| 2025 | COLING | Enhancing Nursing and Elderly Care with Large Language Models: An AI-Driven Framework. | Qiao Sun, Jiexin Xie, Nanyang Ye, Qinying Gu, Shijie Guo |
| 2025 | CVPR | Decision SpikeFormer: Spike-Driven Transformer for Decision Making. | Wei Huang, Qinying Gu, Nanyang Ye |
| 2025 | CVPR | OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary. | Yifeng Yang, Lin Zhu, Zewen Sun, Hengyu Liu, Qinying Gu, Nanyang Ye |
| 2025 | ICANN | Conformalized Causal Learning for Uncertainty-Aware Mineral Prospectivity Mapping. | Evelyn Jessica Jaya, Qinying Gu, Xinbing Wang, Nanyang Ye |
| 2025 | ICLR | Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models. | Lin Zhu, Xinbing Wang, Chenghu Zhou, Qinying Gu, Nanyang Ye |
| 2025 | ICML | Generalizable Multi-Camera 3D Object Detection from a Single Source via Fourier Cross-View Learning. | Xue Zhao, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye |
| 2024 | AAAI | Domain Invariant Learning for Gaussian Processes and Bayesian Exploration. | Xilong Zhao, Siyuan Bian, Yaoyun Zhang, Yuliang Zhang, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye |
| 2024 | EMNLP | MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction. | Qiao Sun, Liujia Yang, Minghao Ma, Nanyang Ye, Qinying Gu |
| 2024 | ICML | CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection. | Lin Zhu, Yifeng Yang, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye |