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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 K-Y, 2023, 'Separate-and-Aggregate: A Transformer-Based Patch Refinement Model for Knowledge Graph Completion', in Lecture Notes in Computer Science, Springer Nature Switzerland, 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.), , SPRINGER-VERLAG SINGAPORE PTE LTD, pp. 334 - 348, http://dx.doi.org/10.1007/978-981-99-7254-8_26
  • 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, pp. 1 - 13, 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, 16, pp. 489 - 489, 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, pp. 1 - 28, 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
    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, 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, 'Towards employing native information in citation function classification (Jan, 10.1007/s11192-021-04242-0, 2022)', SCIENTOMETRICS, 127, pp. 6579 - 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, pp. 1750124 - 1750124, http://dx.doi.org/10.1142/s0218127417501243
  • 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 Proceedings of the ACM Web Conference 2026, ACM, pp. 6218 - 6229, presented at WWW '26: The ACM Web Conference 2026, http://dx.doi.org/10.1145/3774904.3792302
    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 Proceedings of the 34th ACM International Conference on Information and Knowledge Management, ACM, pp. 4076 - 4085, presented at CIKM '25: The 34th ACM International Conference on Information and Knowledge Management, http://dx.doi.org/10.1145/3746252.3761308
    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 Chang RN; Chang CK; Yang J; Atukorala N; Chen D; Helal S; Tarkoma S; He Q; Kosar T; Ardagna C; Beheshti A; Cheng B; Gaaloul W (eds.), 2025 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES, ICWS, IEEE COMPUTER SOC, PEOPLES R CHINA, Hong Kong, pp. 1053 - 1063, presented at 32nd International Conference on Web Services-ICWS, PEOPLES R CHINA, Hong Kong, 27 September 2025 - 30 September 2025, 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 IEEE INFOCOM 2025 - IEEE Conference on Computer Communications, IEEE, pp. 1 - 10, presented at IEEE INFOCOM 2025 - IEEE Conference on Computer Communications, 19 May 2025 - 22 May 2025, 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 2024 IEEE International Conference on Web Services (ICWS), IEEE, pp. 73 - 83, presented at 2024 IEEE International Conference on Web Services (ICWS), 07 July 2024 - 13 July 2024, http://dx.doi.org/10.1109/icws62655.2024.00026
    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 Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, ACM, pp. 3527 - 3536, presented at CIKM '24: The 33rd ACM International Conference on Information and Knowledge Management, http://dx.doi.org/10.1145/3627673.3679579
    Conference Papers | 2023
    Zhang Y; Wang Y; Sheng QZ; Mahmood A; Zhang WE; Zhao R, 2023, 'Hybrid Data Augmentation for Citation Function Classification', in 2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN, IEEE, AUSTRALIA, Broadbeach, presented at International Joint Conference on Neural Networks (IJCNN), AUSTRALIA, Broadbeach, 18 June 2023 - 23 June 2023, http://dx.doi.org/10.1109/IJCNN54540.2023.10191695
    Conference Papers | 2021
    Zhang Y; Wang Y; Sheng QZ; Mahmood A; Zhang WE; Zhao R, 2021, 'TDM-CFC: Towards Document-Level Multi-label Citation Function Classification', in Zhang W; Zou L; Maamar Z; Chen L (eds.), WEB INFORMATION SYSTEMS ENGINEERING - WISE 2021, PT II, SPRINGER INTERNATIONAL PUBLISHING AG, AUSTRALIA, Melbourne, pp. 363 - 376, presented at 22nd International Conference on Web Information Systems Engineering (WISE), AUSTRALIA, Melbourne, 26 October 2021 - 29 October 2021, http://dx.doi.org/10.1007/978-3-030-91560-5_26