| 2025 | ICLR | Learning a Neural Solver for Parametric PDEs to Enhance Physics-Informed Methods. | Lise Le Boudec, Emmanuel de Bzenac, Louis Serrano, Ramon Daniel Regueiro-Espino, Yuan Yin, Patrick Gallinari |
| 2025 | INFOCOM | SANE: Safe Charging with Wave Interference. | Yuan Yin, Di Wu, Jing Gao, Jin Yang, Jilin Yang, Tang Liu |
| 2025 | MICCAI | Query-Level Alignment for End-to-End Lesion Detection with Human Gaze. | Yan Kong, Zhixiang Peng, Yuan Yin, Yonghao Li, Jiangdong Cai, Sheng Wang, Qian Wang, Yuqi Fang, Caifeng Shan |
| 2025 | MICCAI | Med-LEGO: Editing and Adapting Toward Generalist Medical Image Diagnosis. | Yitao Zhu, Yuan Yin, Jiaming Li, Mengjie Xu, Zihao Zhao, Honglin Xiong, Sheng Wang, Qian Wang |
| 2024 | ECCV | ReGentS: Real-World Safety-Critical Driving Scenario Generation Made Stable. | Yuan Yin, Pegah Khayatan, loi Zablocki, Alexandre Boulch, Matthieu Cord |
| 2024 | HCI | Generative AI for Sustainable Design: A Case Study in Design Education Practices. | Meng Li, Yaning Li, Chenyang He, Houxiang Wang, Jiaqian Zhong, Shengxin Jiang, Mingtao He, Zhining Qiao, Jiawang Chen, Yuan Yin, Ray LC, Ji Han, Zengyao Yang, Mohammad Shidujaman |
| 2024 | VTC | Maximum Effective Throughput for Uplink NOMA Systems With Practical Modulations. | Yifei Song, Yuan Wang, Tianying Zhong, Jiaheng Wang, Yuan Yin, Xiqi Gao |
| 2023 | BMVC | Proposal-based Temporal Action Localization with Point-level Supervision. | Yuan Yin, Yifei Huang, Ryosuke Furuta, Yoichi Sato |
| 2023 | ICLR | Continuous PDE Dynamics Forecasting with Implicit Neural Representations. | Yuan Yin, Matthieu Kirchmeyer, Jean-Yves Franceschi, Alain Rakotomamonjy, Patrick Gallinari |
| 2022 | ICML | Generalizing to New Physical Systems via Context-Informed Dynamics Model. | Matthieu Kirchmeyer, Yuan Yin, Jrmie Don, Nicolas Baskiotis, Alain Rakotomamonjy, Patrick Gallinari |
| 2021 | ICLR | Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting. | Yuan Yin, Vincent Le Guen, Jrmie Don, Emmanuel de Bzenac, Ibrahim Ayed, Nicolas Thome, Patrick Gallinari |
| 2021 | ISCC | Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling. | Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo |
| 2020 | HCI | "Light On": A Voice Controlled Vehicle-Light System Based on Translating Drives' Voice into Computer Commands to Reduce Operation Workload of Drivers. | Yuan Yin |
| 2019 | KDD | Scalable Graph Embeddings via Sparse Transpose Proximities. | Yuan Yin, Zhewei Wei |
| 2006 | MMM | Keep region for constructing LOD of terrain regular mesh. | Guojun Chen, Qinping Zhao, Yuan Yin |
| 2005 | IGARSS | Interrelationship among among MODIS vegetation products across an Amazon Eco-climatic gradient. | Piyachat Ratana, Alfredo R. Huete, Yuan Yin, Andree Jacobson |