|
10 Sep 2026
|
SERC
|
Institute for Infocomm Research
|
BLOB-Q: Boosting Low Bit ViT Quantization via Global Optimization on Model Distortion (Pending publish)
|
Zhe Wang,
Kaixin Xu,
Xue Geng,
Fen Fang,
Mohamed M. Sabry Aly,
Xulei Yang,
Min Wu,
Weisi Lin
|
European Conference on Computer Vision (ECCV) 2026
|
|
21 Apr 2026
|
SERC
|
Institute for Infocomm Research
|
F-LBQ: Fine-Grained Low Bit Quantization for Efficient and Accurate Object Detection (Pending publish)
|
Kaixin Xu,
Runtao Huang,
Chao Jin,
Zhe Wang,
Xin Wei Chia,
Derek Khu,
Min Wu,
Weisi Lin,
Jonathan Pan,
Khin Mi Mi Aung
|
ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
|
|
5 Aug 2025
|
SERC
|
Institute for Infocomm Research
|
A Spatial-Physics Informed Model for 3D Spiral Sample Scanned by SQUID Microscopy
|
Senthilnath J.,
Jayabalan J,
Zhuoyi Lin,
Aye Phyu Phyu Aung,
Chen Hao,
Kaixin Xu,
Yeow Kheng Lim,
F.C. Wellstood
|
Proceedings of the International Symposium on the Physical and Failure Analysis of Integrated Circuits, IPFA
|
|
7 Jul 2025
|
SERC
|
Institute for Infocomm Research
|
Efficient Distortion-Minimized Layerwise Pruning (Pending publish)
|
Kaixin Xu,
Zhe Wang,
Runtao Huang,
Xue Geng,
Jie Lin,
Xulei Yang,
Min Wu,
Xiaoli Li,
Weisi Lin
|
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
|
1 Nov 2024
|
SERC
|
Institute for Infocomm Research
|
LPViT: Low-Power Semi-structured Pruning for Vision Transformers
|
Kaixin Xu,
Zhe Wang,
Chunyun Chen,
Xue Geng,
Jie Lin,
Xulei Yang,
Min Wu,
Xiaoli Li,
Weisi Lin
|
European Conference on Computer Vision (ECCV) - (I²R Band 1) - 2024
|
|
16 Sep 2024
|
SERC
|
Institute for Infocomm Research
|
Q-instruct: Improving low-level visual abilities for multi-modality foundation models
|
Haoning Wu,
Zicheng Zhang,
Erli Zhang,
Chaofeng Chen,
Liang Liao,
Annan Wang,
Kaixin Xu,
Chunyi Li,
Jingwen Hou,
Guangtao Zhai,
Wenxiu Sun,
Qiong Yan,
Weisi Lin
|
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - (I²R Band 1) - 2024
|
|
14 Jun 2024
|
SERC
|
Institute for Infocomm Research
|
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks
|
Xue Geng,
Zhe Wang,
Chunyun Chen,
Qing Xu,
Kaixin Xu,
Chao Jin,
Manas Gupta,
Xulei Yang,
Zhenghua Chen,
Mohamed M. Sabry Aly,
Jie Lin,
Min Wu,
Xiaoli Li
|
IEEE Transactions on Neural Networks and Learning Systems
|
|
4 Feb 2024
|
SERC
|
Institute for Infocomm Research
|
MS-MT: Multi-scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation
|
Ziyuan Zhao,
Kaixin Xu,
Huai Zhe Yeo,
Xulei Yang,
Cuntai Guan
|
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
|
|
8 Oct 2023
|
SERC
|
Institute for Infocomm Research
|
Efficient Joint Optimization of Layer-Adaptive Weight Pruning in Deep Neural Networks
|
Kaixin Xu,
Zhe Wang,
Xue Geng,
Min Wu,
Xiaoli Li,
Weisi Lin
|
International Conference on Computer Vision (ICCV) 2023
|
|
11 Sep 2023
|
SERC
|
Institute for Infocomm Research
|
Metagrad: Adaptive Gradient Quantization with Hypernetworks
|
Kaixin Xu,
Alina Hui Xiu Lee,
Ziyuan Zhao,
Zhe Wang,
Min Wu,
Weisi Lin
|
2023 IEEE International Conference on Image Processing (ICIP)
|