Northwestern Polytechnical University

Research output

Research output per year 1970 2017 2018 2019 2020 2021 2022 2023 2024 2025 2025

• 50613 Article
• 10479 Conference contribution
• 1543 Review article
• 905 Conference article
• 1293 More
  • 353 Paper
  • 298 Chapter
  • 225 Comment/debate
  • 207 Editorial
  • 128 Letter
  • 43 Book
  • 27 Short survey
  • 12 Foreword/postscript

Research output per year

Research output per year

Search results

• 2025

  3D Single-Object Tracking in Point Clouds with High Temporal Variation

  Wu, Q., Sun, K., An, P., Salzmann, M., Zhang, Y. & Yang, J., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 279-296 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15065 LNCS).

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

  • Tracking Object 100%
  • Temporal Variation 100%
  • Point Cloud 66%
  • Shape Variation 33%
  • Background Noise 16%
  4 Scopus citations

• Advances in Microphone Array Processing and Multichannel Speech Enhancement

  Huang, G., Jensen, J. R., Chen, J., Benesty, J., Christensen, M. G., Sugiyama, A., Elko, G. & Gaensler, T., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  Open Access

  • Multichannel 100%
  • Microphone Array 100%
  • Speech Enhancement 100%
  • Critical Application 33%
  • User Experience 33%

• A Margin-Maximizing Fine-Grained Ensemble Method

  Yuan, J., Chen, H., Luo, R. & Nie, F., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  Open Access

  • Individual Learner 100%

• Ambient Illumination Disentangled Based Weakly-Supervised Image Restoration Using Adaptive Pixel Retention Factor

  Mao, R. & Cui, R., 2025, Pattern Recognition and Computer Vision - 7th Chinese Conference, PRCV 2024, Proceedings. Lin, Z., Zha, H., Cheng, M.-M., He, R., Liu, C.-L., Ubul, K., Silamu, W. & Zhou, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 181-196 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15038 LNCS).

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

  • Image Restoration 100%
  • Response Function 66%
  • Generalization Performance 33%
  • Image Quality 33%
  • Retinex Theory 33%

• 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%
  1 Scopus citations

• A Multi-Modal Fusion Method for 3-Hinge Gyrus Based on Bidirectional Cross-Attention

  Jia, C., Li, X., Sun, Q., Zhang, H., He, X., Zhang, T. & Ren, Y., 2025, ISBI 2025 - 2025 IEEE 22nd International Symposium on Biomedical Imaging, Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).

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

  • Quantitative Technique 100%
  • Magnetic Resonance Imaging 100%
  • Gyrus 100%
  • Functional Characteristic 100%
  • Brain Network 25%

• Analysis of Contact Characteristics of the Planetary Cylindrical Roller Bearing

  Liu, J., Li, X., Xu, Y., Liu, J. & Kong, C., 2025, Proceedings of the TEPEN International Workshop on Fault Diagnostic and Prognostic - TEPEN2024-IWFDP. Wang, Z., Zhang, K., Feng, K., Xu, Y. & Yang, W. (eds.). Springer Science and Business Media B.V., p. 575-584 10 p. (Mechanisms and Machine Science; vol. 141 MMS).

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

  • Cylindrical Roller Bearings 100%
  • Planetary Gear 100%
  • Contact Stress 66%
  • Gear Train 66%
  • Dynamic Loads 33%

• An Event-Triggered MPC Based on Neural Network for Collision Avoidance of Autonomous Vehicles

  He, H., Chen, Y., Gao, J., Hao, S. & Tang, R., 2025, Proceedings of 4th 2024 International Conference on Autonomous Unmanned Systems (4th ICAUS 2024). Liu, L., Niu, Y., Fu, W. & Qu, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 343-354 12 p. (Lecture Notes in Electrical Engineering; vol. 1375 LNEE).

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

  • Neural Network 100%
  • Triggered Event 100%
  • Autonomous Vehicle 100%
  • Collision Avoidance 100%
  • Motion Control 66%

• A Novel Bidirectional Γ-Z-Source Solid State Circuit Breaker for More Electirc Aircraft

  Yang, Y., Zhang, T., Zhou, Z., Ding, Y., Deng, D. & Li, W., 2025, 2025 International Conference on Industrial Technology, ICIT 2025 - Proceedings. 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

  • Circuit Breaker 100%
  • Directional 50%
  • Electric Power Systems 50%
  • Mathematical Model 25%
  • Power Density 25%

• A Numerical Method for Structural Dynamic Analysis of Fixed Offshore Wind Turbines Considering Multi-Field Interaction

  Ma, Q., Lyu, P., Li, T., Wang, H., Ma, R. & Liao, M., 2025, Advances in Applied Nonlinear Dynamics, Vibration, and Control – 2024 - The Proceedings of 2024 International Conference on Applied Nonlinear Dynamics, Vibration and Control, ICANDVC 2024. Jing, X., Yang, D., Ding, H. & Wang, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 270-290 21 p. (Lecture Notes in Electrical Engineering; vol. 1373 LNEE).

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

  • Monopile Foundation 100%

• Appearance- and Orientation-aware Fine-grained Rotated Ship Detection in High-Resolution Satellite Imagery

  Li, Y., Liu, L., Bai, Y., Li, Y. & Shen, Q., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  • Quality Assessment 100%
  • Aspect Ratio 100%
  • High Resolution 100%
  • Satellite Imagery 100%
  • Ship Detection 100%

• A Research on Kill Net Generation Technology of Cooperative Combat System Based on SG-DPSO Algorithm

  Wu, S., Kang, P., Li, J. & Li, B., 2025, Proceedings of 4th 2024 International Conference on Autonomous Unmanned Systems, 4th ICAUS 2024 - Volume VII. Liu, L., Niu, Y., Fu, W. & Qu, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 128-138 11 p. (Lecture Notes in Electrical Engineering; vol. 1380 LNEE).

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

  • Optimization Algorithm 100%
  • Particle Swarm Optimization 100%
  • discrete particle swarm optimization 100%
  • Local Optimal Solution 100%
  • Discrete Domain 100%

• A Review of Blade Vibration Suppression Methods for Large-Scale Horizontal Axis Wind Turbines

  Wei, Y., Cao, Z., Zhang, Y., Ma, R., Li, Q. & Liao, M., 2025, Advances in Applied Nonlinear Dynamics, Vibration, and Control – 2024 - The Proceedings of 2024 International Conference on Applied Nonlinear Dynamics, Vibration and Control, ICANDVC 2024. Jing, X., Yang, D., Ding, H. & Wang, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 255-269 15 p. (Lecture Notes in Electrical Engineering; vol. 1373 LNEE).

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

  • Compressed Air Motors 100%
  • Blade Vibration 100%
  • Horizontal Axis Wind Turbine 100%
  • Vibration Problem 100%
  • Development Trend 33%

• A SAR motion compensation method combining inertial measurement error and FrFT

  Zhou, J., Zhang, Y. & Cheng, Y., 18 Feb 2025, Proceedings of the 3rd International Conference on Signal Processing, Computer Networks and Communications, SPCNC 2024. Association for Computing Machinery, Inc, p. 234-238 5 p. (Proceedings of the 3rd International Conference on Signal Processing, Computer Networks and Communications, SPCNC 2024).

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

  • Synthetic Aperture Radar 100%
  • Measurement Error 100%
  • Inertial Measurement 100%
  • Motion Compensation 100%
  • Fractional-Order 33%

• Asteroid Observation Orbit Design and Transfer Method Based on Analytic Solution of the Tschauner-Hempel Equation

  Liu, S., Cheng, F., Ning, X., Cao, X., Li, W. & Lian, X., 2025, Advances in Guidance, Navigation and Control - Proceedings of 2024 International Conference on Guidance, Navigation and Control Volume 4. Yan, L., Duan, H. & Deng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 193-203 11 p. (Lecture Notes in Electrical Engineering; vol. 1340 LNEE).

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

  • Relative Motion 100%
  • Elliptical Orbit 33%
  • Orbital Transfer 33%
  • Geometrical Configuration 33%
  • Observation Time 33%

• A Study of Improved Meshless Method Visualization Based on Delaunay Triangulation

  Huang, X. & Xu, F., 2025, Proceedings of the 7th China Aeronautical Science and Technology Conference - Volume III. Springer Science and Business Media Deutschland GmbH, p. 175-184 10 p. (Lecture Notes in Mechanical Engineering).

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

  • Set Point 100%
  • Mesh Generation 50%
  • Flow Field 50%
  • Postprocessing 50%
  • Coordinate Point 50%

• Automatic Detection Method for Water Entry Sounds in Strong Ocean Noise Backgrounds

  Liu, T., Duan, R. & Yang, K., 2025, Sixteenth International Conference on Signal Processing Systems, ICSPS 2024. Minasian, R. & Chai, L. (eds.). SPIE, 1355905. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13559).

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

  • False Alarm Rate 100%
  • Experimental Result 50%
  • Simulation Result 50%
  • Target Tracking 50%
  • Single Channel 50%

• BA-GPT: Battlefield Awareness Interactive Q&A System Based on RAG

  Yu, C., Mao, Z., Wu, Y., Tu, Q. & Shen, J., 2025, Proceedings of 4th 2024 International Conference on Autonomous Unmanned Systems, 4th ICAUS 2024 - Volume III. Liu, L., Niu, Y., Fu, W. & Qu, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 300-309 10 p. (Lecture Notes in Electrical Engineering; vol. 1376 LNEE).

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

  • Growing Recognition 100%

• Bearing fault diagnosis based on TQWT and graph under strong noise

  Hou, W., Zhang, C., Cai, K., Wan, F. & Feng, Y., 2025, Equipment Intelligent Operation and Maintenance - Proceedings of the 1st International Conference on Equipment Intelligent Operation and Maintenance, ICEIOM 2023. Yan, R. & Lin, J. (eds.). CRC Press/Balkema, p. 702-709 8 p. (Equipment Intelligent Operation and Maintenance - Proceedings of the 1st International Conference on Equipment Intelligent Operation and Maintenance, ICEIOM 2023; vol. 1).

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

  • Wavelet 100%
  • Wavelet Analysis 100%
  • Q Factor 100%
  • Neural Network 100%
  • Penalty Optimisation 33%

• Binaural Rendering Using Mixed-Order Ambisonic Scheme

  Xia, J. & Zhang, W., 2025, Proceedings of the 10th Conference on Sound and Music Technology - Revised Selected Papers from CMST. Qian, K., Wang, X., Meng, Q. & Chen, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 85-99 15 p. (Lecture Notes in Electrical Engineering; vol. 1268 LNEE).

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

  • Computation Complexity 100%
  • Auditory Perception 100%
  • Computational Complexity 50%
  • Effective Method 50%
  • Modeling Error 50%

• Boosting Gaze Object Prediction via Pixel-Level Supervision from Vision Foundation Model

  Jin, Y., Zhang, L., Yan, S., Fan, B. & Wang, B., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 369-386 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15127 LNCS).

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

  • Inference Model 100%
  • Spatial Object 100%

• Bright-NeRF: Brightening Neural Radiance Field with Color Restoration from Low-Light RAW Images

  Wang, M., Huang, X., Zhou, G., Guo, Q. & Wang, Q., 11 Apr 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 8 ed. Association for the Advancement of Artificial Intelligence, p. 7817-7825 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 8).

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

  • Neural Radiance Field 100%
  • Chromatic Adaptation 50%
  • Experimental Result 25%
  • de-noising 25%
  • Unsupervised Manner 25%

• CAMEL: Cross-Attention Enhanced Mixture-of-Experts and Language Bias for Code-Switching Speech Recognition

  Wang, H., Wan, X., Zheng, N., Liu, K., Zhou, H., Li, G. & Xie, L., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  Open Access

  • Speech Recognition 100%
  • Language Specific 60%
  • Experimental Result 20%
  • Art Performance 20%
  • Information Language 20%

• Collaborative Guidance Algorithm Based on Offline Pre-training and Online Reinforcement Learning

  Lv, Z., Hu, Y., Tian, Z., Fu, B., Ren, H. & Fu, W., 2025, Proceedings of 4th 2024 International Conference on Autonomous Unmanned Systems, 4th ICAUS 2024. Liu, L., Niu, Y., Fu, W. & Qu, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 443-453 11 p. (Lecture Notes in Electrical Engineering; vol. 1377 LNEE).

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

  • Reinforcement Learning 100%
  • Correction Term 40%
  • Simulation Result 20%
  • Applicability 20%
  • Remaining Time 20%

• CONDA: Condensed Deep Association Learning for Co-salient Object Detection

  Li, L., Liu, N., Zhang, D., Li, Z., Khan, S., Anwer, R., Cholakkal, H., Han, J. & Khan, F. S., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 287-303 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15108 LNCS).

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

  • image feature 100%
  • Salient Object Detection 100%
  • Noise Reduction 100%
  • Experimental Result 50%
  • Aggregation Network 50%
  1 Scopus citations

• Consensus Graph-Based Spectral Ensemble Clustering via Low-Rank Tensor Learning

  Cao, Z., Xin, H., Zhao, Z., Wang, J. & Wang, R., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  • Superior Performance 100%
  • Postprocessing 100%
  • Connected Component 100%
  • Laplace Operator 100%
  • Clustering Structure 100%

• Control Barrier Function Based Three-Channel Coupling Control of Air-Breathing Hypersonic Vehicle with AoA Constraint

  Huang, J., Liu, J., Guo, H. & Fu, W., 2025, Proceedings of 4th 2024 International Conference on Autonomous Unmanned Systems, 4th ICAUS 2024. Liu, L., Niu, Y., Fu, W. & Qu, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 284-294 11 p. (Lecture Notes in Electrical Engineering; vol. 1377 LNEE).

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

  • Challenge Phase 100%
  • Longitudinal Load 50%

• Convex Optimization Guidance of Ascent Trajectory Sequence with Free Final Time

  Wang, H., Ding, Y. & Yue, X., 2025, Advances in Guidance, Navigation and Control - Proceedings of 2024 International Conference on Guidance, Navigation and Control Volume 5. Yan, L., Duan, H. & Deng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 330-339 10 p. (Lecture Notes in Electrical Engineering; vol. 1341 LNEE).

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

  • Subproblem 100%
  • Control Constraint 100%
  • Free Final Time 100%
  • Optimisation Problem 50%
  • Nodes 50%

• Cooperative Multi-UAV Target Tracking and Control Using Bearing-Only Measurements

  Li, J., Hu, J., Lei, Y. & Xu, Z., 2025, Proceedings of 4th 2024 International Conference on Autonomous Unmanned Systems, 4th ICAUS 2024 - Volume VI. Liu, L., Niu, Y., Fu, W. & Qu, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 648-657 10 p. (Lecture Notes in Electrical Engineering; vol. 1379).

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

  • Unmanned Aerial Vehicle 100%
  • Tracking (Position) 100%
  • Target Tracking 100%
  • Cooperative Multi 100%
  • Noisy Environment 14%

• Cooperative Target Localization of Aircraft Cluster Based on Multi-view Image Information Fusion

  Zhao, W., Zhang, D., Li, L., Chen, J., Ren, J., Qi, H., Lu, R., Hu, J. & Han, J., 2025, Advances in Guidance, Navigation and Control - Proceedings of 2024 International Conference on Guidance, Navigation and Control Volume 5. Yan, L., Duan, H. & Deng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 555-566 12 p. (Lecture Notes in Electrical Engineering; vol. 1341 LNEE).

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

  • Causal Factor 100%

• Coordinated Transportation of Tethered Multi-rotor UAVs Under Wind Disturbance

  Liu, Y., Lai, Y. & Zhang, F., 2025, Advances in Guidance, Navigation and Control - Proceedings of 2024 International Conference on Guidance, Navigation and Control Volume 5. Yan, L., Duan, H. & Deng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 300-310 11 p. (Lecture Notes in Electrical Engineering; vol. 1341 LNEE).

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

  • Unmanned Aerial Vehicle 100%
  • Rotors 100%
  • Pilotless Aircraft 100%
  • Attitude Control 100%
  • Simulation Result 25%

• Copper Loss Minimization Control for the Main Machine in Two-Stage Starter-Generator under Wide Speed Range and Variable Load Conditions

  Gao, X., Liu, W., Jiao, N., Zhou, Y., Yao, P. & Wang, Z., 2025, 2025 International Conference on Industrial Technology, ICIT 2025 - Proceedings. 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

  • Load Condition 100%
  • Copper Loss 100%
  • Reference Value 16%
  • Rotors 16%
  • Control Strategy 16%

• Cross-Platform Video Person ReID: A New Benchmark Dataset and Adaptation Approach

  Zhang, S., Luo, W., Cheng, D., Yang, Q., Ran, L., Xing, Y. & Zhang, Y., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 270-287 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15085 LNCS).

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

  • Visual Feature 100%
  • Person Re-Identification 100%
  • Language Modeling 100%

• Current Status and Future Prospects of Brain-Inspired Intelligence Development: A Review

  Zhu, D., Zhang, S., Zhao, W., Han, J. & Zhang, D., 21 Jan 2025, Proceedings of 2024 5th International Conference on Computer Science and Management Technology, ICCSMT 2024. Association for Computing Machinery, Inc, p. 55-60 6 p. (Proceedings of 2024 5th International Conference on Computer Science and Management Technology, ICCSMT 2024).

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

• 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%

• Development of a Virtual Ground Testing Model for Aerospace Electromechanical Actuator Design Performance Evaluation

  Yang, S., Li, C., Guo, N., Xu, C. & Hu, C., 2025, Advances in Applied Nonlinear Dynamics, Vibration, and Control – 2024 - The Proceedings of 2024 International Conference on Applied Nonlinear Dynamics, Vibration and Control, ICANDVC 2024. Jing, X., Yang, D., Ding, H. & Wang, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 322-336 15 p. (Lecture Notes in Electrical Engineering; vol. 1373 LNEE).

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

  • Actuator 100%
  • Dynamic Model 33%
  • Simplifies 16%
  • Nonlinearity 16%
  • Actuator System 16%

• Dimensionality-Reduced Spatial Bipartite Graph Clustering for Hyperspectral and LiDAR Data

  Cao, Z., Xin, H., Yan, B., Sui, J. & Wang, R., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  • Remote Sensing 100%
  • Hyperspectral Image 100%
  • Data Transmission 100%
  • Spectral Band 100%
  • Supervised Classification 100%

• Direct Lift Carrier Landing Control Based on Adaptive Nonlinear Dynamic Inversion for Carrier-Based Aircraft

  Chen, T., Liu, X., Li, K. & Chen, J., 2025, Advances in Guidance, Navigation and Control - Proceedings of 2024 International Conference on Guidance, Navigation and Control Volume 6. Yan, L., Duan, H. & Deng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 173-182 10 p. (Lecture Notes in Electrical Engineering; vol. 1342 LNEE).

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

  • Angle-of-Attack 100%
  • Non-Linear Dynamics 100%
  • Air Carrier 100%
  • Control System 66%
  • Flight Path 33%

• DOA Estimation Based on Enhanced SRP-MVDR Using Kronecker Product Decomposition for Large Rectangular Microphone Arrays

  Zeng, Y., Jin, J., Huang, G., Chen, J. & Benesty, J., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  • Orthogonality 100%
  • Microphone Array 100%
  • Direction-of-Arrival Estimation 100%
  • Simulation Result 25%
  • Computational Complexity 25%

• Domain-Level Disentanglement Framework Based on Information Enhancement for Cross-Domain Cold-Start Recommendation

  Rong, N., Xiong, F., Pan, S., Luo, G., Wu, J. & Wang, L., 11 Apr 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 12 ed. Association for the Advancement of Artificial Intelligence, p. 12488-12496 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 12).

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

  • Cold Start 100%
  • User Variability 100%
  • Experimental Result 16%
  • Domain Knowledge 16%
  • Tower 16%

• Dual-Branch Task Residual Enhancement with Parameter-Free Attention for Zero-Shot Multi-label Image Recognition

  Zhang, S., Dang, K., Cheng, D., Xing, Y., Wu, Q., Kong, D. & Zhang, Y., 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 160-171 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15322 LNCS).

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

  • Multi-Label Image Recognition 100%
  • Supplementary Material 33%

• Dual-Scale Temporal Dependency Learning for Unsupervised Video Anomaly Detection

  Li, X., Wang, X., Du, Z. & Wang, Q., 2025, Pattern Recognition and Computer Vision - 7th Chinese Conference, PRCV 2024, Proceedings. Lin, Z., Zha, H., Cheng, M.-M., He, R., Liu, C.-L., Ubul, K., Silamu, W. & Zhou, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 284-298 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15040 LNCS).

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

  • Anomaly Detection 100%
  • Experimental Result 33%
  • Pre-Trained Model 33%
  • Enhancement Module 33%
  • Unsupervised Method 33%

• Dual Supervised Contrastive Learning Based on Perturbation Uncertainty for Online Class Incremental Learning

  Su, S., Chen, Z., Liang, G., Zhang, S. & Zhang, Y., 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 32-47 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15309 LNCS).

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

  • Contrastive Learning 100%
  • Class-Incremental Learning 100%
  • Fully Connected Layer 33%
  • Contrastive Loss 33%
  • Data Stream 33%

• Durable Ag-Coated Micro-Crack Velcro Electrode for Hi-Fi Bioelectric Signals in Hairy Areas

  Guo, J., Fu, K., Zhang, Z., Bai, R., Wang, X., Xue, K., Chen, H., Li, L., Hu, H., Wang, M., Chang, H. & Ji, B., 2025, 2025 IEEE 38th International Conference on Micro Electro Mechanical Systems, MEMS 2025. Institute of Electrical and Electronics Engineers Inc., p. 299-302 4 p. (Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS)).

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

  • Durables 100%
  • Microcrack 100%
  • Micro Crack 100%
  • Bioenergy 100%
  • Conductive 66%

• Dynamic Analysis of Flight Vehicle Airframe Cabins with Slot-Nut Type Bolted Flange Joints

  Zhang, S., Yang, J., Gou, Y., Guo, N. & Xu, C., 2025, Advances in Applied Nonlinear Dynamics, Vibration, and Control – 2024 - The Proceedings of 2024 International Conference on Applied Nonlinear Dynamics, Vibration and Control, ICANDVC 2024. Jing, X., Yang, D., Ding, H. & Wang, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 307-321 15 p. (Lecture Notes in Electrical Engineering; vol. 1373 LNEE).

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

  • Flange Joint 100%

• Dynamic Event-Triggered Consensus Control for Nonlinear Multi-agent Systems with External Disturbances

  Di, F., Zhao, J., Zhao, K., Yu, T., Zhang, K., Su, L. & Xu, Y., 2025, Advances in Guidance, Navigation and Control - Proceedings of 2024 International Conference on Guidance, Navigation and Control Volume 7. Yan, L., Duan, H. & Deng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 45-54 10 p. (Lecture Notes in Electrical Engineering; vol. 1343 LNEE).

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

  • Multi Agent System 100%
  • Triggered Event 100%
  • Event-Triggered Control 100%
  • Consensus Control 100%
  • Control Method 66%

• Dynamic Event-Triggered Robust Cooperative Path Following Control of Fixed-Wing UAVs

  Yang, Z., Guo, Z., Xu, Y. & Luo, D., 2025, Advances in Guidance, Navigation and Control - Proceedings of 2024 International Conference on Guidance, Navigation and Control Volume 7. Yan, L., Duan, H. & Deng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 342-351 10 p. (Lecture Notes in Electrical Engineering; vol. 1343 LNEE).

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

  • Unmanned Aerial Vehicle 100%
  • Fixed Wings 100%
  • Obstacle Avoidance 100%
  • Control Strategy 50%
  • Actuator 50%

• Dynamics Modeling and Analysis of Hose Whipping Phenomenon in the Hose-Drogue Aerial Refueling System with Variable Length

  Zhang, Z., Zhao, W., Wu, Z., Yang, S. & Qu, Y., 2025, Advances in Guidance, Navigation and Control - Proceedings of 2024 International Conference on Guidance, Navigation and Control Volume 7. Yan, L., Duan, H. & Deng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 428-436 9 p. (Lecture Notes in Electrical Engineering; vol. 1343 LNEE).

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

  • Dynamic Method 100%
  • Multibody Dynamics 100%

• DyNo: Dynamic Normalization based Test-Time Adaptation for 2D Medical Image Segmentation

  Fu, Y., Chen, Z., Ye, Y. & Xia, Y., 2025, Machine Learning in Medical Imaging - 15th International Workshop, MLMI 2024, Held in Conjunction with MICCAI 2024, Proceedings. Xu, X., Cui, Z., Sun, K., Rekik, I. & Ouyang, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 269-279 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15241 LNCS).

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

  • Image Segmentation 100%
  • Pre-Trained Model 33%
  • Multiple Domain 33%
  • Leaning Parameter 33%
  • Segmentation Task 33%