Eugenia Iofinova

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upvoted a paper 11 days ago

WUSH-KV: KV Cache Quantization with Data-Adaptive Transforms

Paper • 2609.38121 • Published 12 days ago • 26

upvoted a paper 12 days ago

Disaggregated Quantization: Specializing LLM Prefill and Decode

Paper • 2609.26333 • Published 19 days ago • 93

published a model about 1 month ago

daslab-testing/qwen3.5-4b-70k-vocabulary-4bit-cuda-quant-head

4B • Updated Aug 7 • 27

upvoted a paper 2 months ago

GPTQ-2D: Cubic-Time Two-Sided Adaptive Rounding

Paper • 2607.27042 • Published Jul 29 • 21

upvoted a paper 7 months ago

Qwen3-Coder-Next Technical Report

Paper • 2603.00729 • Published Feb 28 • 66

upvoted a paper 8 months ago

DASH: Faster Shampoo via Batched Block Preconditioning and Efficient Inverse-Root Solvers

Paper • 2602.02016 • Published Feb 2 • 13

upvoted a paper 10 months ago

WUSH: Near-Optimal Adaptive Transforms for LLM Quantization

Paper • 2512.00956 • Published Nov 30, 2025 • 23

upvoted a paper about 1 year ago

Bridging the Gap Between Promise and Performance for Microscaling FP4 Quantization

Paper • 2509.23202 • Published Sep 27, 2025 • 30

upvoted 4 papers over 1 year ago

Unified Scaling Laws for Compressed Representations

Paper • 2506.01863 • Published Jun 2, 2025 • 19

Efficient Data Selection at Scale via Influence Distillation

Paper • 2505.19051 • Published May 25, 2025 • 4

SVD-Free Low-Rank Adaptive Gradient Optimization for Large Language Models

Paper • 2505.17967 • Published May 23, 2025 • 17

Quartet: Native FP4 Training Can Be Optimal for Large Language Models

Paper • 2505.14669 • Published May 20, 2025 • 79

updated a dataset over 1 year ago

ISTA-DASLab/Panza-emails

Viewer • Updated Feb 26, 2025 • 526 • 60 • 1

liked a dataset over 1 year ago

ISTA-DASLab/Panza-emails

Viewer • Updated Feb 26, 2025 • 526 • 60 • 1

published a dataset over 1 year ago

ISTA-DASLab/Panza-emails

Viewer • Updated Feb 26, 2025 • 526 • 60 • 1

authored 4 papers over 1 year ago

Accurate Neural Network Pruning Requires Rethinking Sparse Optimization

Paper • 2308.02060 • Published Aug 3, 2023 • 1

How Well Do Sparse Imagenet Models Transfer?

Paper • 2111.13445 • Published Nov 26, 2021 • 1

SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks

Paper • 2302.04852 • Published Feb 9, 2023

Panza: A Personalized Text Writing Assistant via Data Playback and Local Fine-Tuning

Paper • 2407.10994 • Published Jun 24, 2024 • 2

upvoted a paper over 1 year ago

Panza: A Personalized Text Writing Assistant via Data Playback and Local Fine-Tuning

Paper • 2407.10994 • Published Jun 24, 2024 • 2