| A survey on multimodal large language models for autonomous driving C Cui, Y Ma, X Cao, W Ye, Y Zhou, K Liang, J Chen, J Lu, Z Yang, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 279 | 2024 |
| Drive as you speak: Enabling human-like interaction with large language models in autonomous vehicles C Cui, Y Ma, X Cao, W Ye, Z Wang Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 100 | 2024 |
| Receive, reason, and react: Drive as you say, with large language models in autonomous vehicles C Cui, Y Ma, X Cao, W Ye, Z Wang IEEE Intelligent Transportation Systems Magazine, 2024 | 78 | 2024 |
| Spurious correlations in machine learning: A survey W Ye, G Zheng, X Cao, Y Ma, A Zhang ICML Workshop on Data-Centric Machine Learning Research, 2024 | 35 | 2024 |
| Lampilot: An open benchmark dataset for autonomous driving with language model programs Y Ma, C Cui, X Cao, W Ye, P Liu, J Lu, A Abdelraouf, R Gupta, K Han, ... IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 15141 …, 2024 | 27 | 2024 |
| Cemformer: Learning to predict driver intentions from in-cabin and external cameras via spatial-temporal transformers Y Ma, W Ye, X Cao, A Abdelraouf, K Han, R Gupta, Z Wang IEEE International Conference on Intelligent Transportation Systems (ITSC …, 2023 | 15 | 2023 |
| MAPLM: A Real-World Large-Scale Vision-Language Benchmark for Map and Traffic Scene Understanding X Cao, T Zhou, Y Ma, W Ye, C Cui, K Tang, Z Cao, K Liang, Z Wang, ... IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 21819 …, 2024 | 14* | 2024 |
| Vitasd: Robust vision transformer baselines for autism spectrum disorder facial diagnosis X Cao, W Ye, E Sizikova, X Bai, M Coffee, H Zeng, J Cao IEEE International Conference on Acoustics, Speech and Signal Processing …, 2023 | 14 | 2023 |
| MACP: Efficient model adaptation for cooperative perception Y Ma, J Lu, C Cui, S Zhao, X Cao, W Ye, Z Wang Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 13 | 2024 |
| Mitigating transformer overconfidence via Lipschitz regularization W Ye, Y Ma, X Cao, K Tang Uncertainty in Artificial Intelligence, 2422-2432, 2023 | 12 | 2023 |
| MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs W Ye, G Zheng, Y Ma, X Cao, B Lai, JM Rehg, A Zhang NeurIPS 2024 RBFM Workshop (Oral), 2024 | 6 | 2024 |
| What is the Visual Cognition Gap between Humans and Multimodal LLMs? X Cao, B Lai, W Ye, Y Ma, J Heintz, J Chen, J Cao, JM Rehg arXiv preprint arXiv:2406.10424, 2024 | 6 | 2024 |
| Medical video generation for disease progression simulation X Cao, K Liang, KD Liao, T Gao, W Ye, J Chen, Z Ding, J Cao, JM Rehg, ... arXiv preprint arXiv:2411.11943, 2024 | 4 | 2024 |
| EHRMamba: Towards Generalizable and Scalable Foundation Models for Electronic Health Records A Fallahpour, M Alinoori, W Ye, X Cao, A Afkanpour, A Krishnan arXiv preprint arXiv:2405.14567, 2024 | 4 | 2024 |
| Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation G Zheng, W Ye, A Zhang International Joint Conference on Artificial Intelligence (IJCAI), 2024 | 4 | 2024 |
| Imagined subgoals for hierarchical goal-conditioned policies X Kang, W Ye, YL Kuo CoRL 2023 Workshop on Learning Effective Abstractions for Planning (LEAP), 2023 | 4 | 2023 |
| Combining FCA-Map with representation learning for aligning large biomedical ontologies. G Li, S Zhang, J Wei, W Ye International Workshop on Ontology Matching (ISWC-21), 207-208, 2021 | 4 | 2021 |
| Human-Autonomy Teaming on Autonomous Vehicles with Large Language Model-Enabled Human Digital Twins C Cui, Y Ma, X Cao, W Ye, Z Wang IEEE/ACM Symposium on Edge Computing (SEC), 319-324, 2023 | 3 | 2023 |
| Adversarial examples generation for reducing implicit gender bias in pre-trained models W Ye, F Xu, Y Huang, C Huang arXiv preprint arXiv:2110.01094, 2021 | 3 | 2021 |
| Spuriousness-Aware Meta-Learning for Learning Robust Classifiers G Zheng, W Ye, A Zhang ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 4524-4535, 2024 | 2 | 2024 |
Xu CaoPediaMed AI, University of Illinois at Urbana-ChampaignAdresse e-mail validée de illinois.edu