Liu, Ruofan

5 publications

ICLR 2026 TrainRef: Curating Data with Label Distribution and Minimal Reference for Accurate Prediction and Reliable Confidence Murong Ma, Ruofan Liu, Yun Lin, Zhiyong Huang, Jin Song Dong

NeurIPS 2025 From Pose to Muscle: Multimodal Learning for Piano Hand Muscle Electromyography Ruofan Liu, Yichen Peng, Takanori Oku, Chen-Chieh Liao, Erwin Wu, Shinichi Furuya, Hideki Koike

NeurIPS 2022 Debugging and Explaining Metric Learning Approaches: An Influence Function Based Perspective Ruofan Liu, Yun Lin, Xianglin Yang, Jin Song Dong

AAAI 2022 DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training Xianglin Yang, Yun Lin, Ruofan Liu, Zhenfeng He, Chao Wang, Jin Song Dong, Hong Mei

IJCAI 2022 Temporality Spatialization: A Scalable and Faithful Time-Travelling Visualization for Deep Classifier Training Xianglin Yang, Yun Lin, Ruofan Liu, Jin Song Dong