By Mr Xiangyu Zhang

Journal articles

Liu H; Zhang X; Zhang H; Garcia-Perera LP; Khong AWH; Chng ES; Watanabe S, 2025, 'Aligning Speech to Languages to Enhance Code-Switching Speech Recognition', IEEE Transactions on Audio Speech and Language Processing, 33, pp. 4712 - 4725, http://dx.doi.org/10.1109/TASLPRO.2025.3629290

Chen M; Zhang Q; Wang M; Zhang X; Liu H; Ambikairaiah E; Chen D, 2025, 'Selective State Space Model for Monaural Speech Enhancement', IEEE Transactions on Consumer Electronics, 71, pp. 5414 - 5424, http://dx.doi.org/10.1109/TCE.2024.3523297

Zhang X; Zhang Q; Liu H; Xiao T; Qian X; Ahmed B; Ambikairajah E; Li H; Epps J, 2025, 'Mamba in Speech: Towards an Alternative to Self-Attention', IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 33, pp. 1933 - 1948, http://dx.doi.org/10.1109/TASLPRO.2025.3566210

Zhang X; Zhou Y; Yang G; Han T; Chen T, 2024, 'Context-aware code generation with synchronous bidirectional decoder', Journal of Systems and Software, 214, http://dx.doi.org/10.1016/j.jss.2024.112066

Han C; Yang J; Sun J; Ge Z; Dong R; Zhou H; Mao W; Peng Y; Zhang X, 2024, 'Exploring Recurrent Long-Term Temporal Fusion for Multi-View 3D Perception', IEEE Robotics and Automation Letters, 9, pp. 6544 - 6551, http://dx.doi.org/10.1109/LRA.2024.3401172

Yang G; Zhou Y; Chen X; Zhang X; Zhuo TY; Chen T, 2024, 'Chain-of-Thought in Neural Code Generation: From and for Lightweight Language Models', IEEE Transactions on Software Engineering, 50, pp. 2437 - 2457, http://dx.doi.org/10.1109/TSE.2024.3440503

Yang G; Zhou Y; Chen X; Zhang X, 2024, 'CodeScore-R: An automated robustness metric for assessing the functional correctness of code synthesis', Jisuanji Yanjiu Yu Fazhan Computer Research and Development, 61, pp. 291 - 306, http://dx.doi.org/10.7544/issn1000-1239.202330715

Yang G; Zhou Y; Chen X; Zhang X; Xu Y; Han T; Chen T, 2023, 'A syntax-guided multi-task learning approach for Turducken-style code generation', Empirical Software Engineering, 28, http://dx.doi.org/10.1007/s10664-023-10372-1

Shi X; Zhang X; Tang R; Yang J, 2023, 'Solve High-Dimensional Reflected Partial Differential Equations by Neural Network Method', Mathematical and Computational Applications, 28, http://dx.doi.org/10.3390/mca28040079

Yang G; Zhou Y; Chen X; Zhang X; Han T; Chen T, 2023, 'ExploitGen: Template-augmented exploit code generation based on CodeBERT', Journal of Systems and Software, 197, http://dx.doi.org/10.1016/j.jss.2022.111577

Chen Y; Zhang P; Kong T; Li Y; Zhang X; Qi L; Sun J; Jia J, 2023, 'Scale-Aware Automatic Augmentations for Object Detection With Dynamic Training', IEEE Transactions on Pattern Analysis and Machine Intelligence, 45, pp. 2367 - 2383, http://dx.doi.org/10.1109/TPAMI.2022.3166905

Shu H; Liang R; Li Z; Goodridge A; Zhang X; Ding H; Nagururu N; Sahu M; Creighton FX; Taylor RH; Munawar A; Unberath M, 2023, 'Twin-S: a digital twin for skull base surgery', INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 18, pp. 1077 - 1084, http://dx.doi.org/10.1007/s11548-023-02863-9

Qi L; Wang Y; Chen Y; Chen YC; Zhang X; Sun J; Jia J, 2022, 'PointINS: Point-Based Instance Segmentation', IEEE Transactions on Pattern Analysis and Machine Intelligence, 44, pp. 6377 - 6392, http://dx.doi.org/10.1109/TPAMI.2021.3085295

Li Y; Liu Z; Wu W; Yao H; Zhang X; Zhang C; Yin B, 2022, 'Weight-Dependent Gates for Network Pruning', IEEE Transactions on Circuits and Systems for Video Technology, 32, pp. 6941 - 6954, http://dx.doi.org/10.1109/TCSVT.2022.3175762

Liu Z; Zhang X; Shen Z; Wei Y; Cheng KT; Sun J, 2021, 'Joint Multi-Dimension Pruning via Numerical Gradient Update', IEEE Transactions on Image Processing, 30, pp. 8034 - 8045, http://dx.doi.org/10.1109/TIP.2021.3112041

Ren S; He K; Girshick R; Zhang X; Sun J, 2017, 'Object detection networks on convolutional feature maps', IEEE Transactions on Pattern Analysis and Machine Intelligence, 39, pp. 1476 - 1481, http://dx.doi.org/10.1109/TPAMI.2016.2601099

Zhang X; Zou J; He K; Sun J, 2016, 'Accelerating Very Deep Convolutional Networks for Classification and Detection', IEEE Transactions on Pattern Analysis and Machine Intelligence, 38, pp. 1943 - 1955, http://dx.doi.org/10.1109/TPAMI.2015.2502579

He K; Zhang X; Ren S; Sun J, 2015, 'Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition', IEEE Transactions on Pattern Analysis and Machine Intelligence, 37, pp. 1904 - 1916, http://dx.doi.org/10.1109/TPAMI.2015.2389824

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