2 papers
cs.AI2026
Where Research Ideation Begins: Forward-Citation Supervision for Actionable Limitation Generation
Liyang Zhao, Yong Cao, Haibin Ling
Automated research ideation has advanced rapidly, with multi-agent workflows that generate whole research ideas end to end. These frameworks leave largely unexamined the step that…
cs.CV2026
Rotated, but How Far? Diagnosing and Improving Object-Rotation Reasoning in VLMs
Zhaochen Wang, Yujun Cai, Huangbo Zou +4
Vision-language models (VLMs) can detect that an object has rotated across views, but cannot reliably tell by how much. We introduce OR-Bench, a fine-grained benchmark for object-r…