHANG, J. & NIU, B., 2024, Data Mining and Big Data : 8th International Conference, DMBD 2023, Proceedings. TAN, Y. & SHI, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 260-273 14 p. (Communications in Computer and Information Science; vol. 2018).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Transportation Problem 100%
  • Vehicle Routing Problem 75%
  • Integer Programming Problem 33%
  • Workability 33%
  • Mixed Integer Programming 33%

• Beyond Scores : A Novel Method for Predicting Student Performance Based on Rank and Positional Embedding

  WEI, H., LI, Z., XIE, H., HUNG, K. & WANG, M., 17 Jan 2024, (E-pub ahead of print) Proceedings of the 2023 IEEE International Conference on Behavioural and Social Computing, BESC 2023. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2023 IEEE International Conference on Behavioural and Social Computing, BESC 2023).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Positional Encoding 100%
  • Neural Network 100%
  • Network Model 100%
  • Input Feature 100%
  • Neural Network Model 66%

• ChatGPT for generating stories and mind-maps in storytelling

  CHEN, X., XIE, H., ZOU, D. & WANG, F. L., 17 Jan 2024, (E-pub ahead of print) Proceedings of the 2023 IEEE International Conference on Behavioural and Social Computing, BESC 2023. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2023 IEEE International Conference on Behavioural and Social Computing, BESC 2023).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Mind Map 100%
  • Natural Language 20%
  6 Citations (Scopus)

• CLIB-FIQA : Face Image Quality Assessment with Confidence Calibration

  OU, F. Z., LI, C., WANG, S. & KWONG, S., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, p. 1694-1704 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Face Image 100%
  • Image Quality Assessment 100%
  • Instrument Calibration 100%
  • Q Factor 100%
  • Experimental Result 14%
  4 Citations (Scopus)

• Clustering in Dynamic Environments : A Framework for Benchmark Dataset Generation With Heterogeneous Changes

  YAZDANI, D., BRANKE, J., KHORSHIDI, M. S., OMIDVAR, M. N., LI, X., GANDOMI, A. H. & YAO, X., Jul 2024, GECCO 2024 - Proceedings of the 2024 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 50-58 9 p. (GECCO 2024 - Proceedings of the 2024 Genetic and Evolutionary Computation Conference).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  Open Access

  • Dynamic Environment 100%
  • Performance Evaluation 25%
  • Unsupervised Learning 25%
  • Gaussian Component 25%
  • Location Problem 25%
  1 Citation (Scopus)

• CompGS: Efficient 3D Scene Representation via Compressed Gaussian Splatting

  LIU, X., WU, X., ZHANG, P., WANG, S., LI, Z. & KWONG, S., 28 Oct 2024, MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 2936-2944 9 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Scene Modeling 100%
  1 Citation (Scopus)

• Conflict-Free Genetic Algorithm with Nash Equilibrium Seeking for Game-Based Battery Swapping Station Recommendation

  SUN, C. L., XU, X.-X., CHEN, C.-H., HONG, J., HE, Z., YU, D., KWONG, S. & ZHAN, Z.-H., Oct 2024, 2024 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2024: Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1913-1918 6 p. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Genetic Algorithm 100%
  • Nash Equilibrium 100%
  • Battery Swapping Station 100%
  • Mutation Operator 33%
  • Practical Implication 16%

• Data Association for Moving Multi-Target Sensing With OTFS Signaling

  WU, N., LI, B., YUAN, W., LIU, F., CUI, Y. & QUEK, T. Q. S., Dec 2024, GLOBECOM 2024 - 2024 IEEE Global Communications Conference. Institute of Electrical and Electronics Engineers Inc., p. 5429-5434 6 p. (Proceedings - IEEE Global Communications Conference, GLOBECOM).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Signaling Space 100%
  • Sensing Target 100%
  • Orthogonal Frequency Division Multiplexing 100%
  • Data Association 100%
  • Simulation Result 50%

• Data-driven approaches for satellite SADA system health monitoring with limited data

  ZHU, X., LI, L., MO, Y., DONG, Y., SHEN, X., CHEN, X. & QIN, S. J., 2024, 2024 IEEE 20th International Conference on Automation Science and Engineering, CASE 2024. IEEE, p. 3225-3230 6 p. (IEEE International Conference on Automation Science and Engineering).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Solar Array 100%
  • Energy Generation 16%
  • Communication Satellite 16%
  1 Citation (Scopus)

• Diving into Underwater : Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset

  LIAN, S., ZHANG, Z., LI, H., LI, W., YANG, L. T., KWONG, S. & CONG, R., Jul 2024, Proceedings of Machine Learning Research. SALAKHUTDINOV, R., KOLTER, Z., HELLER, K., WELLER, A., OLIVER, N., SCARLETT, J. & BERKENKAMP, F. (eds.). Vol. 235. p. 29545-29559 15 p. (Proceedings of Machine Learning Research; vol. 235).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  Open Access

  • Pixel Level 100%
  • Experimental Result 50%
  • State-of-the-Art Method 50%
  • Salient Feature 50%
  • Computervision 50%
  2 Citations (Scopus)

• Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic Behaviors

  GAO, J., WANG, Z., ZHAO, X., YAO, X. & WEI, X., 2024, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). GLOBERSON, A., MACKEY, L., BELGRAVE, D., FAN, A., PAQUET, U., TOMCZAK, J. & ZHANG, C. (eds.). Neural Information Processing Systems Foundation, Vol. 37. 27 p. (Advances in Neural Information Processing Systems; vol. 37).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  Open Access

  • Altruistic Behavior 100%
  • Protect Privacy 12%
  • Social Choice Theory 12%

• Effective Network-Wide Traffic Measurement: A Lightweight Distributed Sketch Deployment

  LI, F., GUO, K., SHEN, J. & WANG, X., 2024, IEEE INFOCOM 2024 : IEEE Conference on Computer Communications : Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 181-190 10 p. (Proceedings : IEEE INFOCOM).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Network Application 100%
  • Forwarding Path 100%
  3 Citations (Scopus)

• Enhancing house inspections: UAVs integrated with LLMs for efficient AI-powered surveillance

  NGUYEN, V. T., ZHOU, J., DONG, C., CUI, G., AN, Q. & VINNAKOTA, S., 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 Conference Proceedings. IEEE, p. 1-8 8 p. (Proceedings of the International Joint Conference on Neural Networks).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Artificial Intelligence 100%
  • Unmanned Aerial Vehicle 100%
  • Face Perception 100%
  • Drone 66%
  • Reaction Time 16%
  3 Citations (SciVal)

• Evolutionary Reinforcement Learning via Cooperative Coevolution

  HU, C., LIU, J. & YAO, X., 16 Oct 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024, Proceedings. ENDRISS, U., MELO, F. S., BACH, K., BUGARIN-DIZ, A., ALONSO-MORAL, J. M., BARRO, S. & HEINTZ, F. (eds.). IOS Press BV, p. 3300-3307 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  Open Access

  • Neural Network 100%
  • Reinforcement Learning 100%
  • Learning Algorithm 50%
  • Offspring 50%
  • Scalability 14%

• Exploring the Impact of Interactive Content on User Experiences within a Metaverse Learning Platform

  MENGONI, P., HWANG, H., SHEN, D. J., LI, Y. & WONG, P. P. Y., 3 Dec 2024, ICSLT 2024 - 2024 10th International Conference on e-Society, e-Learning and e-Technologies. Association for Computing Machinery (ACM), p. 31-37 7 p. (ACM International Conference Proceeding Series).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  Open Access

  • Learning Platform 100%
  • Metaverse 100%
  • Mixed Methods 100%
  • Artificial Intelligence 100%
  • Search Technology 33%
  1 Citation (Scopus)

• Feature Attribution Explanation Based on Multi-Objective Evolutionary Learning

  WANG, Z., HUANG, C. & YAO, X., 1 Aug 2024, GECCO '24 Companion: Proceedings of the 2024 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 61-62 2 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Multiobjective 100%
  • Explainable Artificial Intelligence 66%
  • Learning Problem 33%
  • Multiple Dimension 33%
  • Objective Feature 33%