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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
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)
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)
12 Mar 2025
SERC
Institute of High Performance Computing
Improving Open-vocabulary Video Visual Relation Detection with Decomposed Prompt Learning and Relation Adjustment
Ming Pei,
Yi Tan,
Yanbin Hao,
Hao Zhang,
Jinmeng Wu,
Basura Fernando,
Xun Yang
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
16 Sep 2024
SERC
Institute for Infocomm Research
Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias
Wenyu Zhang,
Qingmu Liu,
Felix Ong,
Mohamed Ragab,
Chuan-Sheng Foo
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
20 Aug 2024
SERC
Institute for Infocomm Research
Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-training
Wenyu Zhang,
Li Shen,
Chuan-Sheng Foo
International Journal of Computer Vision
15 Jul 2024
SERC
Institute for Infocomm Research
Fuzzy-label weighted deep learning classification for CT image quality
EE PING ONG,
Ruchir Srivastava,
Wenbo Chen
International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
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