On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters Paper • 2606.02437 • Published Jun 1 • 238
ParaVT: Taming the Tool Prior Paradox for Parallel Tool Use in Agentic Video Reinforcement Learning Paper • 2605.20342 • Published May 19 • 34
Auto-Rubric as Reward: From Implicit Preferences to Explicit Multimodal Generative Criteria Paper • 2605.08354 • Published May 8 • 23
DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks Paper • 2509.01396 • Published Sep 1, 2025 • 58
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency Paper • 2508.18265 • Published Aug 25, 2025 • 224
Training Long-Context LLMs Efficiently via Chunk-wise Optimization Paper • 2505.16710 • Published May 22, 2025 • 1
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Paper • 2505.19897 • Published May 26, 2025 • 104