By Associate Professor Yang Song

Conference Papers

Zhuo F; He Y; Yu F; Li P; Zhao Z; Sun X, 2024, 'ABM: Attention before Manipulation', International Joint Conferences on Artificial Intelligence, pp. 1816 - 1824, presented at Proceedings of the Thirty-ThirdInternational Joint Conference on Artificial Intelligence, http://dx.doi.org/10.24963/ijcai.2024/201

Li P; De Rijke M; Xue H; Ao S; Song Y; Salim FD, 2024, 'Large Language Models for Next Point-of-Interest Recommendation', in SIGIR 2024 Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1463 - 1472, http://dx.doi.org/10.1145/3626772.3657840

Yan S; Liu S; Di Ieva A; Pagnucco M; Song Y, 2024, 'Meta-Transfer Learning for Few-Shot Meningioma Segmentation', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), GREECE, Athens, pp. 1 - 4, presented at 2024 IEEE International Symposium on Biomedical Imaging (ISBI), GREECE, Athens, 27 May 2024 - 30 May 2024, http://dx.doi.org/10.1109/ISBI56570.2024.10635194

Sandarenu P; Chen J; Slapetova I; Browne L; Graham PH; Swarbrick A; Millar EKA; Song Y; Meijering E, 2024, 'Semi-Supervised Variational Autoencoder for Cell Feature Extraction In Multiplexed Immunofluorescence Images', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), GREECE, Athens, pp. 1 - 5, presented at 2024 IEEE International Symposium on Biomedical Imaging (ISBI), GREECE, Athens, 27 May 2024 - 30 May 2024, http://dx.doi.org/10.1109/ISBI56570.2024.10635107

Heng Z; Pagnucco M; Meijering E; Song Y, 2024, 'Vascular Topology Rectification Network for Automated Retinal Artery/Vein Segmentation', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), GREECE, Athens, pp. 1 - 4, presented at 2024 IEEE International Symposium on Biomedical Imaging (ISBI), GREECE, Athens, 27 May 2024 - 30 May 2024, http://dx.doi.org/10.1109/ISBI56570.2024.10635229

Cong C; Xuan S; Liu S; Zhang S; Pagnucco M; Song Y, 2024, 'Decoupled Optimisation for Long-Tailed Visual Recognition', in Wooldridge M; Dy J; Natarajan S (eds.), Proceedings of the Aaai Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence (AAAI), CANADA, Vancouver, pp. 1380 - 1388, presented at 38th AAAI Conference on Artificial Intelligence (AAAI) / 36th Conference on Innovative Applications of Artificial Intelligence / 14th Symposium on Educational Advances in Artificial Intelligence, CANADA, Vancouver, 20 February 2024 - 27 February 2024, http://dx.doi.org/10.1609/aaai.v38i2.27902

Zhu Y; Tchetchenian A; Yin X; Liew A; Song Y; Meijering E, 2024, 'AC-UNet: Adaptive Connection UNet for White Matter Tract Segmentation Through Neural Architecture Search', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI56570.2024.10635404

Qu M; Wu Y; Di D; Su A; Su T; Song Y; Fan L, 2024, 'Boundary-Guided Learning for Gene Expression Prediction in Spatial Transcriptomics', in Proceedings 2024 IEEE International Conference on Bioinformatics and Biomedicine Bibm 2024, pp. 445 - 450, http://dx.doi.org/10.1109/BIBM62325.2024.10822232

Dodballapur V; Liu D; Song Y; Cai W, 2024, 'Cross-Domain Exemplars for Cell Counting', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI56570.2024.10635905

Limarga R; Song Y; Pagnucco M; Rajaratnam D, 2024, 'Epistemic Reasoning in Computational Machine Ethics', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 82 - 94, http://dx.doi.org/10.1007/978-981-99-8391-9_7

Limarga R; Song Y; Nayak A; Rajaratnam D; Pagnucco M, 2024, 'Formalisation and Evaluation of Properties for Consequentialist Machine Ethics', in Ijcai International Joint Conference on Artificial Intelligence, pp. 440 - 448

Sun B; Pagnucco M; Song Y, 2024, 'Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products', in Advances in Neural Information Processing Systems

Wang W; Song Y; Jha S, 2024, 'GLOBE: A High-quality English Corpus with Global Accents for Zero-shot Speaker Adaptive Text-to-Speech', in Proceedings of the Annual Conference of the International Speech Communication Association Interspeech, pp. 1365 - 1369, http://dx.doi.org/10.21437/Interspeech.2024-70

Hu Y; Meijering E; Song Y, 2024, 'Large-Kernel Attention Network with Distance Regression and Topological Self-correction for Airway Segmentation', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 115 - 126, http://dx.doi.org/10.1007/978-981-99-8388-9_10

Malik M; Jiang J; Song Y; Jha S, 2024, 'MFVIEW: Multi-modal Fake News Detection with View-Specific Information Extraction', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 345 - 353, http://dx.doi.org/10.1007/978-3-031-56063-7_26

Fan L; Ding Y; Pagnucco M; Song Y, 2024, 'PATCH-WISE AUGMENTATION FOR ANOMALY DETECTION AND LOCALIZATION', in ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, pp. 5425 - 5429, http://dx.doi.org/10.1109/ICASSP48485.2024.10446994

Wang Y; Pagnucco M; Song Y, 2024, 'Self-training with Domain-Mixed Data for Few-Shot Domain Adaptation in Medical Image Segmentation Tasks', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 299 - 309, http://dx.doi.org/10.1007/978-3-031-45673-2_30

Wang J; Sun Z; Tan Z; Chen X; Chen W; Li H; Zhang C; Song Y, 2024, 'Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 8446 - 8455, http://dx.doi.org/10.1109/CVPR52733.2024.00807

Xu Y; Guo R; Pagnucco M; Song Y, 2023, 'Draw2Edit: Mask-Free Sketch-Guided Image Manipulation', in Mm 2023 Proceedings of the 31st ACM International Conference on Multimedia, Association for Computing Machinery (ACM), CANADA, Ottawa, pp. 7205 - 7215, presented at Proceedings of the 31st ACM International Conference on Multimedia, CANADA, Ottawa, 29 October 2023 - 03 November 2023, http://dx.doi.org/10.1145/3581783.3612398

Liu CY; Mohammadi G; Song Y; Johal W, 2023, 'Speech-Gesture GAN: Gesture Generation for Robots and Embodied Agents', Korea, presented at IEEE International Conference on Robot & Human Interactive Communication (RO-MAN), Korea, 28 August 2023, http://dx.doi.org/10.1109/RO-MAN57019.2023.10309493

Huang R; Tompkins A; Pagnucco M; Song Y, 2023, 'Towards Single Source Domain Generalisation in Trajectory Prediction: A Motion Prior based Approach', in Proceedings of Machine Learning Research, McGill University, Montréal, Québec, Canada, pp. 227 - 243, presented at Conference on Lifelong Learning Agents, 22-25 August 2023,, McGill University, Montréal, Québec, Canada, 22 August 2023 - 25 August 2023, https://proceedings.mlr.press/v232/huang23a.html

Chen Y; Zhang F; Zekelman LR; Xue T; Zhang C; Song Y; Makris N; Rathi Y; Cai W; O'Donnell LJ, 2023, 'Tractgraphcnn: Anatomically Informed Graph CNN for Classification Using Diffusion MRI Tractography', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), COLOMBIA, Cartagena, pp. 1 - 5, presented at 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), COLOMBIA, Cartagena, 18 April 2023 - 21 April 2023, http://dx.doi.org/10.1109/ISBI53787.2023.10230547

Qian S; Pagnucco M; Song Y, 2023, 'Adaptive Local Prototype and Cycle Attention for Few-shot Medical Image Segmentation', in 2023 International Conference on Digital Image Computing Techniques and Applications Dicta 2023, pp. 49 - 56, http://dx.doi.org/10.1109/DICTA60407.2023.00016

Wan F; Wang J; Duan H; Song Y; Pagnucco M; Long Y, 2023, 'Community-Aware Federated Video Summarization', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN54540.2023.10191101

Wang W; Song Y; Jha S, 2023, 'Generalizable Zero-Shot Speaker Adaptive Speech Synthesis with Disentangled Representations', in Proceedings of the Annual Conference of the International Speech Communication Association Interspeech, pp. 4454 - 4458, http://dx.doi.org/10.21437/Interspeech.2023-368

Huang R; Pagnucco M; Song Y, 2023, 'HyperTraj: Towards Simple and Fast Scene-Compliant Endpoint Conditioned Trajectory Prediction', in IEEE International Conference on Intelligent Robots and Systems, pp. 3208 - 3213, http://dx.doi.org/10.1109/IROS55552.2023.10341647

Wang J; Sun Z; Qian Y; Gong D; Sun X; Lin M; Pagnucco M; Song Y, 2023, 'MAXIMIZING SPATIO-TEMPORAL ENTROPY OF DEEP 3D CNNS FOR EFFICIENT VIDEO RECOGNITION', in 11th International Conference on Learning Representations Iclr 2023

Xie K; Zhong H; Chang J; Pagnucco M; Song Y, 2022, 'D2E2-Net: Double Deep Edge Enhancement for Weakly-Supervised Cell Nuclei Segmentation with Incomplete Point Annotations', Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 8, presented at 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), http://dx.doi.org/10.1109/dicta56598.2022.10034599

Huang R; Pagnucco M; Song Y, 2022, 'Analysis of the Over-exposure Problem for Robust Scene Parsing', in 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), IEEE, pp. 1 - 8, presented at 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 30 November 2022 - 02 December 2022, http://dx.doi.org/10.1109/dicta56598.2022.10034628

Wang J; Qin L; Zhang P; Long Y; Hu B; Pagnucco M; Wang S; Song Y, 2022, 'Towards Unified Multi-Excitation for Unsupervised Video Prediction', in BMVC 2022 - 33rd British Machine Vision Conference Proceedings, London, UK & Online, presented at BMVC 2022 - 33rd British Machine Vision Conference, London, UK & Online, 21 November 2022, https://bmvc2022.mpi-inf.mpg.de/587/

Chu SW; Zhang C; Song Y; Cai W, 2022, 'Channel-Position Self-Attention with Query Refinement Skeleton Graph Neural Network in Human Pose Estimation', in 2022 IEEE International Conference on Image Processing: Proceedings, IEEE, Bordeaux, France, pp. 971 - 975, presented at 2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 16 October 2022, http://dx.doi.org/10.1109/ICIP46576.2022.9897882

Xie K; Yang Y; Pagnucco M; Song Y, 2022, 'Electron Microscope Image Registration Using Laplacian Sharpening Transformer U-Net', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Singapore, pp. 310 - 319, presented at 25th International Conference, Medical Image Computing and Computer Assisted Intervention, MICCAI 2022, Singapore, 18 September 2022 - 22 September 2022, http://dx.doi.org/10.1007/978-3-031-16446-0_30

Fan L; Sowmya A; Meijering E; Song Y, 2022, 'Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning', in Wang L; Dou Q; Fletcher PT; Speidel S; Li S (eds.), Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, Springer Nature, SINGAPORE, Singapore, pp. 409 - 419, presented at 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), SINGAPORE, Singapore, 18 September 2022 - 22 September 2022, http://dx.doi.org/10.1007/978-3-031-16434-7_40

Chen Y; Zhang F; Zhang C; Xue T; Zekelman LR; He J; Song Y; Makris N; Rathi Y; Golby AJ; Cai W; O’Donnell LJ, 2022, 'White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Singapore, pp. 174 - 184, presented at 25th International Conference, Medical Image Computing and Computer Assisted Intervention, MICCAI 2022, Singapore, 18 September 2022 - 22 September 2022, http://dx.doi.org/10.1007/978-3-031-16431-6_17

Li L; Pagnucco M; Song Y, 2022, 'Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Institute of Electrical and Electronics Engineers (IEEE), LA, New Orleans, pp. 2221 - 2231, presented at 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), LA, New Orleans, 18 June 2022 - 24 June 2022, http://dx.doi.org/10.1109/CVPR52688.2022.00227

Xue T; Zhang F; Zhang C; Chen Y; Song Y; Makris N; Rathi Y; Cai W; O’Donnell L, 2022, 'An efficient deep learning framework for consistent superficial white matter tractography parcellation', in Proceedings of the International Society for Magnetic Resonance in Medicine ... Scientific Meeting and Exhibition., International Society for Magnetic Resonance in Medicine (ISMRM), presented at Joint Annual Meeting ISMRM-ESMRMB ISMRT 31st Annual Meeting, http://dx.doi.org/10.58530/2022/3302

Chen Y; Zhang C; Song Y; Xue T; Makris N; Rathi Y; Cai W; Zhang F; O'Donnell L, 2022, 'Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Fiber Clustering', in Proceedings of the International Society for Magnetic Resonance in Medicine ... Scientific Meeting and Exhibition., International Society for Magnetic Resonance in Medicine (ISMRM), presented at Joint Annual Meeting ISMRM-ESMRMB ISMRT 31st Annual Meeting, http://dx.doi.org/10.58530/2022/3303

Rana P; Sowmya A; Meijering E; Song Y, 2022, 'Imbalanced Cell-Cycle Classification Using Wgan-Div and Mixup', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), INDIA, Kolkata, pp. 1 - 4, presented at 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), INDIA, Kolkata, 28 March 2022 - 31 March 2022, http://dx.doi.org/10.1109/ISBI52829.2022.9761488

Xue T; Zhang F; Zhang C; Chen Y; Song Y; Makris N; Rathi Y; Cai W; O'Donnell LJ, 2022, 'Supwma: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), INDIA, Kolkata, pp. 1 - 5, presented at 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), INDIA, Kolkata, 28 March 2022 - 31 March 2022, http://dx.doi.org/10.1109/ISBI52829.2022.9761541

Cong C; Yang Y; Liu S; Pagnucco M; Di Ieva A; Berkovsky S; Song Y, 2022, 'Adaptive Unified Contrastive Learning for Imbalanced Classification', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 348 - 357, http://dx.doi.org/10.1007/978-3-031-21014-3_36

Wang W; Song Y; Jha S, 2022, 'AUTOLV: AUTOMATIC LECTURE VIDEO GENERATOR', in Proceedings International Conference on Image Processing Icip, pp. 1086 - 1090, http://dx.doi.org/10.1109/ICIP46576.2022.9897436

Li P; Yang Y; Pagnucco M; Song Y, 2022, 'CoGNet: Cooperative Graph Neural Networks', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN55064.2022.9892241

Fan L; Ding Y; Fan D; Di D; Pagnucco M; Song Y, 2022, 'GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 21084 - 21093, http://dx.doi.org/10.1109/CVPR52688.2022.02044

Zhu J; Bolsterlee B; Chow BVY; Song Y; Meijering E, 2022, 'Hybrid Attentive Unet for Segmentation of Lower Leg Muscles and Bones From MRI Scans For Musculoskeletal Research', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI52829.2022.9761501

Cong C; Yang Y; Liu S; Pagnucco M; Song Y, 2022, 'Imbalanced Histopathology Image Classification Using Deep Feature Graph Attention Network', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI52829.2022.9761619

Hu Y; Pan Y; Song Y; Meijering E; Cui Z; Zhao Y; Ding Z; Zhu M; Shen D, 2022, 'Parallel Sinogram and Image Framework With Co-Training Strategy for Metal Artifact Reduction in Tooth Ct Images', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI52829.2022.9761653

Luo S; Heng Z; Pagnucco M; Song Y, 2022, 'Two-Stage Topological Refinement Network for Retinal Artery/Vein Classification', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI52829.2022.9761669

Wang J; Long Y; Pagnucco M; Song Y, 2021, 'Dynamic Graph Warping Transformer for Video Alignment', in 32nd British Machine Vision Conference, BMVC 2021, Virtual, presented at 32nd British Machine Vision Conference, BMVC 2021, Virtual, 22 November 2021, https://www.bmvc2021-virtualconference.com/conference/papers/paper_0993.html

Liu Y; Mohammadi G; Song Y; Johal W, 2021, 'Speech-based Gesture Generation for Robots and Embodied Agents: A ScopingReview', Japan, presented at Human-Agent Interaction, Japan, 09 November 2021

Bai Y; Wang J; Long Y; Hu B; Song Y; Pagnucco M; Guan Y, 2021, 'Discriminative Latent Semantic Graph for Video Captioning', in Mm 2021 Proceedings of the 29th ACM International Conference on Multimedia, pp. 3556 - 3564, http://dx.doi.org/10.1145/3474085.3475519

Back to profile page