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Publication date Communities Collections Article title Author(s) Journal/Conference
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
24 Jun 2022 SERC Institute of High Performance Computing  CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow Xiuchao Sui, Shaohua Li, Xue Geng, Yan Wu, Xinxing Xu, Yong Liu, Rick Goh, Hongyuan Zhu The IEEE / CVF Computer Vision and Pattern Recognition Conference
30 Sep 2020 SERC Institute for Infocomm Research Cascaded Mixed-Precision Networks Xue Geng, Jie Lin, Shaohua Li 2020 IEEE International Conference on Image Processing (ICIP)
26 Mar 2019 SERC Institute for Infocomm Research Dataflow-based Joint Quantization for Deep Neural Networks Xue Geng, Jie Fu, Bin Zhao, Jie Lin, Mohamed Aly, Christopher Pal, Vijay Chandrasekhar 2019 Data Compression Conference (DCC)