School of Computer Science and Technology

Research output

Research output per year 1995 2018 2019 2020 2021 2022 2023 2024 2025

• 2734 Article
• 2296 Conference contribution
• 152 Conference article
• 55 Paper
• 140 More
  • 52 Review article
  • 46 Chapter
  • 22 Editorial
  • 8 Comment/debate
  • 5 Book
  • 5 Letter
  • 2 Short survey

Research output per year

Research output per year

Search results

• 2025

  Adaptive ensemble optimization for memory-related hyperparameters in retraining DNN at edge

  Xu, Y., Han, R., Zuo, X., Ouyang, J., Liu, C. H. & Chen, L. Y., Mar 2025, In: Future Generation Computer Systems. 164, 107600.

  Research output: Contribution to journal › Article › peer-review

  • Deep Neural Network 100%
  • Leaning Parameter 100%
  • Model Accuracy 33%
  • Task Performance 16%
  • Data Domain 16%

• Catalytic activity of graphene and hydroxy graphene nanosheets in the pyrolysis of CL-20 by ReaxFF-MD simulation

  Gao, J., Chen, K., Guo, D., Wang, P., Wang, Z., Jin, S., Li, L., Wang, J., Song, L. & She, C., 1 Feb 2025, In: Applied Surface Science. 681, 161541.

  Research output: Contribution to journal › Article › peer-review

  • Graphene 100%
  • Pyrolysis 100%
  • Nanosheet 100%
  • Enzymatic Activity 100%
  • Composite Structure 16%

• Characterization of irradiation-induced dislocation loops in Vanadium at 25-500 °C

  Zhang, Q., Li, L., Chen, S., Dong, Y., Fu, E., Chang, X., Bao, L., Guo, X., Jin, K. & Xue, Y., Jan 2025, In: Journal of Nuclear Materials. 603, 155428.

  Research output: Contribution to journal › Article › peer-review

  • Dislocation Loop 100%
  • Room Temperature 50%
  • Observables 25%
  • Temperature Range 25%
  • Promising Candidate 25%

• Fusing temporal and semantic dependencies for session-based recommendation

  Fu, H., Qin, Z., Xue, W. & Ding, G., Jan 2025, In: Information Processing and Management. 62, 1, 103896.

  Research output: Contribution to journal › Article › peer-review

  • Semantic Dependency 100%
  • Module Dependency 50%
  • User Preference 25%

• IMUNE: A novel evolutionary algorithm for influence maximization in UAV networks

  Chen, J., Han, S., Tian, D. & Hu, C., Jan 2025, In: Journal of Network and Computer Applications. 233, 104038.

  Research output: Contribution to journal › Article › peer-review

  • Evolutionary Algorithms 100%
  • Unmanned Aerial Vehicle 100%
  • Dynamic Network 66%
  • Fitness Function 50%
  • Diffusion Model 33%

• Insights into the combustion mechanisms of turpentine oil based on ReaxFF molecular dynamics simulations

  She, C., Zhang, T., Gao, J., Wang, Z., Jin, S., Li, L., Wang, J., Song, L., Chen, P. & Chen, K., 1 Jan 2025, In: Fuel. 379, 132982.

  Research output: Contribution to journal › Article › peer-review

  • Oxidation Reaction 100%
  • Camphene 100%
  • Activation Energy 50%
  • Molecular Structure 25%
  • Dehydrogenation 25%

• Introducing bidirectional attention for autoregressive models in abstractive summarization

  Zhao, J., Sun, X. & Feng, C., Jan 2025, In: Information Sciences. 689, 121497.

  Research output: Contribution to journal › Article › peer-review

  • Convolutional Neural Network 100%
  • Abstractive Summarization 100%
  • Summarization 100%
  • Evaluation Result 33%
  • Reinforcement Learning 33%

• L2T-DFM: Learning to Teach with Dynamic Fused Metric

  Hai, Z., Pan, L., Liu, X. & Han, M., Mar 2025, In: Pattern Recognition. 159, 111124.

  Research output: Contribution to journal › Article › peer-review

  • Information Loss 100%
  • Computational Cost 100%
  • Image Segmentation 100%
  • Object Detection 100%
  • Similarity Measurement 100%

• Physicochemical double protection enables stable MXene for high-rate performance hybrid supercapacitors

  Zhang, S., Li, X., Gao, Y., Li, L., Bao, L. & Li, X., 10 Mar 2025, In: Journal of Materials Science and Technology. 211, p. 89-97 9 p.

  Research output: Contribution to journal › Article › peer-review

  • MXene 100%
  • Hybrid Supercapacitor 100%
  • Oxidation Reaction 33%
  • Energy Density 16%
  • Electron Transfer 16%
  1 Citation (Scopus)

• Spatio-Temporal correspondence attention network for vessel segmentation in X-ray coronary angiography

  Gao, Y., Ai, D., Wang, Y., Cao, K., Song, H., Fan, J., Xiao, D., Zhang, T., Wang, Y. & Yang, J., Jan 2025, In: Biomedical Signal Processing and Control. 99, 106792.

  Research output: Contribution to journal › Article › peer-review

  • Attention (Machine Learning) 100%
  • Vessel Segmentation 100%
  • Temporal Information 100%
  • Deep Learning Method 100%
  • Ships 100%
• 2024

  3D ARCNN: An Asymmetric Residual CNN for False Positive Reduction in Pulmonary Nodule

  Liu, B., Song, H., Li, Q., Lin, Y., Weng, X., Su, Z. & Yang, J., 1 Jan 2024, In: IEEE Transactions on Nanobioscience. 23, 1, p. 18-25 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Convolutional Neural Network 100%
  • False Positive 100%
  • Lung Nodule 100%
  • False Positive Result 100%
  • Detection Technique 100%
  2 Citations (Scopus)

• Accurate and robust segmentation of cerebral vasculature on four-dimensional arterial spin labeling magnetic resonance angiography using machine-learning approach

  Liao, W., Shi, G., Lv, Y., Liu, L., Tang, X., Jin, Y., Ning, Z., Zhao, X., Li, X. & Chen, Z., Jul 2024, In: Magnetic Resonance Imaging. 110, p. 86-95 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Arterial Spin Labeling 100%
  • Magnetic Resonance Angiography 100%

• A collaborative learning framework for knowledge graph embedding and reasoning

  Wang, H., Song, D., Wu, Z., Li, J., Zhou, Y. & Xu, J., 8 Apr 2024, In: Knowledge-Based Systems. 289, 111505.

  Research output: Contribution to journal › Article › peer-review

  • Learning Framework 100%
  • Collaborative Learning 100%
  • Reasoning Model 100%
  • Decision-Making 33%
  • Information Loss 33%

• A Comprehensive Study of Open-Source Printed Circuit Board (PCB) Design Software Bugs

  Zhao, X., Jiang, H., Guo, S., Liu, D., Liu, H., Shi, C. & Li, X., 2024, In: IEEE Transactions on Instrumentation and Measurement. 73, 2005816.

  Research output: Contribution to journal › Article › peer-review

  • Logic Error 100%
  • Engineering Principle 100%

• A Cooperative Analysis to Incentivize Communication-Efficient Federated Learning

  Li, Y., Li, F., Yang, S., Zhang, C., Zhu, L. & Wang, Y., 2024, In: IEEE Transactions on Mobile Computing. 23, 10, p. 10175-10190 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Federated Learning 100%
  • Incentive Mechanism 100%
  • Aggregator 33%
  • Information Assumption 33%
  • Art Performance 12%
  1 Citation (Scopus)

• AcouWrite: Acoustic-Based Handwriting Recognition on Smartphones

  Zeng, Q., Li, F., Zhao, Z., Li, Y. & Wang, Y., 2024, In: IEEE Transactions on Mobile Computing. 23, 8, p. 8557-8568 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Handwriting Recognition 100%
  • Real Time 100%
  • Error Correction 50%
  • Mobile Device 33%
  • Convolutional Neural Network 33%
  1 Citation (Scopus)

• Adaptive Hypersphere Data Description for few-shot one-class classification

  Ren, Y., Liu, X., Pan, L. & Niu, L., 2024, (Accepted/In press) In: Applied Intelligence.

  Research output: Contribution to journal › Article › peer-review

  • Data Description 100%
  • Class Classification 100%
  • Feature Space 25%
  • Experimental Result 12%
  • Training Sample 12%

• Adaptive Knowledge Distillation for High-Quality Unsupervised MRI Reconstruction with Model-Driven Priors

  Wu, Z. & Li, X., 1 Jun 2024, In: IEEE Journal of Biomedical and Health Informatics. 28, 6, p. 3571-3582 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Deep Learning 100%
  • Experimental Result 100%
  • Compressed Sensing 100%
  • Reconstruction Result 100%
  • Learning Technology 100%

• Adaptive vertical federated learning via feature map transferring in mobile edge computing

  Li, Y., Sha, T., Baker, T., Yu, X., Shi, Z. & Hu, S., Apr 2024, In: Computing (Vienna/New York). 106, 4, p. 1081-1097 17 p.

  Research output: Contribution to journal › Article › peer-review

  • Multi-Access Edge Computing 100%
  • Federated Learning 100%
  • Convolutional Neural Network 33%
  • Learning Algorithm 33%
  • Machine Learning 16%
  3 Citations (Scopus)

• Adversarial attacks on video quality assessment models

  Hu, Z., Liu, L., Sang, Q. & Wang, C., 7 Jun 2024, In: Knowledge-Based Systems. 293, 111655.

  Research output: Contribution to journal › Article › peer-review

  • Adversarial Machine Learning 100%
  • Assessment Model 100%
  • Video Quality Assessment 100%
  • Quality Assessment 100%
  • Subnetwork 85%
  2 Citations (Scopus)

• Affine Constrained Binocular Camera Calibration With Planar Target Single-Axis Translating

  Zheng, Z., Fan, J., Shao, L., Yang, H., Zhao, L., Song, H., Ai, D., Fu, T., Xiao, D., Wang, Y. & Yang, J., 2024, In: IEEE Transactions on Instrumentation and Measurement. 73, p. 1-13 13 p., 5018313.

  Research output: Contribution to journal › Article › peer-review

  • Planar Target 100%
  • Coordinate System 75%
  • Camera Parameter 75%
  • Instrument Calibration 50%
  • Principal Point 50%
  1 Citation (Scopus)

• A fusion of centrality and correlation for feature selection

  Qiu, P., Zhang, C., Gao, D. & Niu, Z., 1 May 2024, In: Expert Systems with Applications. 241, 122548.

  Research output: Contribution to journal › Article › peer-review

  • Probabilistic Strategy 100%
  1 Citation (Scopus)

• A joint learning method for incomplete and imbalanced data in electronic health record based on generative adversarial networks

  Weng, X., Song, H., Lin, Y., Wu, Y., Zhang, X., Liu, B. & Yang, J., Jan 2024, In: Computers in Biology and Medicine. 168, 107687.

  Research output: Contribution to journal › Article › peer-review

  • Missing Value 100%
  • Conditionals 16%
  • Conditional Generation 16%
  1 Citation (Scopus)

• A lightweight multi-layer perceptron for efficient multivariate time series forecasting

  Wang, Z., Ruan, S., Huang, T., Zhou, H., Zhang, S., Wang, Y., Wang, L., Huang, Z. & Liu, Y., 15 Mar 2024, In: Knowledge-Based Systems. 288, 111463.

  Research output: Contribution to journal › Article › peer-review

  • Multilayer Perceptron 100%
  • Multivariate Time Series 100%
  • Temporal Locality 66%
  • Deep Learning 33%
  • Graph Neural Network 33%
  4 Citations (Scopus)

• Alleviating repetitive tokens in non-autoregressive machine translation with unlikelihood training

  Wang, S., Shi, S. & Huang, H., Mar 2024, In: Soft Computing. 28, 5, p. 4681-4688 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Autoregressive Model 100%
  • Number 100%

• A multi-dimensional CFD framework for fast patient-specific fractional flow reserve prediction

  Yan, Q., Xiao, D., Jia, Y., Ai, D., Fan, J., Song, H., Xu, C., Wang, Y. & Yang, J., Jan 2024, In: Computers in Biology and Medicine. 168, 107718.

  Research output: Contribution to journal › Article › peer-review

  • Computational Fluid Dynamics 100%
  • Patient Specific 100%
  • Initial Condition 100%
  • Boundary Condition 100%
  • Retrospective Study 100%
  4 Citations (Scopus)

• A multi-level multi-task progressive framework based on relational graph convolutional networks for causal emotion entailment

  Zhou, C., Song, D., Wu, Z., Hu, L., Xu, J. & Zhou, Y., 5 Sept 2024, In: Knowledge-Based Systems. 299, 112108.

  Research output: Contribution to journal › Article › peer-review

  • Graph Convolutional Network 100%
  • Interaction Graph 100%
  • Relational Graph 100%
  • Joint Distribution 50%
  • Art Performance 25%

• An empirical study of problems and evaluation of IoT malware classification label sources

  Lei, T., Xue, J., Wang, Y., Baker, T. & Niu, Z., Jan 2024, In: Journal of King Saud University - Computer and Information Sciences. 36, 1, 101898.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Antivirus 100%
  • Accuracy Research 40%
  • Virus Detection 20%
  • Ad-Aware 20%
  • Classification Hierarchy 20%
  4 Citations (Scopus)

• A New Framework of Collaborative Learning for Adaptive Metric Distillation

  Liu, H., Ye, M., Wang, Y., Zhao, S., Li, P. & Shen, J., 1 Jun 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 6, p. 8266-8277 12 p.

  Research output: Contribution to journal › Article › peer-review

  • New-State 100%
  • Feature Space 100%
  • classification result 100%
  • Backbone Network 100%
  • Collaborative Learning 100%
  2 Citations (Scopus)

• ANNProof: Building a verifiable and efficient outsourced approximate nearest neighbor search system on blockchain

  Lu, L., Wen, Z., Yuan, Y., He, Q., Chen, J. & Liu, Z., Jul 2024, In: Future Generation Computer Systems. 156, p. 206-220 15 p.

  Research output: Contribution to journal › Article › peer-review

  • Data Structure 100%
  • Blockchain 100%
  • Neighbour Search 100%
  • Sharding 40%
  • Provider Service 20%
  1 Citation (Scopus)

• A novel malware detection method based on API embedding and API parameters

  Zhou, B., Huang, H., Xia, J. & Tian, D., Jan 2024, In: Journal of Supercomputing. 80, 2, p. 2748-2766 19 p.

  Research output: Contribution to journal › Article › peer-review

  • Malware Detection 100%
  • Malware 100%
  • Detection Method 100%
  • Information System 66%
  • Multilayer Perceptron 66%
  1 Citation (Scopus)

• A Novel Three-Stage Collision-Risk Pre-Warning Model for Construction Vehicles and Workers

  Gan, W., Gu, K., Geng, J., Qiu, C., Yang, R., Wang, H. & Hu, X., Aug 2024, In: Buildings. 14, 8, 2324.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Collision Risk 100%
  • Construction Site 36%
  • Computer Vision 25%
  • Leaning Parameter 25%
  • Data Collection 25%

• APIE: An information extraction module designed based on the pipeline method

  Jiang, X., Cheng, Y., Zhang, S., Wang, J. & Ma, B., Mar 2024, In: Array. 21, 100331.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Information Extraction 100%
  • Named Entity Recognition 75%
  • Attention (Machine Learning) 25%
  • Experimental Result 25%
  • Multitask Learning 25%
  2 Citations (Scopus)

• Application of adaptive chaotic dung beetle optimization algorithm to near-infrared spectral model transfer

  Qian, S., Wang, Z., Chao, H., Xu, Y., Wei, Y., Gu, G., Zhao, X., Lu, Z., Zhao, J., Ren, J., Jin, S., Li, L. & Chen, K., 15 Nov 2024, In: Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy. 321, 124718.

  Research output: Contribution to journal › Article › peer-review

  • Hexamethylenetetramine 100%
  • Acetic Acid 100%
  • Near Infrared Spectroscopy 100%
  • Transferring 50%
  • Canis Lupus 50%

• A Quantum Probability Driven Framework for Joint Multi-Modal Sarcasm, Sentiment and Emotion Analysis

  Liu, Y., Zhang, Y. & Song, D., 1 Jan 2024, In: IEEE Transactions on Affective Computing. 15, 1, p. 326-341 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Emotion Analysis 100%
  • Driven Framework 100%
  • Human Cognition 100%
  • Decision-Making 33%
  • Analysis Framework 33%

• A segmented trajectory planning and guidance method for hypersonic glide vehicles considering target detection performance

  Li, C., Ma, J., Liang, X. & Guo, Y., Oct 2024, In: Aerospace Science and Technology. 153, 109461.

  Research output: Contribution to journal › Article › peer-review

  • Detection Performance 100%
  • Target Tracking 100%
  • Trajectory Planning 100%
  • Predictive Control Model 100%
  • Optimisation Problem 66%

• A simple but effective vision transformer framework for visible–infrared person re-identification

  Li, Y., Zhao, S. & Shen, J., Dec 2024, In: Computer Vision and Image Understanding. 249, 104192.

  Research output: Contribution to journal › Article › peer-review

  • Vision Transformer 100%
  • Person Re-Identification 100%
  • Convolutional Neural Network 85%
  • Training Data 14%
  • Visual Representation 14%

• AStore: Uniformed Adaptive Learned Index and Cache for RDMA-enabled Key-Value Store

  Qiao, P., Zhang, Z., Li, Y., Yuan, Y., Wang, S., Wang, G. & Yu, J. X., 2024, (Accepted/In press) In: IEEE Transactions on Knowledge and Data Engineering. p. 1-18 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Communication Overhead 100%
  • Optimization Technique 100%
  • Memory Footprint 100%
  • Systems Performance 100%
  • Dynamic Workload 100%

• A Survey of Knowledge Enhanced Pre-Trained Language Models

  Hu, L., Liu, Z., Zhao, Z., Hou, L., Nie, L. & Li, J., 1 Apr 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 4, p. 1413-1430 18 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Language Modeling 100%
  • Pre-Trained Language Models 100%
  • Natural Language Processing 100%
  • Supervised Learning 50%
  • Knowledge Graph 28%
  24 Citations (Scopus)

• A Survey of Multi-Dimensional Indexes: Past and Future Trends

  Li, M., Wang, H., Dai, H., Li, M., Chai, C., Gu, R., Chen, F., Chen, Z., Li, S., Liu, Q. & Chen, G., 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 8, p. 3635-3655 21 p.

  Research output: Contribution to journal › Article › peer-review

  • Dimensional Index 100%
  • Index Structure 42%
  • Research Direction 14%
  • Machine Learning Technique 14%
  • Indexing Method 14%
  1 Citation (Scopus)

• A syntactic multi-level interaction network for rumor detection

  Chen, Z., Zhuang, F., Liao, L., Jia, M., Li, J. & Huang, H., Feb 2024, In: Neural Computing and Applications. 36, 4, p. 1713-1726 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Syntactics 100%
  • Dependency Relationship 33%
  • Performance Evaluation 16%
  • Attention (Machine Learning) 16%
  • Experimental Result 16%
  2 Citations (Scopus)

• ATT&CK-based Advanced Persistent Threat attacks risk propagation assessment model for zero trust networks

  Zhang, J., Zheng, J., Zhang, Z., Chen, T., Tan, Y. A., Zhang, Q. & Li, Y., May 2024, In: Computer Networks. 245, 110376.

  Research output: Contribution to journal › Article › peer-review

  • Attack Technique 100%
  • frequent item set 50%
  • Access Control Decision 50%
  • Relationship Diagram 50%
  • Threat Landscape 50%
  3 Citations (Scopus)

• Augmented Reality Navigation System for Biliary Interventional Procedures With Dynamic Respiratory Motion Correction

  Yang, S., Wang, Y., Ai, D., Geng, H., Zhang, D., Xiao, D., Song, H., Li, M. & Yang, J., 1 Feb 2024, In: IEEE Transactions on Biomedical Engineering. 71, 2, p. 700-711 12 p.

  Research output: Contribution to journal › Article › peer-review

  • 3D Computed Tomography 100%
  • Radiography 100%

• A Unified Spatio-Temporal Inference Network for Car-Sharing Serial Prediction

  Brahimi, N., Zhang, H., Zaidi, S. D. A. & Dai, L., Feb 2024, In: Sensors. 24, 4, 1266.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Parking Station 100%

• Automatic Commit Message Generation: A Critical Review and Directions for Future Work

  Zhang, Y., Qiu, Z., Stol, K. J., Zhu, W., Zhu, J., Tian, Y. & Liu, H., 1 Apr 2024, In: IEEE Transactions on Software Engineering. 50, 4, p. 816-835 20 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Message Subject 100%
  2 Citations (Scopus)

• Bi-Fusion of Structure and Deformation at Multi-Scale for Joint Segmentation and Registration

  Zhang, J., Fu, T., Xiao, D., Fan, J., Song, H., Ai, D. & Yang, J., 2024, In: IEEE Transactions on Image Processing. 33, p. 3676-3691 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Subnetwork 100%
  • Image Segmentation 50%
  • Ultrasound Image 50%
  • Learning Framework 50%
  • Network Architecture 50%

• Blind face restoration: Benchmark datasets and a baseline model

  Zhang, P., Zhang, K., Luo, W., Li, C. & Wang, G., 14 Mar 2024, In: Neurocomputing. 574, 127271.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Swin Transformer 100%
  • Compression Artifact 100%
  2 Citations (Scopus)

• Boosting Entity-Aware Image Captioning With Multi-Modal Knowledge Graph

  Zhao, W. & Wu, X., 2024, In: IEEE Transactions on Multimedia. 26, p. 2659-2670 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Subgraph Image 100%
  • Tail Distribution 100%
  5 Citations (Scopus)

• Boundary-sensitive denoised temporal reasoning network for video action segmentation

  Ma, Z. & Li, K., 2024, (Accepted/In press) In: Signal, Image and Video Processing.

  Research output: Contribution to journal › Article › peer-review

  • New-State 100%
  • Message Passing 100%
  • Art Performance 100%
  • Transition Region 100%

• BSMonitor: Noise-Resistant Bowel Sound Monitoring via Earphones

  Zhao, Z., Li, F., Xie, Y., Wu, Y. & Wang, Y., 1 Apr 2024, In: IEEE Transactions on Mobile Computing. 23, 4, p. 3213-3227 15 p.

  Research output: Contribution to journal › Article › peer-review

  • Earphone 100%
  • Sound Signal 50%
  • Internals 25%
  • Kalman Filter 25%
  • Monitoring System 25%