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16 Mar 2026
SERC
Institute of High Performance Computing
PointTFA: Multi-Modal, Training-Free Adaptation for Point Cloud Understanding
Jinmeng Wu,
Youxiang Hu,
Chong Cao,
Hao Zhang,
Basura Fernando,
Yanbin Hao,
Hanyu Hong
IEEE Transactions on Multimedia
2 Dec 2025
SERC
Institute of High Performance Computing
You Only Communicate Once: One-shot Federated Low-Rank Adaptation of MLLM
Binqian Xu,
Haiyang Mei,
Zechen Bai,
Jinjin Gong,
Rui Yan,
Guo-Sen Xie,
Yazhou Yao,
Basura Fernando,
Xiangbo Shu
The Thirty-ninth Annual Conference on Neural Information Processing Systems
8 Nov 2025
SERC
Institute of High Performance Computing
Diagram-Driven Course Questions Generation
Xinyu Zhang,
Lingling Zhang,
Yanrui Wu,
Muye Huang,
Wenjun Wu,
Bo Li,
Shaowei Wang,
Basura Fernando,
Jun Liu
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
19 Oct 2025
SERC
Institute of High Performance Computing
IMoRe: Implicit Program-Guided Reasoning for Human Motion QA
Chen Li,
Sugandhika Chinthani,
Yeo Keat Ee,
Eric Peh,
Hao Zhang,
Hong Yang,
Deepu Rajan,
Basura Fernando
Proceedings of the IEEE/CVF International Conference on Computer Vision
4 Oct 2025
SERC
Institute for Infocomm Research
SODA: Out-of-Distribution Detection in Domain-Shifted Point Clouds via Neighborhood Propagation
Adam Goodge,
Xun Xu,
Bryan Hooi,
Wee Siong Ng,
Jingyi Liao,
Yongyi Su,
Yang Xulei
European Conference on Machine Learning (ECML-PKDD)
1 Sep 2025
SERC
Institute of Materials Research and Engineering
Ultrathin Gallium Nitride Quantum-Disk-in-Nanowire-Enabled Reconfigurable Bioinspired Sensor for High-Accuracy Human Action Recognition
Zhixiang Gao,
Xin Ju,
Huabin Yu,
Wei Chen,
Xin Liu,
Yuanmin Luo,
Yang Kang,
Dongyang Luo,
JiKai Yao,
Wengang Gu,
Muhammad Hunain Memon,
Yong Yan,
Haiding Sun
Nano-Micro Letters
13 Aug 2025
SERC
Institute for Infocomm Research
EventFly: Event Camera Perception from Ground to the Sky
Lingdong Kong,
Dongyue Lu,
Xiang Xu,
Lai Xing Ng,
Wei Tsang Ooi,
Benoit R. Cottereau
2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
13 Aug 2025
SERC
Institute for Infocomm Research
MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations
Ziyang Zhang,
Yang Yu,
Yucheng Chen,
Xulei Yang,
Si Yong Yeo
Computer Vision and Pattern Recognition Conference (CVPR)
4 Aug 2025
SERC
Institute of High Performance Computing
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Xinyu Zhang,
Yuxuan Dong,
Yanrui Wu,
Jiaxing Huang,
Chengyou Jia,
Basura Fernando,
Mike Zheng Shou,
Lingling Zhang,
Jun Liu
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
4 Aug 2025
SERC
Institute for Infocomm Research
SPHERE: Unveiling Spatial Blind Spots in Vision-Language Models Through Hierarchical Evaluation
Wenyu Zhang,
Wei En Ng,
Lixin Ma,
Yuwen Wang,
Junqi Zhao,
Allison Koenecke,
Boyang Li,
Lu Wang
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
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