| 2025 | ICML | SafeMap: Robust HD Map Construction from Incomplete Observations. | Xiaoshuai Hao, Lingdong Kong, Rong Yin, Pengwei Wang, Jing Zhang, Yunfeng Diao, Shu Zhao |
| 2025 | IJCNN | Improving Mathematical Reasoning Abilities of Small Language Models via Key-Point-Driven Distillation. | Xunyu Zhu, Jian Li, Rong Yin, Can Ma, Weiping Wang |
| 2025 | IJCNN | Improving Mathematical Reasoning Capabilities of Small Language Models via Feedback-Driven Distillation. | Xunyu Zhu, Jian Li, Rong Yin, Can Ma, Weiping Wang |
| 2025 | IROS | What Really Matters for Robust Multi-Sensor HD Map Construction? | Xiaoshuai Hao, Yuting Zhao, Yuheng Ji, Luanyuan Dai, Peng Hao, Dingzhe Li, Shuai Cheng, Rong Yin |
| 2024 | AAAI | ASWT-SGNN: Adaptive Spectral Wavelet Transform-Based Self-Supervised Graph Neural Network. | Ruyue Liu, Rong Yin, Yong Liu, Weiping Wang |
| 2024 | ECCV | MapDistill: Boosting Efficient Camera-Based HD Map Construction via Camera-LiDAR Fusion Model Distillation. | Xiaoshuai Hao, Ruikai Li, Hui Zhang, Dingzhe Li, Rong Yin, Sangil Jung, Seung-In Park, ByungIn Yoo, Haimei Zhao, Jing Zhang |
| 2022 | AAAI | Distributed Randomized Sketching Kernel Learning. | Rong Yin, Yong Liu, Dan Meng |
| 2021 | ICML | Distributed Nystrm Kernel Learning with Communications. | Rong Yin, Yong Liu, Weiping Wang, Dan Meng |
| 2020 | AAAI | Divide-and-Conquer Learning with Nystrm: Optimal Rate and Algorithm. | Rong Yin, Yong Liu, Lijing Lu, Weiping Wang, Dan Meng |
| 2020 | ICCS | Hashing Based Prediction for Large-Scale Kernel Machine. | Lijing Lu, Rong Yin, Yong Liu, Weiping Wang |
| 2020 | ICDM | Extremely Sparse Johnson-Lindenstrauss Transform: From Theory to Algorithm. | Rong Yin, Yong Liu, Weiping Wang, Dan Meng |
| 2019 | IJCAI | Multi-Class Learning using Unlabeled Samples: Theory and Algorithm. | Jian Li, Yong Liu, Rong Yin, Weiping Wang |
| 2019 | IJCAI | Approximate Manifold Regularization: Scalable Algorithm and Generalization Analysis. | Jian Li, Yong Liu, Rong Yin, Weiping Wang |
| 2015 | CSCWD | Communication model of embedded multi-protocol gateway for MRO online monitoring system. | Rong Yin, Feng Zhang, Min Liu, Feng Gui, Fei Li, Weiming Shen |
| 2015 | SMC | A Stable and Distributed Community Detection Algorithm Based on Maximal Cliques. | Feng Gui, Yunlong Ma, Feng Zhang, Min Liu, Rong Yin, Weiming Shen |
| 2014 | CSCWD | Multi-feature fusion for image segmentation based on granular theory. | Rong Yin, Min Liu, Feng Zhang, Wei Wu |