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Mr Yang Zhang

Mr Yang Zhang

Post-Doc Res Fellow (UNSW)
Engineering
Mechanical and Manufacturing Engineering
  • Book Chapters | 2023
    Chen C; Wang Y; Zhang Y; Sheng QZ; Lam KY, 2023, 'Separate-and-Aggregate: A Transformer-Based Patch Refinement Model for Knowledge Graph Completion', in , pp. 62 - 77, http://dx.doi.org/10.1007/978-3-031-46664-9_5
    Book Chapters | 2023
    Zaib M; Zhang WE; Sheng QZ; Sagar S; Mahmood A; Zhang Y, 2023, 'Learning to Select the Relevant History Turns in Conversational Question Answering', in Zhang F; Wang H; Barhamgi M; Chen L; Zhou R (ed.), , pp. 334 - 348, http://dx.doi.org/10.1007/978-981-99-7254-8_26
  • Journal articles | 2026
    Li YR; Li D; Zhou YW; Wang WE; Ma YS; Liu XY; Yang QX; Lu CN; Cai YF; Yang C; Chu KJ; Dong H; Yu H; Fu D; Wu WG; Zhang Y; Xue P, 2026, 'Artificial intelligence-driven early screening and diagnosis of pancreatic cancer: technical innovations, clinical applications, and precision medicine strategies', Journal of Advanced Research, http://dx.doi.org/10.1016/j.jare.2026.04.060
    Journal articles | 2026
    Liu L; Wang G; Zhang Y; Shi B; Li M, 2026, 'High-Throughput Generation of Tumor Spheroids via Droplet Microfluidics for siRNA-Loaded Nanomedicine Assessment', Advanced Healthcare Materials, 15, http://dx.doi.org/10.1002/adhm.202503604
    Journal articles | 2026
    Rong D; Liu M; Zhang Y; Sheng QZ; Yao L; Wang Z; Xu X, 2026, 'STAR: A Sequential Transformer-based Adaptive Reinforcement Learning Framework for Service Recommendation', IEEE Transactions on Services Computing, http://dx.doi.org/10.1109/TSC.2026.3704136
    Journal articles | 2026
    Wang S; Qiu Q; Yin X; Zhang Y; Li X; Gao Q, 2026, 'Bi-Objective Optimization for Task Offloading in Vehicular Edge Metaverse', IEEE Transactions on Services Computing, 19, pp. 1802 - 1815, http://dx.doi.org/10.1109/TSC.2025.3623986
    Journal articles | 2026
    Yuan H; Zhang Y; He X; Sheng QZ; Wang Z, 2026, 'Plug-and-Play Parameter-Efficient Tuning of Embeddings for Federated Recommendation', Proceedings of the Aaai Conference on Artificial Intelligence, 40, pp. 16235 - 16243, http://dx.doi.org/10.1609/aaai.v40i19.38660
    Journal articles | 2026
    Zhang Y; Walker RSK; Sunna A; Barber TJ; Li M, 2026, 'Droplet Digital CRISPR for Nucleic Acid Detection', Advanced Science, 13, http://dx.doi.org/10.1002/advs.202517470
    Journal articles | 2025
    Alkalbani AM; Alrawahi AS; Salah A; Haghighi V; Zhang Y; Alkindi S; Sheng QZ, 2025, 'A Systematic Review of Large Language Models in Medical Specialties: Applications, Challenges and Future Directions', Information Switzerland, 16, http://dx.doi.org/10.3390/info16060489
    Journal articles | 2025
    Haghighi V; Soltani B; Shabani N; Wu J; Zhang Y; Yao L; Yang J; Sheng QZ, 2025, 'Beyond pairwise relationships: a transformer-based hypergraph learning approach for fraud detection', Knowledge and Information Systems, 67, pp. 7987 - 8022, http://dx.doi.org/10.1007/s10115-025-02476-5
    Journal articles | 2025
    Lu J; Tian Y; Zhang Y; Sheng QZ; Zheng X, 2025, 'LGL-BCI: A Motor-Imagery-Based Brain-Computer Interface with Geometric Learning', Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, 9, http://dx.doi.org/10.1145/3699732
    Journal articles | 2025
    Wang S; Liu Y; Wu T; Zhang Y; Sheng QZ, 2025, 'Workflow offloading for energy minimization under deep reinforcement learning', Computing, 107, http://dx.doi.org/10.1007/s00607-025-01576-y
    Journal articles | 2025
    Zhang Y; Liu H; Tang SY; Yalikun Y; Barber TJ; Goda K; Li M, 2025, 'Double-emulsion droplet digital CRISPR/Cas12a for amplification-free, absolute quantification of nucleic acids at attomole levels', Chemical Engineering Journal, 512, http://dx.doi.org/10.1016/j.cej.2025.162098
    Journal articles | 2025
    Zhang Y; Wang Y; Sheng QZ; Yao L; Chen H; Wang K; Mahmood A; Zhang WE; Zaib M; Sagar S; Zhao R, 2025, 'Deep learning meets bibliometrics: A survey of citation function classification', Journal of Informetrics, 19, http://dx.doi.org/10.1016/j.joi.2024.101608
    Journal articles | 2024
    Li X; Tang SY; Zhang Y; Zhu J; Forgham H; Zhao CX; Zhang C; Davis TP; Qiao R, 2024, 'Tailored Fluorosurfactants through Controlled/Living Radical Polymerization for Highly Stable Microfluidic Droplet Generation', Angewandte Chemie International Edition, 63, http://dx.doi.org/10.1002/anie.202315552
    Journal articles | 2024
    Liu H; Zhang Y; Kroukamp H; Peng K; Cain AK; Paulsen IT; Piper JA; Li M, 2024, 'Screening and selection of cellulase-secreting yeast single cells using integrated double emulsion droplet and flow cytometry techniques', Sensors and Actuators B Chemical, 416, http://dx.doi.org/10.1016/j.snb.2024.136038
    Journal articles | 2024
    Sagar S; Mahmood A; Sheng QZ; Zhang WE; Zhang Y; Pabani JK, 2024, 'Understanding the trustworthiness management in the social Internet of Things: A survey', Computer Networks, 251, http://dx.doi.org/10.1016/j.comnet.2024.110611
    Journal articles | 2024
    Yan Y; Yan P; Mahmood A; Zhang Y; Sheng QZ, 2024, 'Achieving local differential location privacy protection in 3D space via Hilbert encoding and optimized random response', Journal of King Saud University Computer and Information Sciences, 36, http://dx.doi.org/10.1016/j.jksuci.2024.102085
    Journal articles | 2024
    Zhang Y; Liu H; Nakagawa Y; Nagasaka Y; Ding T; Tang SY; Yalikun Y; Goda K; Li M, 2024, 'Enhanced CRISPR/Cas12a-based quantitative detection of nucleic acids using double emulsion droplets', Biosensors and Bioelectronics, 257, http://dx.doi.org/10.1016/j.bios.2024.116339
    Journal articles | 2024
    Zhong W; Zhai D; Xu W; Gong W; Yan C; Zhang Y; Qi L, 2024, 'Accurate and efficient daily carbon emission forecasting based on improved ARIMA', Applied Energy, 376, http://dx.doi.org/10.1016/j.apenergy.2024.124232
    Journal articles | 2023
    Ge J; Xu G; Zhang Y; Lu J; Chen H; Meng X, 2023, 'Joint Optimization of Computation, Communication and Caching in D2D-Assisted Caching-Enhanced MEC System', Electronics Switzerland, 12, http://dx.doi.org/10.3390/electronics12153249
    Journal articles | 2023
    Peng M; Ma B; Li G; Liu Y; Zhang Y; Ma X; Yan S, 2023, 'A highly stretchable and sintering-free liquid metal composite conductor enabled by ferrofluid', SOFT SCIENCE, 3, http://dx.doi.org/10.20517/ss.2023.28
    Journal articles | 2022
    Zaib M; Zhang WE; Sheng QZ; Mahmood A; Zhang Y, 2022, 'Conversational question answering: a survey', Knowledge and Information Systems, 64, pp. 3151 - 3195, http://dx.doi.org/10.1007/s10115-022-01744-y
    Journal articles | 2022
    Zhang Y; Zhao R; Wang Y; Chen H; Mahmood A; Zaib M; Zhang WE; Sheng QZ, 2022, 'Correction to: Towards employing native information in citation function classification (Scientometrics, (2022), 127, 11, (6557-6577), 10.1007/s11192-021-04242-0)', Scientometrics, 127, pp. 6579, http://dx.doi.org/10.1007/s11192-022-04451-1
    Journal articles | 2022
    Zhang Y; Zhao R; Wang Y; Chen H; Mahmood A; Zaib M; Zhang WE; Sheng QZ, 2022, 'Towards employing native information in citation function classification', Scientometrics, 127, pp. 6557 - 6577, http://dx.doi.org/10.1007/s11192-021-04242-0
    Journal articles | 2019
    Guo X; Zhang Y; Zhang W; Sun L, 2019, 'Theoretical and experimental investigation on the nonlinear vibration behavior of Z-shaped folded plates with inner resonance', ENGINEERING STRUCTURES, 182, pp. 123 - 140, http://dx.doi.org/10.1016/j.engstruct.2018.12.066
    Journal articles | 2017
    Guo X; Zhang Y; Zhang W; Sun L; Chen S, 2017, 'Nonlinear Dynamics of Z-Shaped Folding Wings with 1:1 Inner Resonance', INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 27, http://dx.doi.org/10.1142/S0218127417501243
  • Conference Papers | 2026
    Li H; Qi L; Liu W; Wang F; Li C; Pang S; Gong W; Xu Y; Chi X; Zhang Y; Zhou X, 2026, 'Subspace-Aware Graph Construction and Contrastive Alignment for Multimodal Recommendation with Large Language Models', in Proceedings of the Aaai Conference on Artificial Intelligence, pp. 15099 - 15107, http://dx.doi.org/10.1609/aaai.v40i18.38533
    Conference Papers | 2026
    Liu Y; Qi L; Mao X; Liu W; Fan X; Ni Q; Zhang X; Zhang Y; Tian Y; Beheshti A, 2026, 'Hyperbolic-Enhanced Mixture-of-Experts Mamba for Sequential Recommendation', in Proceedings of the Aaai Conference on Artificial Intelligence, pp. 15403 - 15411, http://dx.doi.org/10.1609/aaai.v40i18.38567
    Conference Papers | 2026
    Xie J; Qi L; Liu W; Wang A; Xu X; Xiang H; Zhang X; Gong W; Zhang Y; Beheshti A; Dou W, 2026, 'Joint Similar User Exploration and Informative Behavior Guidance for Multi-Modal New Item Recommendation', in Www 2026 Proceedings of the ACM Web Conference 2026, pp. 6218 - 6229, http://dx.doi.org/10.1145/3774904.3792302
    Conference Papers | 2026
    Zhang H; Li R; Liang Z; Sattari M; Vo P; Qu C; Xiao T; Ding J; Zhang Y; Chen H, 2026, 'AdaQE-CG: Adaptive Query Expansion for Web-Scale Generative AI Model and Data Card Generation', in Www 2026 Proceedings of the ACM Web Conference 2026, pp. 4360 - 4371, http://dx.doi.org/10.1145/3774904.3792685
    Preprints | 2025
    Alkalbani AM; Alrawahi AS; Salah A; Haghighi V; Zhang Y; Alkindi S; Sheng QZ, 2025, A Systematic Review of Large Language Models in Medical Specialties: Applications, Challenges and Future Directions, http://dx.doi.org/10.21203/rs.3.rs-5128451/v2
    Conference Papers | 2025
    Li C; Qi X; Yuan X; Wu K; Zhang Y; Ni W; Liu RP; Sheng QZ, 2025, 'USFCF: Unified State-Space Feedback Control Framework for Robust Privacy-Conscious Federated Learning in Vehicular Service Networks', in Proceedings of the IEEE International Conference on Web Services Icws, pp. 399 - 403, http://dx.doi.org/10.1109/ICWS67624.2025.00056
    Conference Papers | 2025
    Yuan H; Zhang Y; Sheng QZ; Yao L; Zhou Y; He X; Wang Z, 2025, 'PKGRec: Personal Knowledge Graph Construction and Mining for Federated Recommendation Enhancement', in Cikm 2025 Proceedings of the 34th ACM International Conference on Information and Knowledge Management, pp. 3973 - 3982, http://dx.doi.org/10.1145/3746252.3761301
    Conference Papers | 2025
    Zhang D; Qi L; Liu Y; Zhou X; Xie J; Xiang H; Xu X; Zhang X; Cao Y; Zhang Y, 2025, 'HRCformer: Hierarchical Recursive Convolution-Transformer with Multi-Scale Adaptive Recalibration for Time Series Forecasting', in Cikm 2025 Proceedings of the 34th ACM International Conference on Information and Knowledge Management, pp. 4076 - 4085, http://dx.doi.org/10.1145/3746252.3761308
    Preprints | 2025
    Zhang Y; Liu H; Tang S; Yalikun Y; Barber T; Goda K; Li M, 2025, Double-Emulsion Droplet Digital Crispr/Cas12a for Amplification-Free, Absolute Quantification of Nucleic Acids at Attomole Levels, http://dx.doi.org/10.2139/ssrn.5095392
    Conference Papers | 2025
    Zhang Z; Zhang Y; Sheng QZ; Wu J; Zhou Y, 2025, 'From Dispersed Records to Structured Knowledge: A Graph-based Knowledge Modeling Framework for Archival Resources', in Proceedings of the IEEE International Conference on Web Services Icws, pp. 1053 - 1063, http://dx.doi.org/10.1109/ICWS67624.2025.00137
    Conference Papers | 2025
    Zhao C; Zhou Y; Zhang S; Sheng QZ; Zhang Y; Wen S, 2025, 'ExClique: An Express Consensus Algorithm for High-Speed Transaction Process in Blockchains', in Proceedings IEEE INFOCOM, http://dx.doi.org/10.1109/INFOCOM55648.2025.11044465
    Preprints | 2024
    Alkalbani AM; Alrawahi AS; Salah A; Haghighi V; Zhang Y; Alkindi S; Sheng QZ, 2024, A Systematic Review of Large Language Models in Medical Specialties: Applications, Challenges and Future Directions, http://dx.doi.org/10.21203/rs.3.rs-5128451/v1
    Conference Papers | 2024
    Haghighi V; Soltani B; Shabani N; Wu J; Zhang Y; Yao L; Sheng QZ; Yang J, 2024, 'TROPICAL: Transformer-Based Hypergraph Learning for Camouflaged Fraudster Detection', in Proceedings IEEE International Conference on Data Mining Icdm, pp. 121 - 130, http://dx.doi.org/10.1109/ICDM59182.2024.00019
    Conference Papers | 2024
    Zhang Z; Zhang Y; Sheng QZ; Mahmood A; Feng Y; Wang X; Zhou Y, 2024, 'Multimodal Archival Data Ecosystems', in Proceedings of the IEEE International Conference on Web Services Icws, pp. 73 - 83, http://dx.doi.org/10.1109/ICWS62655.2024.00026
    Preprints | 2024
    Zhong W; Zhai D; Xu W; Gong W; Yan C; Zhang Y; Qi L, 2024, Accurate and Efficient Daily Carbon Emission Forecasting Based on Improved Arima, http://dx.doi.org/10.2139/ssrn.4778883
    Conference Papers | 2024
    Zhou X; Liu Y; Qi L; Xu X; Dou W; Zhang X; Zhang Y; Zhou X, 2024, 'GLFNet: Global and Local Frequency-domain Network for Long-term Time Series Forecasting', in International Conference on Information and Knowledge Management Proceedings, pp. 3527 - 3536, http://dx.doi.org/10.1145/3627673.3679579
    Preprints | 2023
    Sagar S; Mahmood A; Sheng QZ; Zhang WE; Zhang Y; Pabani JK, 2023, Understanding the Trustworthiness Management in the Social Internet of Things: A Survey, http://dx.doi.org/10.2139/ssrn.4629067
    Conference Papers | 2023
    Zhang Y; Wang Y; Sheng QZ; Mahmood A; Zhang WE; Zhao R, 2023, 'Hybrid Data Augmentation for Citation Function Classification', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN54540.2023.10191695
    Conference Papers | 2021
    Zhang Y; Wang Y; Sheng QZ; Mahmood A; Emma Zhang W; Zhao R, 2021, 'TDM-CFC: Towards Document-Level Multi-label Citation Function Classification', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 363 - 376, http://dx.doi.org/10.1007/978-3-030-91560-5_26
    Conference Papers | 2017
    Zhao R; Wei X; Zhang Y, 2017, 'Measuring model of collaboration ability: The collaborative rate, collaborative breadth and collaborative depth', in Issi 2017 16th International Conference on Scientometrics and Informetrics Conference Proceedings, pp. 656 - 667