Skoltech

university

https://skoltech.ru

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AI & ML interests

Artificial Intelligence Technologies

Papers

PersonalAI 2.0: Enhancing knowledge graph traversal/retrieval with planning mechanism for Personalized LLM Agents

PersonalAI: A Systematic Comparison of Knowledge Graph Storage and Retrieval Approaches for Personalized LLM agents

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submitted 2 papers to Daily Papers 3 months ago

PersonalAI 2.0: Enhancing knowledge graph traversal/retrieval with planning mechanism for Personalized LLM Agents

Paper • 2605.13481 • Published May 13 • 2

PersonalAI: A Systematic Comparison of Knowledge Graph Storage and Retrieval Approaches for Personalized LLM agents

Paper • 2506.17001 • Published Apr 12 • 3

authored 3 papers almost 2 years ago

Few-Bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction

Paper • 2202.00441 • Published Feb 1, 2022 • 1

LoTR: Low Tensor Rank Weight Adaptation

Paper • 2402.01376 • Published Feb 2, 2024

Memory-Efficient Backpropagation through Large Linear Layers

Paper • 2201.13195 • Published Jan 31, 2022 • 1