School of Artificial Intelligence, OPtics and Electronics

Research output

Research output per year 2003 2020 2021 2022 2023 2024 2025 2025

• 1206 Article
• 297 Conference contribution
• 28 Conference article
• 27 Paper
• 39 More
  • 14 Review article
  • 10 Letter
  • 7 Editorial
  • 4 Comment/debate
  • 3 Short survey
  • 1 Chapter

Research output per year

Research output per year

Search results

• 2025

  A Multi-layer Network Community Detection Method via Network Feature Augmentation and Contrastive Learning

  Teng, M., Gao, C., Wang, Z. & Jun, T., 2025, PRICAI 2024: Trends in Artificial Intelligence - 21st Pacific Rim International Conference on Artificial Intelligence, PRICAI 2024, Proceedings. Hadfi, R., Ito, T., Anthony, P., Sharma, A. & Bai, Q. (eds.). Springer Science and Business Media Deutschland GmbH, p. 158-169 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15281 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Detection Method 100%
  • Network Community 100%
  • Community Detection 100%
  • Network Layer 100%
  • Network Structure 40%

• Customizing Spatial-Temporal Graph Mamba Networks for Pandemic Forecasting

  Xu, H., Gao, C., Li, X., Wang, Z. & Jun, T., 2025, PRICAI 2024: Trends in Artificial Intelligence - 21st Pacific Rim International Conference on Artificial Intelligence, PRICAI 2024, Proceedings. Hadfi, R., Ito, T., Anthony, P., Sharma, A. & Bai, Q. (eds.). Springer Science and Business Media Deutschland GmbH, p. 236-242 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15281 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • European Country 100%

• D²: Customizing Two-Stage Graph Neural Networks for Early Rumor Detection through Cascade Diffusion Prediction

  Xu, H., Gao, C., Li, X. & Wang, Z., 10 Mar 2025, WSDM 2025 - Proceedings of the 18th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 568-576 9 p. (WSDM 2025 - Proceedings of the 18th ACM International Conference on Web Search and Data Mining).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Graph Neural Network 100%
  • Neural Network Architecture 50%
  • Search Space 50%
  • Experimental Result 25%
  • Early Detection 25%

• EIA: Edge-Aware Imperceptible Adversarial Attacks on 3D Point Clouds

  Wang, Z., Peng, W., Wang, L., Wu, Z., Zhu, P. & Tang, K., 2025, MultiMedia Modeling - 31st International Conference on Multimedia Modeling, MMM 2025, Proceedings. Ide, I., Kompatsiaris, I., Xu, C., Yanai, K., Chu, W.-T., Nitta, N., Riegler, M. & Yamasaki, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 348-361 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15520 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Adversarial Machine Learning 100%
  • Point Cloud 100%
  • Deep Learning Model 20%
  • Semantic Feature 20%
  • Imperceptibility 20%

• HyperIDP: Customizing Temporal Hypergraph Neural Networks for Multi-Scale Information Diffusion Prediction

  Xu, H., Gao, C., Li, X. & Wang, Z., 2025, Main Conference. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B. & Schockaert, S. (eds.). Association for Computational Linguistics (ACL), p. 964-977 14 p. (Proceedings - International Conference on Computational Linguistics, COLING; vol. Part F206484-1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Hypergraph Neural Network 100%
  • Information Diffusion 100%
  • Experimental Result 33%
  • Neural Network Architecture 33%
  • Social Network 33%
• 2024

  A Coarse-to-Fine Reconstruction Framework for Non-Lambertian Photometric Stereo

  Wang, Z., Gao, Y., Li, X., Gu, P., Zhao, B. & Li, X., 2024, 2024 IEEE International Conference on Multimedia and Expo, ICME 2024. IEEE Computer Society, (Proceedings - IEEE International Conference on Multimedia and Expo).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Photometric Stereo 100%
  • Varying Illumination 33%

• A Descriptive Basketball Highlight Dataset for Automatic Commentary Generation

  Zhang, B., Gao, J. & Yuan, Y., 28 Oct 2024, MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 10316-10325 10 p. (MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Automatic Generation 100%
  2 Scopus citations

• A General Black-box Adversarial Attack on Graph-based Fake News Detectors

  Zhu, P., Pan, Z., Liu, Y., Tian, J., Tang, K. & Wang, Z., 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 568-576 9 p. (IJCAI International Joint Conference on Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Adversarial Machine Learning 100%
  • Graph Neural Network 66%
  • Experimental Result 33%
  • Adjacency Matrix 33%
  • Global Information 33%
  7 Scopus citations

• AI-driven multicore fiber-optic cell rotation

  Sun, J., Chen, Z., Tang, Y., Yang, B., Wang, Z., Huang, G., Zhao, B., Li, X. & Czarske, J., 2024, Emerging Topics in Artificial Intelligence, ETAI 2024. Volpe, G., Pereira, J. B., Brunner, D. & Ozcan, A. (eds.). SPIE, 1311803. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13118).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Multicore 100%
  • Artificial Intelligence 100%
  • Fiber Optics 100%
  • Image Reconstruction 50%
  • Tomographic Reconstruction 50%

• A Multi-objective Variable Tabu Neighborhood Search Algorithm for Multiple Depot Vehicle Routing Problem in Epidemics

  Luo, M., Teng, M., Gao, C., Li, X. & Wang, Z., 2024, Advanced Intelligent Computing Technology and Applications - 20th International Conference, ICIC 2024, Proceedings. Huang, D.-S., Zhang, X. & Chen, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 511-522 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14862 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Objective Variable 100%
  • Risk Region 20%
  • Additional Cost 20%

• A Successful Strategy for Multichannel Iterated Prisoner's Dilemma

  Wang, Z., Cao, Z., Shi, J., Zhu, P., Hu, S. & Chu, C., 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 274-282 9 p. (IJCAI International Joint Conference on Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Artificial Intelligence 100%
  • Cumulative Number 100%
  • Fundamental Model 33%

• 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., 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: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Genetic Algorithm 100%
  • Nash Equilibrium 100%
  • Battery Swapping Station 100%
  • Mutation Operator 33%
  • Optimization Problem 16%

• Cooperative Game-based Intelligent Actions Making for Constrained Multi-agent System

  Jin, X., Yu, D. & Wang, Z., 2024, Proceedings of the 43rd Chinese Control Conference, CCC 2024. Na, J. & Sun, J. (eds.). IEEE Computer Society, p. 5949-5954 6 p. (Chinese Control Conference, CCC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Multi Agent System 100%
  • Training Data 33%
  • Reinforcement Learning 33%
  • Incomplete Information 33%
  • Equilibrium Point 33%

• CORES: Convolutional Response-based Score for Out-of-distribution Detection

  Tang, K., Hou, C., Peng, W., Chen, R., Zhu, P., Wang, W. & Tian, Z., 2024, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 10916-10925 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • State-of-the-Art Method 100%
  • Deep Neural Network 100%
  • Real World Application 100%
  • Input Sample 100%
  • Sample Distribution 100%
  3 Scopus citations

• Cyclic Learning for Binaural Audio Generation and Localization

  Li, Z., Zhao, B. & Yuan, Y., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, p. 26659-26668 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Spatial Information 100%
  • Visual Informations 100%
  • Evaluation Metric 100%
  • Audio Recording 100%
  3 Scopus citations

• Depth Helps: Improving Pre-trained RGB-based Policy with Depth Information Injection

  Pang, X., Xia, W., Wang, Z., Zhao, B., Hu, D., Wang, D. & Li, X., 2024, 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2024. Institute of Electrical and Electronics Engineers Inc., p. 7251-7256 6 p. (IEEE International Conference on Intelligent Robots and Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Depth Information 100%
  • Decision-Making 25%
  • RGB Image 25%
  • Related Knowledge 25%

• DISCRIMINATIVE SEMI-SUPERVISED FEATURE SELECTION VIA A CLASS-CREDIBLE PSEUDO-LABEL LEARNING FRAMEWORK

  Qi, X., Zhang, H. & Nie, F., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6895-6899 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Feature Extraction 100%
  • Feature Selection 100%
  • Learning Framework 100%
  • Superior Performance 50%
  • Discriminative Feature 50%

• DNS Tunneling Detection with New Patterns Emerging For Intelligent Agriculture: A Forest-Based Classifier with An Unknown Option

  Dong, H., Zheng, Z., Zhang, L., Nie, F., Wu, J. & Pei, S., 2024, Proceedings - 2024 IEEE Smart World Congress, SWC 2024 - 2024 IEEE Ubiquitous Intelligence and Computing, Autonomous and Trusted Computing, Digital Twin, Metaverse, Privacy Computing and Data Security, Scalable Computing and Communications. Institute of Electrical and Electronics Engineers Inc., p. 1651-1656 6 p. (Proceedings - 2024 IEEE Smart World Congress, SWC 2024 - 2024 IEEE Ubiquitous Intelligence and Computing, Autonomous and Trusted Computing, Digital Twin, Metaverse, Privacy Computing and Data Security, Scalable Computing and Communications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Dual Prior Unfolding for Snapshot Compressive Imaging

  Zhang, J., Zeng, H., Cao, J., Chen, Y., Yu, D. & Zhao, Y. P., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, p. 25742-25752 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Joints (Structural Components) 100%
  • Single Image 100%
  • Effective Feature 100%
  • Focused Attention 100%
  • Vertebral Column 100%
  2 Scopus citations

• Efficient Air Defense Temporal Decision-Making Methods Under Unstable Dimensional States

  Wei, J., Jiang, N., Sun, W., Fan, C. & Yu, D., 2024, Proceedings of 2024 International Conference on New Trends in Computational Intelligence, NTCI 2024. Wang, J. & Pedrycz, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 366-371 6 p. (Proceedings of 2024 International Conference on New Trends in Computational Intelligence, NTCI 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Reinforcement Learning 100%
  • Air Defense 100%
  • Decision-Making 100%
  • Decision Making 100%
  • Simulation Result 50%

• Enhancing Emotion-Cause Pair Extraction in Conversations via Center Event Detection and Reasoning

  Wang, B., Tang, K. & Zhu, P., 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2024. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL), p. 10773-10783 11 p. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Unique Representation 100%

• FIRST 5T 3D: Interferometric performances of a laser written bream combiner for FIRST/SUBARU

  Martin, G., Barjot, K., Lallement, M., Kenchington-Smith, H. D., Huby, E., Lacour, S., D'Amico, C., Stoian, R., Vievard, S., Guyon, O., Zhang, G. & Cheng, G., 2024, Advances in Optical and Mechanical Technologies for Telescopes and Instrumentation VI. Navarro, R. & Jedamzik, R. (eds.). SPIE, 131007C. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13100).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Waveguide 100%
  • Light Source 40%
  • Photonic Integrated Circuits 20%
  • Microelectromechanical System 20%
  • Spatial Filtering 20%

• GAMC: An Unsupervised Method for Fake News Detection Using Graph Autoencoder with Masking

  Yin, S., Zhu, P., Wu, L., Gao, C. & Wang, Z., 25 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 1 ed. Association for the Advancement of Artificial Intelligence, p. 347-355 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Bidirectional Encoder Representations From Transformers 100%
  • Public Perception 100%
  • Graph Representation 100%
  15 Scopus citations

• GIN-SD: Source Detection in Graphs with Incomplete Nodes via Positional Encoding and Attentive Fusion

  Cheng, L., Zhu, P., Tang, K., Gao, C. & Wang, Z., 25 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 1 ed. Association for the Advancement of Artificial Intelligence, p. 55-63 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Transmission Capacities 100%
  • Class Balancing 100%
  11 Scopus citations

• Improving Spectral Snapshot Reconstruction with Spectral-Spatial Rectification

  Zhang, J., Zeng, H., Chen, Y., Yu, D. & Zhao, Y. P., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, p. 25817-25826 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Rectification 100%
  • Imaging Process 50%
  • Channel Dimension 33%
  2 Scopus citations

• Inferring Information Diffusion Networks without Timestamps

  Wang, Y., Hou, D., Gao, C., Li, X. & Wang, Z., 21 Oct 2024, CIKM 2024 - Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2453-2461 9 p. (International Conference on Information and Knowledge Management, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Network Inference 100%
  • Information Diffusion 100%
  • Temporal Information 66%
  • Network Structure 33%
  • Network Topology 33%

• Joint Source Localization in Different Platforms via Implicit Propagation Characteristics of Similar Topics

  Wang, Z., Hou, D., Yin, S., Gao, C. & Li, X., 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 2424-2432 9 p. (IJCAI International Joint Conference on Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Source Localization 100%
  • Propagation Characteristic 100%
  • Regularization 33%
  • Graph Convolutional Network 33%
  • Message Passing 33%

• Kinematic-aware Prompting for Generalizable Articulated Object Manipulation with LLMs

  Xia, W., Wang, D., Pang, X., Wang, Z., Zhao, B., Hu, D. & Li, X., 2024, 2024 IEEE International Conference on Robotics and Automation, ICRA 2024. Institute of Electrical and Electronics Engineers Inc., p. 2073-2080 8 p. (Proceedings - IEEE International Conference on Robotics and Automation).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Articulated Object 100%
  • Kinematic Structure 40%
  • Simulation Object 20%
  5 Scopus citations

• Learning from Temporal Aviation Data to Detect Anomaly Events

  Gao, J., Lu, H. & Li, X., 2024, Proceedings of the 6th China Aeronautical Science and Technology Conference - Volume II. Springer Science and Business Media Deutschland GmbH, p. 295-304 10 p. (Lecture Notes in Mechanical Engineering).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Performance Degradation 100%
  • Input Data 100%
  • Sensor Data 100%
  • Data Sequence 100%
  • Marine Safety 100%
  5 Scopus citations

• MHSA: A Multi-scale Hypergraph Network for Mild Cognitive Impairment Detection via Synchronous and Attentive Fusion

  Yuan, M., Jia, W., Luo, X., Ye, J., Zhu, P. & Li, J., 2024, Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024. Cannataro, M., Zheng, H., Gao, L., Cheng, J., de Miranda, J. L., Zumpano, E., Hu, X., Cho, Y.-R. & Park, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2808-2815 8 p. (Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Distance Vector 100%
  • Feature Fusion Mechanism 100%
  • Coefficient Value 100%
  • Multiscale 100%
  • Mild Cognitive Impairment 100%

• Mono3DVG: 3D Visual Grounding in Monocular Images

  Zhan, Y., Yuan, Y. & Xiong, Z., 25 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 7 ed. Association for the Advancement of Artificial Intelligence, p. 6988-6996 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 7).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • ChatGPT 100%
  2 Scopus citations

• Multi-View Subspace Clustering With Consensus Graph Contrastive Learning

  Zhang, J., Sun, Y., Guo, Y., Wang, Z., Nie, F. & Wang, F., 2024, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6340-6344 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Contrastive Learning 100%
  • Graph Contrastive Learning 100%
  • False Negative 66%
  • Learning Technique 33%
  • Data Distribution 33%
  2 Scopus citations

• New Localization Frameworks: User-centric Approaches to Source Localization in Real-world Propagation Scenarios

  Hou, D., Wang, Y., Gao, C., Li, X. & Wang, Z., 21 Oct 2024, CIKM 2024 - Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 839-848 10 p. (International Conference on Information and Knowledge Management, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Social Platform 100%
  • Misinformation 100%

• Perturbation Guiding Contrastive Representation Learning for Time Series Anomaly Detection

  Tang, L., Wang, Z., He, G., Wang, R. & Nie, F., 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 4955-4963 9 p. (IJCAI International Joint Conference on Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Representation Learning 100%
  • Anomaly Detection 100%
  • Contrastive Learning 33%
  • Selection Strategy 33%
  • Annotation 33%
  1 Scopus citations

• Propagation Structure-Aware Graph Transformer for Robust and Interpretable Fake News Detection

  Zhu, J., Gao, C., Yin, Z., Li, X. & Kurths, J., 24 Aug 2024, KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4652-4663 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Graph Neural Network 100%
  • Multiscale 100%
  • Feature Sequence 100%
  • Self-Attention Mechanism 50%
  • Interpretability 50%
  5 Scopus citations

• REPARAMETERIZATION HEAD FOR EFFICIENT MULTI-INPUT NETWORKS

  Tang, K., Zhao, W., Peng, W., Fang, X., Cui, X., Zhu, P. & Tian, Z., 2024, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6190-6194 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Input Multi 100%
  • Experimental Result 25%
  • Deep Neural Network 25%
  • Real World Application 25%
  • Point Cloud 25%
  4 Scopus citations

• Robust Quadrupedal Locomotion via Risk-Averse Policy Learning

  Shi, J., Bai, C., He, H., Han, L., Wang, D., Zhao, B., Zhao, M., Li, X. & Li, X., 2024, 2024 IEEE International Conference on Robotics and Automation, ICRA 2024. Institute of Electrical and Electronics Engineers Inc., p. 11459-11466 8 p. (Proceedings - IEEE International Conference on Robotics and Automation).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Risk Averse 100%
  • Reinforcement Learning 100%
  • Distortion Measure 100%
  • Robot 50%
  • External Disturbance 50%
  6 Scopus citations

• RumorMixer: Exploring Echo Chamber Effect and Platform Heterogeneity for Rumor Detection

  Xu, H., Gao, C., Li, X. & Wang, Z., 2024, Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Proceedings. Bifet, A., Davis, J., Krilavičius, T., Kull, M., Ntoutsi, E. & Žliobaitė, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 21-37 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14941 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Detrimental Effect 100%
  • Search Space 100%
  • Mixers (Machinery) 100%
  • Model Structure 100%
  • Social Network 100%

• Semi-supervised Dimensionality Reduction with Adaptive Neighbors for Intellgent Agriculture

  Ma, L., Zheng, Z., Nie, F. & Pei, S., 2024, Proceedings - 2024 IEEE Smart World Congress, SWC 2024 - 2024 IEEE Ubiquitous Intelligence and Computing, Autonomous and Trusted Computing, Digital Twin, Metaverse, Privacy Computing and Data Security, Scalable Computing and Communications. Institute of Electrical and Electronics Engineers Inc., p. 1657-1662 6 p. (Proceedings - 2024 IEEE Smart World Congress, SWC 2024 - 2024 IEEE Ubiquitous Intelligence and Computing, Autonomous and Trusted Computing, Digital Twin, Metaverse, Privacy Computing and Data Security, Scalable Computing and Communications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Simple Multigraph Convolution Networks

  Wu, D., Shen, X., Lu, J., Xu, J. & Nie, F., 13 May 2024, WWW 2024 Companion - Companion Proceedings of the ACM Web Conference. Association for Computing Machinery, Inc, p. 794-797 4 p. (WWW 2024 Companion - Companion Proceedings of the ACM Web Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Experimental Result 100%
  • Subgraphs 100%
  • Computational Cost 100%
  • Art Performance 100%
  • Message Passing 100%

• Spatial Iterative Learning Control for Robots in Contact with Unknown Environments

  Guo, Y., Peng, G., Yu, D. & Yang, C., 2024, ICIT 2024 - 2024 25th International Conference on Industrial Technology. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the IEEE International Conference on Industrial Technology).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Robot 100%
  • Reference Trajectory 100%
  • Iterative Learning Control 100%
  • Simulation Result 50%
  • Feedback Control 50%

• SymAttack: Symmetry-aware Imperceptible Adversarial Attacks on 3D Point Clouds

  Tang, K., Wang, Z., Peng, W., Huang, L., Wang, L., Zhu, P., Wang, W. & Tian, Z., 28 Oct 2024, MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 3131-3140 10 p. (MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Symmetry Element 100%
  1 Scopus citations

• TAS: Personalized Text-guided Audio Spatialization

  Li, Z., Zhao, B. & Yuan, Y., 28 Oct 2024, MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 9029-9037 9 p. (MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Spatial Audio 100%
  • Level Description 50%

• Towards Expansive and Adaptive Hard Negative Mining: Graph Contrastive Learning via Subspace Preserving

  Hao, Z., Xin, H., Wei, L., Tang, L., Wang, R. & Nie, F., 13 May 2024, WWW 2024 - Proceedings of the ACM Web Conference. Association for Computing Machinery, Inc, p. 322-333 12 p. (WWW 2024 - Proceedings of the ACM Web Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Graph Contrastive Learning 100%
  • Contrastive Learning 40%
  • Message Passing 40%
  • False Negative 20%
  • Graph Neural Network 20%
  4 Scopus citations
• 2023

  A Convergence Study on the Continuous Action Iterated Hierarchical Dilemma Model with Asymmetric Learning Mechanism

  Chang, J., Jin, X., Peng, D., Yu, D. & Wang, Z., 2023, 13th International Conference on Information Science and Technology, ICIST 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 253-258 6 p. (13th International Conference on Information Science and Technology, ICIST 2023 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Asymmetric 100%
  • Learning Mechanism 100%
  • Numerical Experiment 50%
  • Potential Function 50%
  • Asymptotics 50%

• Are Deep Point Cloud Classifiers Suffer from Out-of-distribution Overconfidence Issue?

  He, X., Tang, K., Shi, Y., Li, Y., Peng, W. & Zhu, P., 2023, 2023 IEEE International Conference on Systems, Man, and Cybernetics: Improving the Quality of Life, SMC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2620-2627 8 p. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Point Cloud 100%
  • Deep Neural Network 50%
  • Application Scenario 16%
  • Sample Distribution 16%
  • Input Distribution 16%
  1 Scopus citations

• Automated Parameters Prediction for Microwave Thermal Ablation of Liver Tumor with Ultrasound Image

  Jia, L., Ding, W., Hao, Y., Liang, P., Yu, J. & Huang, Q., 2023, 2023 IEEE International Conference on Development and Learning, ICDL 2023. Institute of Electrical and Electronics Engineers Inc., p. 43-48 6 p. (2023 IEEE International Conference on Development and Learning, ICDL 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Experimental Result 100%
  • Evaluation Criterion 100%
  • Extracted Feature 100%
  • Image Representation 100%
  • Autoencoder 100%

• Bio-Inspired Audiovisual Multi-Representation Integration via Self-Supervised Learning

  Li, Z., Zhao, B. & Yuan, Y., 26 Oct 2023, MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 3755-3764 10 p. (MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Synchronization 100%
  • Single Representation 50%
  3 Scopus citations

• DBA: An Efficient Approach to Boost Transfer-Based Adversarial Attack Performance Through Information Deletion

  Fan, Z., Zhu, P., Gao, C., Hong, J. & Tang, K., 2023, Knowledge Science, Engineering and Management - 16th International Conference, KSEM 2023, Proceedings. Jin, Z., Jiang, Y., Ma, W., Buchmann, R. A., Ghiran, A.-M. & Bi, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 276-288 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14118 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep Learning Method 100%
  • Deletion Information 100%
  • Learning Model 100%

• Difference Guided VHR Remote Sensing Image Change Detection

  Sun, J., Liu, G., Li, X. & Yuan, Y., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Bad Weather 100%
  • Representative Method 33%
  2 Scopus citations