Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents Paper • 2601.01885 • Published Jan 5 • 2
VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice Paper • 2601.05175 • Published about 1 month ago • 36
Nested Browser-Use Learning for Agentic Information Seeking Paper • 2512.23647 • Published Dec 29, 2025 • 19
AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents Paper • 2512.23343 • Published Dec 29, 2025 • 29
Valori: A Deterministic Memory Substrate for AI Systems Paper • 2512.22280 • Published Dec 25, 2025 • 5
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss Paper • 2512.23447 • Published Dec 29, 2025 • 98
Shape of Thought: When Distribution Matters More than Correctness in Reasoning Tasks Paper • 2512.22255 • Published Dec 24, 2025 • 5
Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models Paper • 2512.24618 • Published Dec 31, 2025 • 148
LatentMem: Customizing Latent Memory for Multi-Agent Systems Paper • 2602.03036 • Published 6 days ago • 12
Diversity or Precision? A Deep Dive into Next Token Prediction Paper • 2512.22955 • Published Dec 28, 2025 • 9
Nested Learning: The Illusion of Deep Learning Architectures Paper • 2512.24695 • Published Dec 31, 2025 • 43
Decoupling the "What" and "Where" With Polar Coordinate Positional Embeddings Paper • 2509.10534 • Published Sep 5, 2025 • 4
SurgWorld: Learning Surgical Robot Policies from Videos via World Modeling Paper • 2512.23162 • Published Dec 29, 2025 • 12
PhyGDPO: Physics-Aware Groupwise Direct Preference Optimization for Physically Consistent Text-to-Video Generation Paper • 2512.24551 • Published Dec 31, 2025 • 20
Fantastic Reasoning Behaviors and Where to Find Them: Unsupervised Discovery of the Reasoning Process Paper • 2512.23988 • Published Dec 30, 2025 • 17