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Ajay Jaiswal

IDEA Prune: An Integrated Enlarge-and-Prune Pipeline in Generative Language Model Pretraining

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Mar 07, 2025
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Sebra: Debiasing Through Self-Guided Bias Ranking

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Jan 30, 2025
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All Against Some: Efficient Integration of Large Language Models for Message Passing in Graph Neural Networks

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Jul 20, 2024
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From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients

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Jul 15, 2024
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Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients

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Jul 11, 2024
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FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping

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Apr 05, 2024
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Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

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Mar 18, 2024
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LLaGA: Large Language and Graph Assistant

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Feb 17, 2024
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Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge

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Oct 24, 2023
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Compressing LLMs: The Truth is Rarely Pure and Never Simple

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Oct 02, 2023
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