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hsiung 

authored 3 papers about 1 month ago

Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets

Paper • 2506.05346 • Published Jun 5, 2025

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models

Paper • 2506.00382 • Published May 31, 2025

NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration

Paper • 2211.16274 • Published Nov 29, 2022

ziyangmai 

submitted a paper to Daily Papers about 2 months ago

ContextAnyone: Context-Aware Diffusion for Character-Consistent Text-to-Video Generation

Paper • 2512.07328 • Published Dec 8, 2025 • 1

HF-heaven 

authored a paper 4 months ago

Communication is All You Need: Persuasion Dataset Construction via Multi-LLM Communication

Paper • 2502.08896 • Published Feb 13, 2025

ai-hyz 

authored a paper 5 months ago

Mem-α: Learning Memory Construction via Reinforcement Learning

Paper • 2509.25911 • Published Sep 30, 2025 • 15

soroushv 

authored a paper 6 months ago

Diffusion Language Models Know the Answer Before Decoding

Paper • 2508.19982 • Published Aug 27, 2025 • 27

ai-hyz 

authored 3 papers 7 months ago

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Paper • 2507.05257 • Published Jul 7, 2025 • 14

Eigenspectrum Analysis of Neural Networks without Aspect Ratio Bias

Paper • 2506.06280 • Published Jun 6, 2025

Model Balancing Helps Low-data Training and Fine-tuning

Paper • 2410.12178 • Published Oct 16, 2024

ai-hyz 

authored a paper 8 months ago

M+: Extending MemoryLLM with Scalable Long-Term Memory

Paper • 2502.00592 • Published Feb 1, 2025 • 2

soroushv 

authored 7 papers 8 months ago

SimVLG: Simple and Efficient Pretraining of Visual Language Generative Models

Paper • 2310.03291 • Published Oct 5, 2023 • 1

A Survey of Data Augmentation Approaches for NLP

Paper • 2105.03075 • Published May 7, 2021

Bootstrapping Vision-Language Learning with Decoupled Language Pre-training

Paper • 2307.07063 • Published Jul 13, 2023

Knowledge Infused Decoding

Paper • 2204.03084 • Published Apr 6, 2022

Contrastive Learning for Prompt-Based Few-Shot Language Learners

Paper • 2205.01308 • Published May 3, 2022 • 1

Language Models are Multilingual Chain-of-Thought Reasoners

Paper • 2210.03057 • Published Oct 6, 2022

Mind's Eye: Grounded Language Model Reasoning through Simulation

Paper • 2210.05359 • Published Oct 11, 2022 • 1

hsiung 

authored a paper almost 2 years ago

AutoVP: An Automated Visual Prompting Framework and Benchmark

Paper • 2310.08381 • Published Oct 12, 2023 • 1

hsiung 

authored a paper over 2 years ago

NeuralFuse: Learning to Improve the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes

Paper • 2306.16869 • Published Jun 29, 2023 • 5