"model efficiency" Papers

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DistillHGNN: A Knowledge Distillation Approach for High-Speed Hypergraph Neural Networks

Saman Forouzandeh, Parham Moradi Dowlatabadi, Mahdi Jalili

ICLR 2025
1
citations

First Attentions Last: Better Exploiting First Attentions for Efficient Parallel Training

Gyudong Kim, Hyukju Na, Jin Kim et al.

NEURIPS 2025

Hierachical Balance Packing: Towards Efficient Supervised Fine-tuning for Long-Context LLM

Yongqiang Yao, Jingru Tan, Kaihuan Liang et al.

NEURIPS 2025
2
citations

Spark Transformer: Reactivating Sparsity in Transformer FFN and Attention

Chong You, Kan Wu, Zhipeng Jia et al.

NEURIPS 2025
2
citations

Clockwork Diffusion: Efficient Generation With Model-Step Distillation

Amirhossein Habibian, Amir Ghodrati, Noor Fathima et al.

CVPR 2024highlightarXiv:2312.08128
11
citations

Evaluating Quantized Large Language Models

Shiyao Li, Xuefei Ning, Luning Wang et al.

ICML 2024arXiv:2402.18158
83
citations

Let All Be Whitened: Multi-Teacher Distillation for Efficient Visual Retrieval

Zhe Ma, Jianfeng Dong, Shouling Ji et al.

AAAI 2024paperarXiv:2312.09716
12
citations

LookupViT: Compressing visual information to a limited number of tokens

Rajat Koner, Gagan Jain, Sujoy Paul et al.

ECCV 2024arXiv:2407.12753
16
citations

MO-EMT-NAS: Multi-Objective Continuous Transfer of Architectural Knowledge Between Tasks from Different Datasets

Peng Liao, Xilu Wang, Yaochu Jin et al.

ECCV 2024arXiv:2407.13122
2
citations