RACE Attention: A Strictly Linear-Time Attention Layer for Training on Outrageously Large Contexts
Sahil Joshi, Agniva Chowdhury, Amar Kanakamedala, E. Y. Tu et autres
0 citationsarXiv (Cornell University)
Anshumali Shrivastava
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204Publications signalées
2327Citations signalées
1Affiliations récentes
Institutions déclarées
Domaines associés
Advanced Image and Video Retrieval TechniquesAlgorithms and Data CompressionCaching and Content DeliveryAdvanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning
Publications récentes
To Compress or Not? Pushing the Frontier of Lossless GenAI Model Weights Compression with Exponent Concentration
Zeyu Yang, Tianyi Zhang, Chuan Li, Zhaozhuo Xu et autres
0 citationsarXiv (Cornell University)
REFRAG: Rethinking RAG based Decoding
Aritra Ghosh, Bryan Kian Hsiang Low, Anshumali Shrivastava
0 citationsarXiv (Cornell University)
CoVE: Compressed Vocabulary Expansion Makes Better LLM-based Recommender Systems
Haochen Zhang, Tianyi Zhang, Junze Yin, Gal Oren et autres
0 citationsarXiv (Cornell University)
IDentity with Locality: An Ideal Hash for Gene Sequence Search
Tianyi Zhang, Gaurav Gupta, A.A. Desai, Anshumali Shrivastava
0 citations
Breaking the Frozen Subspace: Importance Sampling for Low-Rank Optimization in LLM Pretraining
Haochen Zhang, Junze Yin, Guanchu Wang, Zirui Liu et autres
0 citationsarXiv (Cornell University)
CoVE: Compressed Vocabulary Expansion Makes Better LLM-based Recommender Systems
Haochen Zhang, Tianyi Zhang, Junze Yin, Gal Oren et autres
0 citations
70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float (DFloat11)
Tianyi Zhang, Mohsen Hariri, Shaochen Zhong, Vipin Chaudhary et autres
0 citations
Sketch to Adapt: Fine-Tunable Sketches for Efficient LLM Adaptation
Tianyi Zhang, Jianping Su, Oscar Wu, Zhaozhuo Xu et autres
0 citationsarXiv (Cornell University)
LeanQuant: Accurate and Scalable Large Language Model Quantization with Loss-error-aware Grid
Tianyi Zhang, Anshumali Shrivastava
0 citationsarXiv (Cornell University)
IDentity with Locality: An ideal hash for gene sequence search
Aditya Desai, Gaurav Gupta, Tianyi Zhang, Anshumali Shrivastava
0 citationsarXiv (Cornell University)
Learning Scalable Structural Representations for Link Prediction with Bloom Signatures
Tianyi Zhang, Haoteng Yin, Rongzhe Wei, Pan Li et autres
6 citations
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