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Vignesh Kothapalli

CoT-ICL Lab: A Petri Dish for Studying Chain-of-Thought Learning from In-Context Demonstrations

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Feb 21, 2025
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Efficient AI in Practice: Training and Deployment of Efficient LLMs for Industry Applications

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Feb 20, 2025
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360Brew: A Decoder-only Foundation Model for Personalized Ranking and Recommendation

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Jan 27, 2025
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Liger Kernel: Efficient Triton Kernels for LLM Training

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Oct 14, 2024
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Crafting Heavy-Tails in Weight Matrix Spectrum without Gradient Noise

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Jun 07, 2024
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Kernel vs. Kernel: Exploring How the Data Structure Affects Neural Collapse

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Jun 04, 2024
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A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks

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Jul 04, 2023
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Randomized Schur Complement Views for Graph Contrastive Learning

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Jun 06, 2023
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Neural Collapse: A Review on Modelling Principles and Generalization

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Jun 08, 2022
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