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Publication date Communities Collections Article title Author(s) Journal/Conference
1 Aug 2025 SERC Institute for Infocomm Research MeMoTune: A Measure and Moment-Driven Fine-Tuning Framework for Quantized Large Language Models (Pending publish) Yun Zhang, Xue Geng, Lizi Liao, Jintong Sun, Minghe Yu, Ge Yu Findings of the Association for Computational Linguistics: ACL 2025
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
11 Jun 2025 SERC Institute for Infocomm Research Exploiting Temporal State Space Sharing for Video Semantic Segmentation (Pending publish) Syed Ariff Syed Hesham, Yun Liu, Guolei Sun, Henghui Ding, Jing Yang, Ender Konukoglu, Xue Geng, Xudong Jiang IEEE/CVF Conference on Computer Vision and Pattern Recognition
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
9 Jul 2024 SERC Institute for Infocomm Research Adaptive Masked Autoencoder Transformer for image classification Xiangru Chen, Chenjing Liu, Peng Hu, Jie Lin, Yunhong Gong, Yingke Chen, Dezhong Peng, Xue Geng Applied Soft Computing
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
17 May 2024 SERC Institute for Infocomm Research Evolving filter criteria for randomly initialized network pruning in image classification Xiangru Chen, Chenjing Liu, Peng Hu, Jie Lin, Yunhong Gong, Yingke Chen, Dezhong Peng, Xue Geng Neurocomputing
29 Dec 2023 SERC Institute for Infocomm Research Evolving masked low-rank transformer for long text understanding Chenjing Liu, Xiangru Chen, Jie Lin, Peng Hu, Junfeng Wang, Xue Geng Applied Soft Computing
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
15 Jul 2022 SERC Institute for Infocomm Research Rule-Guided Knowledge-Graph based Negative Sampling for Outfit Recommendation Huijing Zhan, Ling Li, Xue Geng, Jie Lin, A.C. Kot 2022 SIGIR Workshop On eCommerce