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• 2025

  Leveraging augmented reality for historic streetscape regeneration decision-making: A big and small data approach with social media and stakeholder participation integration

  Chen, J., Li, P., Lei, Y., Zhang, Y., Lai, C., Chen, B., Liu, J. & Schnabel, M. A., 5 Jul 2025, In: Cities. 166, 17 p.

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

• Leveraging Graph Neural Networks in Transferring Multimodal Knowledge for Unimodal Segmentation

  Liu, T., Wang, J., Jiang, H. & Huang, K., 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 or Report/Conference proceeding › Conference Proceeding › peer-review

  • segmentation accuracy 100%
  • Graph Neural Network 100%
  • Knowledge Transfer 50%
  • Effective Treatment 50%
  • Knowledge Distillation 50%

• Leveraging Graph Neural Networks in Transferring Multimodal Knowledge for Unimodal Segmentation

  Liu, T., Wang, J., Jiang, H. & Huang, K., 2025, In: 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI 2025).

  Research output: Contribution to journal › Conference article › peer-review

  • Knowledge Transfer 100%
  • Data Corruption 100%

• Leveraging Internet-Sourced Text Data for Financial Analytics in Supply Chain Finance: A Large Language Model-Enhanced Text Mining Workflow

  Wang, J., Liu, G., Cheng, Y., Xu, X. & Li, Z., 2025, In: IEEE Transactions on Engineering Management. 72, p. 1924-1938 15 p.

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

  • Financial Statement 100%

• Leveraging Internet-Sourced Text Data for Financial Analytics in Supply Chain Finance: A Large Language Model-Enhanced Text Mining Workflow

  Wang, J., Liu, G., Cheng, Y., Xu, X. & Li, Z., 2025, (E-pub ahead of print) In: IEEE Transactions on Engineering Management.

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

• Leveraging Large Language Models for QA Dialogue Dataset Construction and Analysis in Public Services

  Wu, C., Wu, D., Pan, Y. & Wang, H., 2025, Natural Language Processing and Chinese Computing - 13th National CCF Conference, NLPCC 2024, Proceedings. Wong, D. F., Wei, Z. & Yang, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 56-68 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15359 LNAI).

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

  • Interaction Quality 100%
  • Emotion Analysis 100%
  • Public Sector Service 49%

• Leveraging sensory knowledge into Text-to-Text Transfer Transformer for enhanced emotion analysis

  Zhao, Q., Xia, Y., Long, Y., Xu, G. & Wang, J., Jan 2025, In: Information Processing and Management. 62, 1, 103876.

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

  Open Access

  • Subjectivity 100%
  • Cognitive Science 100%
  • Cognitive Resource 33%
  5 Citations (Scopus)

• Leveraging Transfer Learning as Feature Extractors for Lung Cancer Classification: Insights from VGG19 and ResNet152 Pipelines

  Xuan, D. S. K., P.P. Abdul Majeed, A., Musa, R. M., Luo, Y., Aslam, S., Ajibade, S. S. M., Behjati, M., Jasser, M. B. & Abdullah, M. A., 2025, Selected Proceedings from the 2nd International Conference on Intelligent Manufacturing and Robotics, ICIMR 2024 - Advances in Intelligent Manufacturing and Robotics. Chen, W., Ping Tan, A. H., Luo, Y., Huang, L., Zhu, Y., PP Abdul Majeed, A., Zhang, F., Yan, Y. & Liu, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 750-756 7 p. (Lecture Notes in Networks and Systems; vol. 1316 LNNS).

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

  • Transfer Learning 100%
  • VGG-19 Convolutional Neural Network 100%
  • Cancer Classification 100%
  • Logistic Regression 50%
  • Early Detection 50%

• Leveraging Transfer Learning for Efficient Surface Defect Detection on Metallic Components

  Wang, S., Majeed, A. P. P. A., Song, R. & Luo, Y., 2025, Selected Proceedings from the 2nd International Conference on Intelligent Manufacturing and Robotics, ICIMR 2024 - Advances in Intelligent Manufacturing and Robotics. Chen, W., Ping Tan, A. H., Luo, Y., Huang, L., Zhu, Y., PP Abdul Majeed, A., Zhang, F., Yan, Y. & Liu, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 815-825 11 p. (Lecture Notes in Networks and Systems; vol. 1316 LNNS).

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

  • Metallic Component 100%
  • Efficient Surface 100%
  • Semifinished Product 33%
  • Production Operation 33%
  • Flaw Detection 33%

• LG-CNN: CNN Framework with Determinate Number of Convolutional Layers for DOA Estimation by Sensor Array

  Chong, D., Liu, A., Guo, J. & Xie, Y., 2025, In: IEEE Sensors Journal.

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

• LIDD-YOLO: a lightweight industrial defect detection network

  Luo, S., Xu, Y., Zhang, C., Jin, J., Kong, C., Xu, Z., Guo, B., Tang, D. & Cao, Y., Jan 2025, In: Measurement Science and Technology. 36, 1, 0161b5.

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

  • Electronic Circuit 100%
  • Deep Learning Method 100%
  • Surface Defect 50%
  • Surface (Surface Science) 50%
  • Conveyor Speed 20%
  5 Citations (Scopus)

• Lightning graph matching

  Shen, B., Niu, Q. & Zhu, S., 15 Jan 2025, In: Journal of Computational and Applied Mathematics. 454, 116189.

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

  Open Access

  • Finding Correspondence 100%

• Lightweight Attention-CycleGAN for Nighttime-Daytime Image Transformation

  Huang, J., Xiao, X., Zhou, H., Yasin, A. & Zhou, Z., 2025, Artificial Intelligence Security and Privacy - 2nd International Conference, AIS and P 2024, Proceedings. Zhang, F., Lin, W. & Yan, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 156-166 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15399 LNCS).

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

  • Image Transformation 100%
  • Transformation Domain 33%

• Lightweight LSTM and GRU Design for Data-Driven Rotor Position Error Estimation in IPMSM Drives

  Zhao, Y., Lim, C. S., Xue, F., Long, C. & Tan, A. H. P., 2025, In: IEEE Open Journal of the Industrial Electronics Society. 6, p. 851-867 17 p.

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

  Open Access

  • Long Short-Term Memory 100%
  • Recurrent Neural Network 66%
  • Neural Network 66%
  • Multilayer Neural Networks 33%
  • Frame Data 16%

• Linearization of mix difference operators

  Gao, I., 16 Feb 2025, 15 p.

  Research output: Other contribution

  • Finite Set 100%
  • Linear Form 100%
  • Explicit Form 100%
  • Orthogonal Basis 100%
  • Standard Base 100%
  4 Downloads (Pure)

• LinFormer: A Linear-based Lightweight Transformer Architecture For Time-Aware MIMO Channel Prediction

  Jin, Y., Wu, Y., Gao, Y., Zhang, S., Xu, S. & Wang, C. X., 2025, (Accepted/In press) In: IEEE Transactions on Wireless Communications.

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

  • Squared Error Loss 100%
  • Based Prediction Framework 100%
  • Linear Encoders 100%

• Living a diasporic space online: semiotic landscape and landscaping of Chinese students in the UK under COVID pandemic

  Zhao, F., 2025, In: Journal of Multilingual and Multicultural Development. 46, 2, p. 262-272 11 p.

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

  Open Access

  • Space 100%
  • Chinese 100%
  • UK 100%
  • Students 100%
  • COVID-19 100%
  3 Citations (Scopus)

• Living Canvas of organic patterns

  Essen, I., 7 Jun 2025

  Research output: Practice-based research output › Exhibition/ Event/ Festival › Curated works: Physical Exhibition/ Event/ Festival

• Living Well by Design: Unpacking 5D Built‑Environment Drivers of Household Life Satisfaction in Public-led and Private-led Housing Communities in Suzhou, China

  Chen, J., Yang, Y., Wang, H., Li, P., Kim, J. S. & Chung, H., 2025, (Accepted/In press) In: Applied Research in Quality of Life.

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

  • Life Satisfaction 100%
  • China 100%
  • Household 100%
  • Dynamics 100%
  • Wellbeing 100%

• Living Well by Design: Unpacking 5D Built‑Environment Drivers of Household Life Satisfaction in Public-led and Private-led Housing Communities in Suzhou, China

  Chen, J., Yang, Y., Wang, H., Li, P., Kim, J. S. & Chung, H., Jun 2025, In: Applied Research in Quality of Life.

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

  • Decision Making 100%
  • Sample Survey 25%
  • Sports Facility 25%

• LMS-VR Technology-enabled Experiential Learning in Management Accounting: A prototype and Instructional Design Guidelines

  Le Corre, J. Y., Kwok, K. K. S., Zhou, Y. & Simmons, K., 14 May 2025, International Conference on Artifical Intelligence and Education. IEEE, 5 p.

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

  • Virtual Reality 100%
  • Prototype Design 100%
  • Accounting Management 100%
  • Instructional Designs 100%
  • Design Guideline 100%

• Local business environment and firm innovation: evidence from China

  Wu, J., Gao, D., Xu, C. & Sun, Y., 11 Apr 2025, In: Kybernetes. 54, 6, p. 3187-3216 30 p.

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

  • Emerging Market 100%
  • China 100%
  • Business Environment 100%
  • Chinese 50%
  • Developing Countries 50%
  5 Citations (Scopus)

• Local gambling preferences and insider trading profits: Evidence from China

  Tong, J. & Wu, D., Apr 2025, In: Finance Research Letters. 75, 106878.

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

  • Insider Trading 100%
  • Investors 33%
  1 Citation (Scopus)

• Localising cosmopolitanism in place talk: Semiotic landscape as stance object

  Zhao, F. & Lou, J. J., 2025, In: Language in Society. 54, 2, p. 321-341 21 p.

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

  • Landscape 100%
  • Cosmopolitanism 100%
  • Languages 33%
  • Research 16%
  • Space 16%
  7 Citations (Scopus)

• Local nutrient addition drives plant diversity losses but not biotic homogenization in global grasslands

  Chen, Q., Blowes, S. A., Harpole, W. S., Ladouceur, E., Borer, E. T., MacDougall, A., Martina, J. P., Bakker, J. D., Tognetti, P. M., Seabloom, E. W., Daleo, P., Power, S., Roscher, C., Adler, P. B., Donohue, I., Wheeler, G., Stevens, C., Veen, G. F. C., Risch, A. C., Wardle, G. M., & 27 othersHautier, Y., Estrada, C., Hersch-Green, E., Niu, Y., Peri, P. L., Eskelinen, A., Gruner, D. S., Olde Venterink, H., D’Antonio, C., Cadotte, M. W., Haider, S., Eisenhauer, N., Catford, J., Virtanen, R., Morgan, J. W., Tedder, M., Bagchi, S., Caldeira, M. C., Bugalho, M. N., Knops, J. M. H., Dickman, C. R., Hagenah, N., Jentsch, A., Macek, P., Osborne, B. B., Laanisto, L. & Chase, J. M., Dec 2025, In: Nature Communications. 16, 1, 4903.

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

  Open Access

  • Homogenizing 100%
  • Grassland 100%

• Long edges in Galton-Watson trees

  Bocharov, S. & Harris, S. C., 2025, (Accepted/In press) In: Journal of Applied Probability.

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

  Open Access

  • Continuous Time 100%

• Longitudinal shear behavior of composite slabs with recycled coarse and fine aggregate concrete

  Bai, J., Geng, Y., Wang, Y. Y., Moy, C. K. S. & Zhang, H., Jul 2025, In: Case Studies in Construction Materials. 22, e04842.

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

  Open Access

  • Recycled Aggregate 100%
  • Fine Aggregate 100%
  • Coarse Aggregate 100%
  • Aggregate Concrete 100%
  • Shear Property 100%

• Long-range gating regulation by leaflet and autoinhibitory domains in mouse type 1 IP₃ receptors

  Hamada, K., Terauchi, A., Nakamura, K., Li, Y., Zhang, J., Li, J., Jiang, M., Chu, Y., Du, Z., Miyatake, H. & Mikoshiba, K., 20 Jun 2025, In: Biochemical and Biophysical Research Communications. 766, 151875.

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

  • Isoleucine 100%
  • Site-Directed Mutagenesis 33%
  • Inositol 1,4,5 Trisphosphate Receptor 33%
  • Calcium Channel 33%

• Long-term impact of adverse childhood experiences and perceived social support on depression trajectories

  Yu, J. J. & Zhang, Z., 15 Jan 2025, In: Journal of Affective Disorders. 369, p. 255-264 10 p.

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

  Open Access
  1 Citation (Scopus)

• Loss Balance Aware Algorithms for Single Image Deraining Network on Mobile Devices

  Chen, R., Qiao, S., Li, Y. & Fan, Y., 2025, In: IEEE TRANSACTIONS ON CONSUMER ELECTRONICS. 71, 1, p. 260-272 13 p.

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

  • Deployment Process 100%

• Low-cost diffuse optical spectroscopy for assisting sclerotherapy: A proof-of-concept study

  Wen, J., Seong, M., Chen, G. & Chen, S. L., Aug 2025, In: Optics and Laser Technology. 186, 112664.

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

  • Optical Spectroscopy 100%
  • Sclerotherapy 100%
  • Sclerosing Agent 100%
  • Congenital Blood Vessel Malformation 100%
  • Thrombosis 50%

• Low-light image enhancement for UAVs guided by a light weighted map

  Bai, X., Wang, D., Fang, J., Li, Y. & Xu, Z., Jun 2025, In: Optoelectronics Letters. 21, 6, p. 348-353 6 p.

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

  • Unmanned Aerial Vehicle 100%
  • Image Enhancement 100%
  • Pilotless Aircraft 100%
  • Reflectance 100%
  • Experimental Result 33%

• Low-pressure oxidation for improving interface properties and voltage instability of SiO₂/4H-SiC MOS capacitor

  Wang, Z., Lin, Z., Li, J. & Liu, W., 1 Feb 2025, In: Applied Surface Science. 681, 161604.

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

  Open Access

  • Capacitor 100%
  • Oxidation Reaction 100%
  • Interface Property 100%
  • Density 75%
  • Secondary Ion Mass Spectrometry 50%
  4 Citations (Scopus)

• LP-Diff: Towards Improved Restoration of Real-World Degraded License Plate

  Gong, H., Zhang, Z., Feng, Y., Nguyen, A. & Liu, H., 2025, (Accepted/In press) Conference on Computer Vision and Pattern Recognition (CVPR 2025).

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

• Machine Learning Approaches for Effective Intrusion Detection Systems

  Hong, L. W., Aslam, S., PP Abdul Majeed, A. & Teh, S. H., 2025, Selected Proceedings from the 2nd International Conference on Intelligent Manufacturing and Robotics, ICIMR 2024 - Advances in Intelligent Manufacturing and Robotics. Chen, W., Ping Tan, A. H., Luo, Y., Huang, L., Zhu, Y., PP Abdul Majeed, A., Zhang, F., Yan, Y. & Liu, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 410-419 10 p. (Lecture Notes in Networks and Systems; vol. 1316 LNNS).

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

  • Machine Learning Approach 100%
  • Intrusion Detection System 100%
  • Performance Model 28%
  • Synthetic Datasets 28%
  • Baseline Profile 28%

• Machine-Learning-Assisted Design and Optimization of Single-Atom Transition Metal-Incorporated Carbon Quantum Dot Catalysts for Electrocatalytic Hydrogen Evolution Reaction

  Baeck, U., Kim, M. C., Nguyen, D. N., Kim, J., Lim, J., Chae, Y., Shin, N., Choi, H., Kim, J. Y., Chung, C. H., Choe, W. S., Park, H. S., Sim, U. & Kim, J. K., 2025, (Accepted/In press) In: Carbon Energy.

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

  Open Access

  • Learning System 100%
  • Hydrogen Evolution Reaction 100%
  • Carbon Quantum Dot 100%
  • Hydrogen Evolution 100%
  • Transition Metal 100%

• Machine learning-based and interpretable models for predicting the resistance and probability of progressive collapse of steel frame-composite floor structures

  Guo, Y., Yang, B., Alqawzai, S., Chen, K. & Kong, D., 17 Mar 2025, In: Engineering Structures. 332

  Research output: Contribution to journal › Article › peer-review
  1 Citation (Scopus)

• Machine Learning-Derived Equations for Seismic Fragility of Hollow-Core Bridge Piers Using Analytical Models and Visible Parameters

  Rabi & Monti, G., 2025, In: Structures.

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

• Machine Learning Modeling for Microchannel Heat Exchangers: Utilizing ConvLSTM Methods for Enhanced Prediction of Deep Learning Frameworks

  Gao, Y., Zou, J. & Huang, L., 2025, Proceedings of 2024 International Conference on Energy Engineering - Volume II. Lu, L. V. (ed.). Springer Science and Business Media Deutschland GmbH, p. 294-303 10 p. (Lecture Notes in Electrical Engineering; vol. 1426 LNEE).

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

  • Microchannel 100%
  • Exchanger 100%
  • Learning System 100%
  • Deep Learning Method 100%
  • Lstm 100%

• Machine learning techniques in maritime environmental sustainability: A comprehensive review of the state of the art

  Li, Y., Zhou, R., Zhou, Y. & Chen, Z. S., May 2025, In: Computers and Electrical Engineering. 124, 110395.

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

  • Sustainability Issue 100%

• MADQN-Enhanced Computation Offloading and Resource Allocation for 6G Low-Altitude Economy Vehicular Networks

  Hu, B., Liu, H., Du, J., López-Benítez, M., Wu, C., Chu, X. & Niyato, D., 8 Jul 2025, In: IEEE Transactions on Cognitive Communications and Networking.

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

• Magnetoquasistatic Positioning: Recent Advances, Applications, Potential Solutions, and Future Prospects

  Qian, B., Guo, X., Boateng, G. O., An, R., Liu, H., Lai, Z. & Chen, C., 2025, In: IEEE Internet of Things Journal. 12, 6, p. 6250-6274 25 p.

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

  • Internet-Of-Things 100%

• Malicious Anomaly Detection and Prediction Using Prophet Luminol and RNN

  Suganya, R., Avula, S. R., Kavin, B. P., Kumar, P. M., Selvaraj, J. & Seng, G. H., 1 Jan 2025, Utilizing AI in Network and Mobile Security for Threat Detection and Prevention. IGI Global, p. 81-95 15 p.

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

  • Detecting Malware 100%

• Managing cropland fragmentation for environmental and economic benefits in China

  Guo, X., 30 Jan 2025, In: Current Conservation.

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

• Managing Metaverse Retailing: Branding, Channel and Consumer Journey

  Xun, J., Fan, X., Liang, W. & Ma, C., 1 Jan 2025, Exploring Practice-Led Research for Professional Development. IGI Global, p. 65-100 36 p.

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

  • Metaverse 100%
  • Market Segmentation 25%
  • Virtual Reality 25%
  • Social Commerce 25%
  1 Citation (Scopus)

• Managing Metaverse Retailing- Branding, Channel and Consumer Journey: Exploring Practice-Led Research for Professional Development.

  Xun, J., Fan, X., Liang, W. & Ma, C., Jan 2025, Chapter 3: IGI Global. 36 p.

  Research output: Book/Report/Edited volume › Book › peer-review

  Open Access

• Managing the COVID-19 Pandemic in China: A Biopolitical Approach

  Fanoulis, E. & Cappelletti, A., 2025, (Accepted/In press) In: China Report. 00094455251344407.

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

  • Political Leadership 100%
  • Minority Groups 100%

• Managing the COVID-19 pandemic in varied frameworks of trust, transparency, and governance capacity: evidence from China, the UK, Hong Kong, and Taiwan

  Stivas, D. & Cole, A., Mar 2025, In: Asia Europe Journal. 23, 1, p. 81-98 18 p.

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

  • COVID-19 100%
  • Sustainable Policy 100%
  • Concludes 100%
  • Virus 66%
  • Crisis Management 50%

• Managing the COVID-19 pandemic in varied frameworks of trust, transparency, and governance capacity: evidence from China, the UK, Hong Kong, and Taiwan

  Stivas, D. & Cole, A., 26 Feb 2025, In: Asia Europe Journal.

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

  • COVID-19 100%
  • Concludes 100%
  • Virus 66%
  • Crisis Management 50%

• Marine-derived nutrients shape the functional composition of High Arctic plant communities

  Roos, R. E., Kemppinen, J., Niittynen, P., Vandvik, V., Althuizen, I., Eidesen, P. B., Enquist, B. J., Gabrielsen, G. W., Henn, J. J., Jónsdóttir, I. S., Klanderud, K., Lang, S. I., Lepley, K., Macias-Fauria, M., Maitner, B. S., Malhi, Y., Michaletz, S. T., Telford, R. J., Bass, P., Castorena, M., & 10 othersHaugum, S. V., Li, Y., Linabury, M. C., Neto-Bradley, B. M., Ng, M., Pánková, K., Spiegel, M. P., Thomson, E. R., Vilca-Bustamante, L. L. & Halbritter, A. H., 8 May 2025, In: Functional Ecology. 39, 6, p. 1606-1621 16 p.

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

  • Intraspecific Variation 100%
  • Decomposer Communities 50%
  • Vascular Plant 50%