Sung Ju Hwang

21

Papers

192

Total Citations

Papers (21)

AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML

Learning Diverse Attacks on Large Language Models for Robust Red-Teaming and Safety Tuning

ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning

DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models

VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Mol-LLaMA: Towards General Understanding of Molecules in Large Molecular Language Model

A Training-Free Sub-quadratic Cost Transformer Model Serving Framework with Hierarchically Pruned Attention

System Prompt Optimization with Meta-Learning

Progressive Fourier Neural Representation for Sequential Video Compilation

Training Free Exponential Context Extension via Cascading KV Cache

Delta Attention: Fast and Accurate Sparse Attention Inference by Delta Correction

BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation

Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks

Graph Generation with Diffusion Mixture

Drug Discovery with Dynamic Goal-aware Fragments

One Prompt is not Enough: Automated Construction of a Mixture-of-Expert Prompts

Generative Modeling on Manifolds Through Mixture of Riemannian Diffusion Processes

EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens

STELLA: Continual Audio-Video Pre-training with SpatioTemporal Localized Alignment

Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models