An Yan

According to our database, An Yan authored at least 24 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Learning to Describe Images via Natural Language

An Yan

PhD thesis, 2024

A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law.

Zhiyu Zoey Chen, Jing Ma, Xinlu Zhang, Nan Hao, An Yan, Armineh Nourbakhsh, Xianjun Yang, Julian J. McAuley, Linda R. Petzold, William Yang Wang

CoRR, 2024

List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs.

An Yan, Zhengyuan Yang, Junda Wu, Wanrong Zhu, Jianwei Yang, Linjie Li, Kevin Lin, Jianfeng Wang, Julian J. McAuley, Jianfeng Gao, Lijuan Wang

CoRR, 2024

Bridging Language and Items for Retrieval and Recommendation.

Yupeng Hou, Jiacheng Li, Zhankui He, An Yan, Xiusi Chen, Julian J. McAuley

CoRR, 2024

Driving through the Concept Gridlock: Unraveling Explainability Bottlenecks in Automated Driving.

Jessica Maria Echterhoff, An Yan, Kyungtae Han, Amr Abdelraouf, Rohit Gupta, Julian J. McAuley

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation.

An Yan, Zhengyuan Yang, Wanrong Zhu, Kevin Lin, Linjie Li, Jianfeng Wang, Jianwei Yang, Yiwu Zhong, Julian J. McAuley, Jianfeng Gao, Zicheng Liu, Lijuan Wang

CoRR, 2023

GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks.

Xinlu Zhang, Yujie Lu, Weizhi Wang, An Yan, Jun Yan, Lianke Qin, Heng Wang, Xifeng Yan, William Yang Wang, Linda Ruth Petzold

CoRR, 2023

Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models.

An Yan, Yu Wang, Yiwu Zhong, Zexue He, Petros Karypis, Zihan Wang, Chengyu Dong, Amilcare Gentili, Chun-Nan Hsu, Jingbo Shang, Julian J. McAuley

CoRR, 2023

Comparing Apples to Apples: Generating Aspect-Aware Comparative Sentences from User Reviews.

Jessica Maria Echterhoff, An Yan, Julian J. McAuley

CoRR, 2023

Personalized Showcases: Generating Multi-Modal Explanations for Recommendations.

An Yan, Zhankui He, Jiacheng Li, Tianyang Zhang, Julian John McAuley

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Learning Concise and Descriptive Attributes for Visual Recognition.

An Yan, Yu Wang, Yiwu Zhong, Chengyu Dong, Zexue He, Yujie Lu, William Yang Wang, Jingbo Shang, Julian J. McAuley

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation.

Zexue He, Yu Wang, An Yan, Yao Liu, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Visualize Before You Write: Imagination-Guided Open-Ended Text Generation.

Wanrong Zhu, An Yan, Yujie Lu, Wenda Xu, Xin Wang, Miguel P. Eckstein, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation.

Wanrong Zhu, Xin Wang, An Yan, Miguel P. Eckstein, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion.

Zexue He, An Yan, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

CLIP also Understands Text: Prompting CLIP for Phrase Understanding.

An Yan, Jiacheng Li, Wanrong Zhu, Yujie Lu, William Yang Wang, Julian J. McAuley

CoRR, 2022

Personalized Complementary Product Recommendation.

An Yan, Chaosheng Dong, Yan Gao, Jinmiao Fu, Tong Zhao, Yi Sun, Julian J. McAuley

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Semi-supervised Multi-Label Classification with 3D CBAM Resnet for Tuberculosis Cavern Report.

Xing Lu, An Yan, Eric Y. Chang, Chun-Nan Hsu, Julian J. McAuley, Jiang Du, Amilcare Gentili

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation.

An Yan, Zexue He, Xing Lu, Jiang Du, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation.

Wanrong Zhu, Xin Wang, Tsu-Jui Fu, An Yan, Pradyumna Narayana, Kazoo Sone, Sugato Basu, William Yang Wang

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

L2C: Describing Visual Differences Needs Semantic Understanding of Individuals.

An Yan, Xin Wang, Tsu-Jui Fu, William Yang Wang

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2019

Cross-Lingual Vision-Language Navigation.

An Yan, Xin Wang, Jiangtao Feng, Lei Li, William Yang Wang

CoRR, 2019

PA3D: Pose-Action 3D Machine for Video Recognition.

An Yan, Yali Wang, Zhifeng Li, Yu Qiao

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation.

An Yan, Shuo Cheng, Wang-Cheng Kang, Mengting Wan, Julian J. McAuley

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019