A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence Paper • 2507.21046 • Published Jul 28 • 81
From Ideal to Real: Unified and Data-Efficient Dense Prediction for Real-World Scenarios Paper • 2506.20279 • Published Jun 25 • 19
SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning Paper • 2506.01713 • Published Jun 2 • 47
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Paper • 2505.19897 • Published May 26 • 104
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning Paper • 2504.08672 • Published Apr 11 • 55
What, How, Where, and How Well? A Survey on Test-Time Scaling in Large Language Models Paper • 2503.24235 • Published Mar 31 • 55
MARS: A Multi-Agent Framework Incorporating Socratic Guidance for Automated Prompt Optimization Paper • 2503.16874 • Published Mar 21 • 45
MAPS: A Multi-Agent Framework Based on Big Seven Personality and Socratic Guidance for Multimodal Scientific Problem Solving Paper • 2503.16905 • Published Mar 21 • 55
φ-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation Paper • 2503.13288 • Published Mar 17 • 52
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning Paper • 2502.12054 • Published Feb 17 • 7
Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models Paper • 2501.18119 • Published Jan 30 • 25
ChatGen: Automatic Text-to-Image Generation From FreeStyle Chatting Paper • 2411.17176 • Published Nov 26, 2024 • 24