PaCo-RL: Advancing Reinforcement Learning for Consistent Image Generation with Pairwise Reward Modeling Paper • 2512.04784 • Published Dec 2, 2025 • 24
Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models Paper • 2508.09874 • Published Aug 13, 2025 • 10
Computer-Use Agents as Judges for Generative User Interface Paper • 2511.15567 • Published Nov 19, 2025 • 52
BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation for Large Language Models via Lens of Dynamic Interactions Paper • 2510.05318 • Published Oct 6, 2025 • 21
A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence Paper • 2507.21046 • Published Jul 28, 2025 • 82
From Ideal to Real: Unified and Data-Efficient Dense Prediction for Real-World Scenarios Paper • 2506.20279 • Published Jun 25, 2025 • 19
SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning Paper • 2506.01713 • Published Jun 2, 2025 • 48
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Paper • 2505.19897 • Published May 26, 2025 • 104
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning Paper • 2504.08672 • Published Apr 11, 2025 • 55
What, How, Where, and How Well? A Survey on Test-Time Scaling in Large Language Models Paper • 2503.24235 • Published Mar 31, 2025 • 54