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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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13 Jan 2026
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SERC
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Institute of Advanced Intelligence and Computing
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MeLoRA : Probability measures-based low-rank adaptation with Gaussian variational inference (Pending publish)
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Xue He,
Xue Geng,
Tiancheng Zhang,
Minghe Yu,
Yuhai Zhao,
Xulei Yang,
Min Wu,
Ge Yu
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Knowledge-Based Systems
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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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1 Aug 2025
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SERC
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Institute for Infocomm Research
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MeMoTune: A Measure and Moment-Driven Fine-Tuning Framework for Quantized Large Language Models
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Yun Zhang,
Xue Geng,
Lizi Liao,
Jintong Sun,
Minghe Yu,
Ge Yu
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Findings of the Association for Computational Linguistics: ACL 2025
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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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11 Jun 2025
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SERC
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Institute for Infocomm Research
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Exploiting Temporal State Space Sharing for Video Semantic Segmentation
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Syed Ariff Syed Hesham,
Yun Liu,
Guolei Sun,
Henghui Ding,
Jing Yang,
Ender Konukoglu,
Xue Geng,
Xudong Jiang
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IEEE/CVF Conference on Computer Vision and Pattern Recognition
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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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28 Oct 2024
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SERC
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Institute for Infocomm Research
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PSRR-MaxpoolNMS++: Fast Non-Maximum Suppression With Discretization and Pooling (Pending publish)
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Tianyi Zhang,
Chunyun Chen,
Yun Liu,
Xue Geng,
Mohamed M. Sabry Aly,
Jie Lin
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IEEE Transactions on Pattern Analysis and Machine Intelligence
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9 Jul 2024
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SERC
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Institute for Infocomm Research
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Adaptive Masked Autoencoder Transformer for image classification
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Xiangru Chen,
Chenjing Liu,
Peng Hu,
Jie Lin,
Yunhong Gong,
Yingke Chen,
Dezhong Peng,
Xue Geng
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Applied Soft Computing
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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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