AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios Paper • 2602.23166 • Published 16 days ago • 40
P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads Paper • 2602.09443 • Published Feb 10 • 57
Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations Paper • 2602.05885 • Published Feb 5 • 28
WideSeek-R1: Exploring Width Scaling for Broad Information Seeking via Multi-Agent Reinforcement Learning Paper • 2602.04634 • Published Feb 4 • 96
LatentMem: Customizing Latent Memory for Multi-Agent Systems Paper • 2602.03036 • Published Feb 3 • 14
Scaling Embeddings Outperforms Scaling Experts in Language Models Paper • 2601.21204 • Published Jan 29 • 102
AgentDoG Collection A Diagnostic Guardrail Framework for AI Agent Safety and Security • 8 items • Updated 12 days ago • 107
Stable-DiffCoder: Pushing the Frontier of Code Diffusion Large Language Model Paper • 2601.15892 • Published Jan 22 • 53
Advances and Frontiers of LLM-based Issue Resolution in Software Engineering: A Comprehensive Survey Paper • 2601.11655 • Published Jan 15 • 61
Toward Efficient Agents: Memory, Tool learning, and Planning Paper • 2601.14192 • Published Jan 20 • 56
Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning Paper • 2601.09667 • Published Jan 14 • 91
OpenNovelty: An LLM-powered Agentic System for Verifiable Scholarly Novelty Assessment Paper • 2601.01576 • Published Jan 4 • 19
VA-π: Variational Policy Alignment for Pixel-Aware Autoregressive Generation Paper • 2512.19680 • Published Dec 22, 2025 • 12