MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research - Chen, Hui; Xiong, Miao; Lu, Yujie; Han, Wei; Deng, Ailin; He, Yufei; Wu, Jiaying; Li, Yibo; Liu, Yue; Hooi, Bryan (Advances in Neural Information Processing Systems, 2025)