EMQ: Evolving Training-free Proxies for Automated Mixed Precision
Quantization

EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization

IEEE International Conference on Computer Vision (ICCV), 2023

20 July 2023

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Papers citing "EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization"

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Title
InfoQ: Mixed-Precision Quantization via Global Information Flow Mehmet Emre Akbulut Hazem Hesham Yousef Shalby Fabrizio Pittorino Manuel Roveri MQ 40 0 0 06 Aug 2025
Where and How to Enhance: Discovering Bit-Width Contribution for Mixed Precision QuantizationInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Haidong Kang Lianbo Ma Guo-Ding Yu Shangce Gao MQ 164 1 0 05 Aug 2025
Enhancing Large Multimodal Models with Adaptive Sparsity and KV Cache Compression Te Zhang Yuheng Li Junxiang Wang Lujun Li 100 0 0 28 Jul 2025
MixA-Q: Revisiting Activation Sparsity for Vision Transformers from a Mixed-Precision Quantization Perspective Weitian Wang Rai Shubham Cecilia De La Parra Akash Kumar MQ 138 1 0 25 Jul 2025
LPZero: Language Model Zero-cost Proxy Search from ZeroConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Peijie Dong Lujun Li Xiang Liu Zhenheng Tang Xuebo Liu Qiang Wang Xiaowen Chu 781 5 0 07 Oct 2024
Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated LearningInternational Conference on Parallel Processing (ICPP), 2024 Zichen Tang Junlin Huang Rudan Yan Yuxin Wang Zhenheng Tang Shaoshuai Shi Amelie Chi Zhou Xiaowen Chu FedML 136 6 0 27 Aug 2024
NoRA: Nested Low-Rank Adaptation for Efficient Fine-Tuning Large Models Cheng Lin Lujun Li Dezhi Li Jie Zou Wei Xue Yike Guo AI4TS 187 13 0 18 Aug 2024
STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMsInternational Conference on Learning Representations (ICLR), 2024 Peijie Dong Lujun Li Dayou Du Yuhan Chen Zhenheng Tang ... Wei Xue Wenhan Luo Qi-fei Liu Yi-Ting Guo Xiaowen Chu MQ 152 27 0 03 Aug 2024
CLAMP-ViT: Contrastive Data-Free Learning for Adaptive Post-Training Quantization of ViTs Akshat Ramachandran Souvik Kundu Tushar Krishna MQ 246 17 0 07 Jul 2024
Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language Models Peijie Dong Lujun Li Zhenheng Tang Xiang Liu Xinglin Pan Qiang-qiang Wang Xiaowen Chu 273 50 0 05 Jun 2024
Algorithm-Hardware Co-Design of Distribution-Aware Logarithmic-Posit Encodings for Efficient DNN InferenceDesign Automation Conference (DAC), 2024 Akshat Ramachandran Zishen Wan Geonhwa Jeong John Gustafson Tushar Krishna MQ 95 20 0 08 Mar 2024
ParZC: Parametric Zero-Cost Proxies for Efficient NAS Peijie Dong Lujun Li Xinglin Pan Zimian Wei Xiang Liu Qiang-qiang Wang Xiaowen Chu 170 10 0 03 Feb 2024
Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery Zimian Wei Lujun Li Peijie Dong Zheng Hui Anggeng Li Menglong Lu H. Pan Zhiliang Tian Dongsheng Li ViT 143 27 0 14 Dec 2023
TVT: Training-Free Vision Transformer Search on Tiny Datasets Zimian Wei H. Pan Lujun Li Peijie Dong Zhiliang Tian Xin-Yi Niu Dongsheng Li ViT 119 9 0 24 Nov 2023
Pruning Large Language Models via Accuracy Predictor Yupeng Ji Yibo Cao Jiu-si Liu KELM 169 4 0 18 Sep 2023
On-Chip Hardware-Aware Quantization for Mixed Precision Neural Networks Wei Huang Haotong Qin Yangdong Liu Jingzhuo Liang Yifu Ding Ying Li Xianglong Liu MQ 335 2 0 05 Sep 2023