Broader but More Efficient: Broad Learning in Power Side-channel Attacks

Authors: Yang, Yilin, Ou, Changhai, Wei, Yongzhuang, Li, Wei, Fan, Yifan, Shen, Xuan

Source: 2024 IEEE 23rd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) TRUSTCOM Trust, Security and Privacy in Computing and Communications (TrustCom), 2024 IEEE 23rd International Conference on. :1528-1533 Dec, 2024

Relation: 2024 IEEE 23rd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)

QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge

Authors: Shen, Xuan, Ma, Weize, Liu, Jing, Yang, Changdi, Ding, Rui, Wang, Quanyi, Ding, Henghui, Niu, Wei, Wang, Yanzhi, Zhao, Pu, Lin, Jun, Gu, Jiuxiang

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2503.16709

Efficient Reasoning with Hidden Thinking

Authors: Shen, Xuan, Wang, Yizhou, Shi, Xiangxi, Wang, Yanzhi, Zhao, Pu, Gu, Jiuxiang

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2501.19201

RoRA: Efficient Fine-Tuning of LLM with Reliability Optimization for Rank Adaptation

Authors: Liu, Jun, Kong, Zhenglun, Dong, Peiyan, Yang, Changdi, Shen, Xuan, Zhao, Pu, Tang, Hao, Yuan, Geng, Niu, Wei, Zhang, Wenbin, Lin, Xue, Huang, Dong, Wang, Yanzhi

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2501.04315

LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers

Authors: Shen, Xuan, Song, Zhao, Zhou, Yufa, Chen, Bo, Li, Yanyu, Gong, Yifan, Zhang, Kai, Tan, Hao, Kuen, Jason, Ding, Henghui, Shu, Zhihao, Niu, Wei, Zhao, Pu, Wang, Yanzhi, Gu, Jiuxiang

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2412.12444

Numerical Pruning for Efficient Autoregressive Models

Authors: Shen, Xuan, Song, Zhao, Zhou, Yufa, Chen, Bo, Liu, Jing, Zhang, Ruiyi, Rossi, Ryan A., Tan, Hao, Yu, Tong, Chen, Xiang, Zhou, Yufan, Sun, Tong, Zhao, Pu, Wang, Yanzhi, Gu, Jiuxiang

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2412.12441

7B Fully Open Source Moxin-LLM -- From Pretraining to GRPO-based Reinforcement Learning Enhancement

Authors: Zhao, Pu, Shen, Xuan, Kong, Zhenglun, Shen, Yixin, Chang, Sung-En, Rupprecht, Timothy, Lu, Lei, Nan, Enfu, Yang, Changdi, He, Yumei, Shi, Weiyan, Xu, Xingchen, Huang, Yu, Jiang, Wei, Wang, Wei, Chen, Yue, He, Yong, Wang, Yanzhi

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2412.06845

A Survey of Small Language Models

Authors: Van Nguyen, Chien, Shen, Xuan, Aponte, Ryan, Xia, Yu, Basu, Samyadeep, Hu, Zhengmian, Chen, Jian, Parmar, Mihir, Kunapuli, Sasidhar, Barrow, Joe, Wu, Junda, Singh, Ashish, Wang, Yu, Gu, Jiuxiang, Dernoncourt, Franck, Ahmed, Nesreen K., Lipka, Nedim, Zhang, Ruiyi, Chen, Xiang, Yu, Tong, Kim, Sungchul, Deilamsalehy, Hanieh, Park, Namyong, Rimer, Mike, Zhang, Zhehao, Yang, Huanrui, Rossi, Ryan A., Nguyen, Thien Huu

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2410.20011

Pruning Foundation Models for High Accuracy without Retraining

Authors: Zhao, Pu, Sun, Fei, Shen, Xuan, Yu, Pinrui, Kong, Zhenglun, Wang, Yanzhi, Lin, Xue

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2410.15567

Rethinking Token Reduction for State Space Models

Authors: Zhan, Zheng, Wu, Yushu, Kong, Zhenglun, Yang, Changdi, Gong, Yifan, Shen, Xuan, Lin, Xue, Zhao, Pu, Wang, Yanzhi

Subject Terms: Computer Science - Machine Learning, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2410.14725

Exploring Token Pruning in Vision State Space Models

Authors: Zhan, Zheng, Kong, Zhenglun, Gong, Yifan, Wu, Yushu, Meng, Zichong, Zheng, Hangyu, Shen, Xuan, Ioannidis, Stratis, Niu, Wei, Zhao, Pu, Wang, Yanzhi

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.18962

Search for Efficient Large Language Models

Authors: Shen, Xuan, Zhao, Pu, Gong, Yifan, Kong, Zhenglun, Zhan, Zheng, Wu, Yushu, Lin, Ming, Wu, Chao, Lin, Xue, Wang, Yanzhi

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2409.17372

AyE-Edge: Automated Deployment Space Search Empowering Accuracy yet Efficient Real-Time Object Detection on the Edge

Authors: Wu, Chao, Gong, Yifan, Liu, Liangkai, Li, Mengquan, Wu, Yushu, Shen, Xuan, Li, Zhimin, Yuan, Geng, Shi, Weisong, Wang, Yanzhi

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2408.05363

DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network

Authors: Shen, Xuan, Wang, Yaohua, Lin, Ming, Huang, Yilun, Tang, Hao, Sun, Xiuyu, Wang, Yanzhi

Source: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2023 IEEE/CVF Conference on. :6163-6173 Jun, 2023

Relation: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment

Authors: Liu, Jun, Kong, Zhenglun, Zhao, Pu, Yang, Changdi, Tang, Hao, Shen, Xuan, Yuan, Geng, Niu, Wei, Zhang, Wenbin, Lin, Xue, Huang, Dong, Wang, Yanzhi

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2403.10799

EdgeQAT: Entropy and Distribution Guided Quantization-Aware Training for the Acceleration of Lightweight LLMs on the Edge

Authors: Shen, Xuan, Kong, Zhenglun, Yang, Changdi, Han, Zhaoyang, Lu, Lei, Dong, Peiyan, Lyu, Cheng, Li, Chih-hsiang, Guo, Xuehang, Shu, Zhihao, Niu, Wei, Leeser, Miriam, Zhao, Pu, Wang, Yanzhi

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2402.10787

Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge

Authors: Shen, Xuan, Dong, Peiyan, Lu, Lei, Kong, Zhenglun, Li, Zhengang, Lin, Ming, Wu, Chao, Wang, Yanzhi

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2312.05693

Cryptanalysis of Magpie Block Cipher

Authors: Huang, Jin-jie, Wang, Jian-shan, Dai, Wei, Shen, Xuan, He, Jun

Source: 2022 IEEE 10th International Conference on Information, Communication and Networks (ICICN) Information, Communication and Networks (ICICN), 2022 IEEE 10th International Conference on. :717-721 Aug, 2022

Relation: 2022 IEEE 10th International Conference on Information, Communication and Networks (ICICN)

Cryptanalysis against Type-III Generalized Feistel Networks and Its Variants with SP Type Round Functions

Authors: Zhang, Yi, Shen, Xuan, Liu, Guoqiang, Li, Chao

Source: 2022 IEEE 10th International Conference on Information, Communication and Networks (ICICN) Information, Communication and Networks (ICICN), 2022 IEEE 10th International Conference on. :71-76 Aug, 2022

Relation: 2022 IEEE 10th International Conference on Information, Communication and Networks (ICICN)

Efficiency in Microfinance Cooperatives

Authors: HARTARSKA, Valentina, NADOLNYAK, Denis, SHEN, Xuan

Source: Revista Iberoamericana de Estudios de Desarrollo, Vol 1, Iss 2, Pp 52-74 (2012)

Subject Terms: microfinance institutions, efficiency, scale economies, social impact, Social Sciences

File Description: electronic resource

Relation: http://ried.unizar.es/index.php/revista/article/view/52; https://doaj.org/toc/2254-2035

Access URL: https://doaj.org/article/135a4bb5cc6942a2a967aba916eba659