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10 Sep 2026
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SERC
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Institute for Infocomm Research
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BLOB-Q: Boosting Low Bit ViT Quantization via Global Optimization on Model Distortion (Pending publish)
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Zhe Wang,
Kaixin Xu,
Xue Geng,
Fen Fang,
Mohamed M. Sabry Aly,
Xulei Yang,
Min Wu,
Weisi Lin
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European Conference on Computer Vision (ECCV) 2026
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21 Apr 2026
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SERC
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Institute for Infocomm Research
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F-LBQ: Fine-Grained Low Bit Quantization for Efficient and Accurate Object Detection (Pending publish)
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Kaixin Xu,
Runtao Huang,
Chao Jin,
Zhe Wang,
Xin Wei Chia,
Derek Khu,
Min Wu,
Weisi Lin,
Jonathan Pan,
Khin Mi Mi Aung
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ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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27 Jan 2026
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SERC
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Singapore Institute of Manufacturing Technology
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LEGO‐like Origami Robots Standardize Structure Design of Soft Robots
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Zheng Wang,
Yuzhe Wang,
Hongying Zhang
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Advanced Science
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3 Nov 2025
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SERC
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Institute for Infocomm Research
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Training Binary Neural Networks via Gaussian Variational Inference and Low-Rank Semidefinite Programming (Pending publish)
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Lorenzo Orecchia,
Jiawei Hu,
Xue He,
Zhe Wang,
Xulei Yang,
Min Wu,
Xue Geng
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Advances in Neural Information Processing Systems 37
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7 Jul 2025
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SERC
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Institute for Infocomm Research
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Efficient Distortion-Minimized Layerwise Pruning (Pending publish)
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Kaixin Xu,
Zhe Wang,
Runtao Huang,
Xue Geng,
Jie Lin,
Xulei Yang,
Min Wu,
Xiaoli Li,
Weisi Lin
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IEEE Transactions on Pattern Analysis and Machine Intelligence
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10 Apr 2025
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SERC
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Singapore Institute of Manufacturing Technology
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Transient asymmetry during elastic snap-through: The interplay between imperfections and oscillations
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Andrea Giudici,
Weicheng Huang,
Qiong Wang,
Yuzhe Wang,
Mingchao Liu,
Sameh Tawfick,
Dominic Vella
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Physical Review E
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1 Nov 2024
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SERC
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Institute for Infocomm Research
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LPViT: Low-Power Semi-structured Pruning for Vision Transformers
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Kaixin Xu,
Zhe Wang,
Chunyun Chen,
Xue Geng,
Jie Lin,
Xulei Yang,
Min Wu,
Xiaoli Li,
Weisi Lin
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European Conference on Computer Vision (ECCV) - (I²R Band 1) - 2024
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30 Jul 2024
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SERC
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Institute of High Performance Computing
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Big data-driven booking consolidation and scheduling of launching service in Singapore Port
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Yun Hui Lin,
Ping Chong Chua,
Xiao Feng Yin,
Zizhe Wang,
Ning Li,
Zhe Xiao,
Xiuju Fu,
Zheng Qin
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2024 IEEE Conference on Artificial Intelligence (CAI)
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14 Jun 2024
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SERC
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Institute for Infocomm Research
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From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks
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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
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IEEE Transactions on Neural Networks and Learning Systems
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8 Oct 2023
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SERC
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Institute for Infocomm Research
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Efficient Joint Optimization of Layer-Adaptive Weight Pruning in Deep Neural Networks
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Kaixin Xu,
Zhe Wang,
Xue Geng,
Min Wu,
Xiaoli Li,
Weisi Lin
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International Conference on Computer Vision (ICCV) 2023
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