AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning Paper • 2511.19304 • Published Nov 24, 2025 • 91
Don't Waste It: Guiding Generative Recommenders with Structured Human Priors via Multi-head Decoding Paper • 2511.10492 • Published Nov 13, 2025 • 6
The Underappreciated Power of Vision Models for Graph Structural Understanding Paper • 2510.24788 • Published Oct 27, 2025 • 36
Scaling Latent Reasoning via Looped Language Models Paper • 2510.25741 • Published Oct 29, 2025 • 223
CLAP: Contrastive Language-Audio Pretraining Collection CLAP is to audio what CLIP is to image. • 5 items • Updated Oct 20, 2025 • 16
Improving Context Fidelity via Native Retrieval-Augmented Reasoning Paper • 2509.13683 • Published Sep 17, 2025 • 8
Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning Paper • 2508.08221 • Published Aug 11, 2025 • 50
Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach Paper • 2502.05171 • Published Feb 7, 2025 • 151
Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought Paper • 2505.12514 • Published May 18, 2025 • 2
System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts Paper • 2505.18962 • Published May 25, 2025 • 12
GraphOmni: A Comprehensive and Extendable Benchmark Framework for Large Language Models on Graph-theoretic Tasks Paper • 2504.12764 • Published Apr 17, 2025 • 42
Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers Paper • 2505.21497 • Published May 27, 2025 • 109
AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Understanding Paper • 2502.01341 • Published Feb 3, 2025 • 39