Visual Informatics Group @ University of Texas at Austin

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Ajay1994 

submitted a paper to Daily Papers 5 months ago

TIDE: Every Layer Knows the Token Beneath the Context

Paper • 2605.06216 • Published May 7 • 10

Ajay1994 

submitted a paper to Daily Papers 8 months ago

MemoryLLM: Plug-n-Play Interpretable Feed-Forward Memory for Transformers

Paper • 2602.00398 • Published Jan 30 • 6

atlaswang 

updated a Space 8 months ago

Running

README

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jyhong836 

authored a paper 11 months ago

LLMs Can Get "Brain Rot"!

Paper • 2510.13928 • Published Oct 15, 2025 • 23

jyhong836 

authored 2 papers about 1 year ago

Safe and Robust Watermark Injection with a Single OoD Image

Paper • 2309.01786 • Published Sep 4, 2023

LoX: Low-Rank Extrapolation Robustifies LLM Safety Against Fine-tuning

Paper • 2506.15606 • Published Jun 18, 2025 • 1

jyhong836 

authored a paper over 1 year ago

MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models

Paper • 2502.14302 • Published Feb 20, 2025 • 10

Ajay1994 

updated 7 models about 2 years ago

vita-group/svd-checkpoints

Updated Jul 18, 2024

vita-group/welore-rank60-compressed

Updated Jul 16, 2024

vita-group/welore-rank50-compressed

Updated Jul 16, 2024 • 1

vita-group/welore-rank40-compressed

Updated Jul 16, 2024

vita-group/welore-rank30-compressed

Updated Jul 16, 2024

vita-group/welore-rank20-compressed

Updated Jul 16, 2024

vita-group/welore-rank10-compressed

Updated Jul 16, 2024

Ajay1994 

authored a paper about 2 years ago

Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients

Paper • 2407.08296 • Published Jul 11, 2024 • 33

Ajay1994 

authored a paper over 2 years ago

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

Paper • 2403.15447 • Published Mar 18, 2024 • 15

jyhong836 

authored 4 papers over 2 years ago

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

Paper • 2403.15447 • Published Mar 18, 2024 • 15

Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark

Paper • 2402.11592 • Published Feb 18, 2024 • 2

Data-Free Knowledge Distillation for Heterogeneous Federated Learning

Paper • 2105.10056 • Published May 20, 2021

DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer

Paper • 2312.03724 • Published Nov 27, 2023 • 1