Minki Kang

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upvoted a paper 11 days ago

ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs

Paper • 2510.04767 • Published 22 days ago • 26

upvoted a paper 15 days ago

Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs

Paper • 2510.09201 • Published 18 days ago • 47

upvoted a paper 18 days ago

When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs

Paper • 2510.07499 • Published 19 days ago • 46

upvoted a paper 25 days ago

StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?

Paper • 2510.02209 • Published 26 days ago • 50

upvoted 3 papers 26 days ago

ACON: Optimizing Context Compression for Long-horizon LLM Agents

Paper • 2510.00615 • Published 27 days ago • 31

MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use

Paper • 2509.24002 • Published 29 days ago • 168

Rethinking Reward Models for Multi-Domain Test-Time Scaling

Paper • 2510.00492 • Published 27 days ago • 27

upvoted 6 papers 5 months ago

Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 21

Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games

Paper • 2506.03610 • Published Jun 4 • 9

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published May 23 • 81

FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA

Paper • 2505.12805 • Published May 19 • 22

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

Paper • 2505.11254 • Published May 16 • 48

Simple Semi-supervised Knowledge Distillation from Vision-Language Models via texttt{D}ual-texttt{H}ead texttt{O}ptimization

Paper • 2505.07675 • Published May 12 • 20

upvoted 3 papers 6 months ago

System Prompt Optimization with Meta-Learning

Paper • 2505.09666 • Published May 14 • 71

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

Paper • 2504.20734 • Published Apr 29 • 61

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

Paper • 2504.17192 • Published Apr 24 • 120

upvoted 2 papers 7 months ago

SmolVLM: Redefining small and efficient multimodal models

Paper • 2504.05299 • Published Apr 7 • 200

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

Paper • 2504.04718 • Published Apr 7 • 42

upvoted 2 papers 8 months ago

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

Paper • 2503.07216 • Published Mar 10 • 32

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

Paper • 2503.09669 • Published Mar 12 • 35