Seanie Lee

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upvoted 2 papers 11 days ago

Learning diverse attacks on large language models for robust red-teaming and safety tuning

Paper • 2405.18540 • Published May 28, 2024 • 1

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published 14 days ago • 77

upvoted a paper 17 days ago

Trajectory Balance with Asynchrony: Decoupling Exploration and Learning for Fast, Scalable LLM Post-Training

Paper • 2503.18929 • Published Mar 24 • 4

upvoted 2 papers 18 days ago

FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA

Paper • 2505.12805 • Published 18 days ago • 22

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

Paper • 2505.11254 • Published 21 days ago • 48

upvoted a paper 22 days ago

System Prompt Optimization with Meta-Learning

Paper • 2505.09666 • Published 23 days ago • 69

upvoted 2 papers about 1 month ago

UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities

Paper • 2504.20734 • Published Apr 29 • 62

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

Paper • 2504.17192 • Published Apr 24 • 110

upvoted a paper about 2 months ago

T1: Tool-integrated Self-verification for Test-time Compute Scaling in Small Language Models

Paper • 2504.04718 • Published Apr 7 • 41

upvoted 5 papers 3 months ago

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

Paper • 2503.09669 • Published Mar 12 • 36

FedRand: Enhancing Privacy in Federated Learning with Randomized LoRA Subparameter Updates

Paper • 2503.07216 • Published Mar 10 • 32

Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7 • 46

SELMA: A Speech-Enabled Language Model for Virtual Assistant Interactions

Paper • 2501.19377 • Published Jan 31 • 1

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

Paper • 2502.13449 • Published Feb 19 • 46

upvoted 3 papers 4 months ago

SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models

Paper • 2502.12464 • Published Feb 18 • 28

Continuous Diffusion Model for Language Modeling

Paper • 2502.11564 • Published Feb 17 • 54

InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU

Paper • 2502.08910 • Published Feb 13 • 149

upvoted a paper 7 months ago

HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models

Paper • 2410.01524 • Published Oct 2, 2024 • 3