RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything Paper • 2401.10228 • Published Jan 18, 2024
RouteMoA: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-Agents Paper • 2601.18130 • Published Jan 26 • 1
DataChef: Cooking Up Optimal Data Recipes for LLM Adaptation via Reinforcement Learning Paper • 2602.11089 • Published Feb 11 • 18
Kernel-Smith: A Unified Recipe for Evolutionary Kernel Optimization Paper • 2603.28342 • Published 18 days ago • 26
TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration Paper • 2604.14116 • Published 3 days ago • 11
TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration Paper • 2604.14116 • Published 3 days ago • 11
Kernel-Smith: A Unified Recipe for Evolutionary Kernel Optimization Paper • 2603.28342 • Published 18 days ago • 26
Kernel-Smith: A Unified Recipe for Evolutionary Kernel Optimization Paper • 2603.28342 • Published 18 days ago • 26
DataChef: Cooking Up Optimal Data Recipes for LLM Adaptation via Reinforcement Learning Paper • 2602.11089 • Published Feb 11 • 18
IWR-Bench: Can LVLMs reconstruct interactive webpage from a user interaction video? Paper • 2509.24709 • Published Sep 29, 2025 • 7
ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoning Paper • 2511.14366 • Published Nov 18, 2025 • 17
ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning Paper • 2512.05111 • Published Dec 4, 2025 • 50
EvoSyn: Generalizable Evolutionary Data Synthesis for Verifiable Learning Paper • 2510.17928 • Published Oct 20, 2025 • 4
DevBench: A Comprehensive Benchmark for Software Development Paper • 2403.08604 • Published Mar 13, 2024 • 2
SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution Paper • 2501.05040 • Published Jan 9, 2025 • 15
Large Language Models Meet Symbolic Provers for Logical Reasoning Evaluation Paper • 2502.06563 • Published Feb 10, 2025
Confidence as a Reward: Transforming LLMs into Reward Models Paper • 2510.13501 • Published Oct 15, 2025 • 1
MathReal: We Keep It Real! A Real Scene Benchmark for Evaluating Math Reasoning in Multimodal Large Language Models Paper • 2508.06009 • Published Aug 8, 2025 • 16
Achieving Sample and Computational Efficient Reinforcement Learning by Action Space Reduction via Grouping Paper • 2306.12981 • Published Jun 22, 2023
Towards Language-Driven Video Inpainting via Multimodal Large Language Models Paper • 2401.10226 • Published Jan 18, 2024 • 2