Publications

From Threads to Tiles: T2T, a Compiler for CUDA-to-NPU Translation via 2D Vectorization

Wen, Y.

Contributions to Conferences

ParDiff: Efficiently Parallelizing Reverse-Mode Automatic Differentiation with Direct Indexing

Wen, Y.

Contributions to Conferences

SpaceServe: Spatial Multiplexing of Complementary Encoders and Decoders for Multimodal LLMs

Li, Z., Zhang, S., Zhao, J., Li, S., Shi, X., Zhang, Y., Li, S., Yu, D., Yang, Z., Wen, Y., Cui, H.

Conference on Neural Information Processing Systems

Contributions to Conferences: Posters

Additional Links

Event on conference website

link to project on Github

COPP-Net: No-Reference Point Cloud Quality Assessment via Weighted Patch Quality Prediction

Zhu, L., Cheng, J., Wang, X., Su, H., Yuan, H., Song, J., Korhonen, J.

IEEE Transactions on Broadcasting, vol. 71, no. 4, pp. 1079 - 1091

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1109/TBC.2025.3597096

Additional Links

View publication in Scopus

DSCF: Dual-Source Counterfactual Fusion for High-Dimensional Combinatorial Interventions

Dou, J., Luo, L., Zhu, B., Luo, H., Zhong, M., Cheng, Y.

Contributions to Conferences: Papers

Food Standards Agency Science Council Report of Project ‘Artificial Intelligence Applications in Food Safety and Authenticity’

Pearson, S., Gregory, P., Nicholson, C., O'Brien, J. T., Borriello, P., Burton, E., Cummins, S., Healing, J., Oliver, T., Smith, R., Tildesley, M., Wastling, J., Leontidis, G.

Commissioned by Science Council of the Food Standards Agency. Food Standards Agency. 64 pages

Books and Reports: Commissioned Reports

Digital Object Identifier

https://doi.org/10.46756/sci.fsa.yne470

Open Access

http://aura.abdn.ac.uk/bitstreams/09ce7d8c-847b-4c4f-aa84-08c57a91318c/download

EquiCaps: Predictor-Free Pose-Aware Pre-Trained Capsule Networks

Konstantinou, A., Leontidis, G., Thota, M., Durrant, A.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online

https://openaccess.thecvf.com/content/ICCV2025/papers/Konstantinou_EquiCaps_Predictor-Free_Pose-Aware_Pre-Trained_Capsule_Networks_ICCV_2025_paper.pdf

Open Access

https://pure.abdn.ac.uk/ws/files/309993602/Konstantinou_EquiCaps_Predictor-Free_Pose-Aware_Pre-Trained_Capsule_Networks_ICCV_2025_paper.pdf

SwinMas: Shifted Windows and Mask Unit Attention with Auxiliary Supervision for Medical Image Segmentation

Lawal, M., Yi, D.

Biomedical Signal Processing and Control, vol. 113, no. A, 108858

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1016/j.bspc.2025.108858

Open Access

http://aura.abdn.ac.uk/bitstreams/dbeab86d-092c-4229-8bda-2827bb43e6a6/download

Capsule Network Projectors are Equivariant and Invariant Learners

Everett, M., Durrant, A., Zhong, M., Leontidis, G.

Transactions on Machine Learning Research, vol. 2025, no. 10, 4991

Contributions to Journals: Articles

Online

https://openreview.net/forum?id=7owCO3qskH

Open Access

http://aura.abdn.ac.uk/bitstreams/8673d860-a1f7-4f89-85f4-8339e88778e4/download

VisionTreeS: A Hybrid Tree-Based Visual Masked Autoencoder Approach for Strawberry Yield Forecasting From Low-Resolution Data

Beddows, M. A., Durrant, A., Leontidis, G.

IEEE Transactions on AgriFood Electronics, TAFE-05-0097-2025

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1109/TAFE.2025.3613081

Open Access

http://aura.abdn.ac.uk/bitstreams/2041b43f-3e47-429b-b7f2-546652c6f55c/download