How Far Are We from Genuinely Useful Deep Research Agents? Paper • 2512.01948 • Published Dec 1, 2025 • 54
O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents Paper • 2511.13593 • Published Nov 17, 2025 • 25 • 2
Towards Faithful and Controllable Personalization via Critique-Post-Edit Reinforcement Learning Paper • 2510.18849 • Published Oct 21, 2025 • 20
Towards Faithful and Controllable Personalization via Critique-Post-Edit Reinforcement Learning Paper • 2510.18849 • Published Oct 21, 2025 • 20 • 2
A^2FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning Paper • 2510.12838 • Published Oct 13, 2025 • 24
ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems Paper • 2510.11652 • Published Oct 13, 2025 • 29
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL Paper • 2508.13167 • Published Aug 6, 2025 • 129
ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation Paper • 2506.18095 • Published Jun 22, 2025 • 66
AI PERSONA: Towards Life-long Personalization of LLMs Paper • 2412.13103 • Published Dec 17, 2024 • 2
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Paper • 2506.12915 • Published Jun 15, 2025 • 20
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Paper • 2506.12915 • Published Jun 15, 2025 • 20
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Paper • 2506.12915 • Published Jun 15, 2025 • 20 • 2