Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs Paper • 2510.09201 • Published 19 days ago • 47
ACON: Optimizing Context Compression for Long-horizon LLM Agents Paper • 2510.00615 • Published 28 days ago • 31
Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations Paper • 2404.13948 • Published Apr 22, 2024 • 2
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation Paper • 2412.12559 • Published Dec 17, 2024 • 2
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs Paper • 2510.07499 • Published 21 days ago • 46
Distilling LLM Agent into Small Models with Retrieval and Code Tools Paper • 2505.17612 • Published May 23 • 81
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
T1: Tool-integrated Self-verification for Test-time Compute Scaling in Small Language Models Paper • 2504.04718 • Published Apr 7 • 42
Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models Paper • 2503.09669 • Published Mar 12 • 35
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching Paper • 2503.05179 • Published Mar 7 • 46
Mol-LLaMA: Towards General Understanding of Molecules in Large Molecular Language Model Paper • 2502.13449 • Published Feb 19 • 45
InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU Paper • 2502.08910 • Published Feb 13 • 148
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding Paper • 2502.05609 • Published Feb 8 • 19
VideoRAG: Retrieval-Augmented Generation over Video Corpus Paper • 2501.05874 • Published Jan 10 • 75
Revisiting In-Context Learning with Long Context Language Models Paper • 2412.16926 • Published Dec 22, 2024 • 32