An Yan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 30

Top Topics

Convolutional Neural Networks

Aggregated Search

Weakly Supervised

Text Generation

Top Venues

EACL (Findings)

Publications

An Yan, Zhengyuan Yang, Junda Wu, Wanrong Zhu, Jianwei Yang, Linjie Li, Kevin Lin, Jianfeng Wang, Julian J. McAuley, Jianfeng Gao, Lijuan Wang
List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs. CoRR (2024)
Yupeng Hou, Jiacheng Li, Zhankui He, An Yan, Xiusi Chen, Julian J. McAuley
Bridging Language and Items for Retrieval and Recommendation. CoRR (2024)
Jessica Maria Echterhoff, An Yan, Kyungtae Han, Amr Abdelraouf, Rohit Gupta, Julian J. McAuley
Driving through the Concept Gridlock: Unraveling Explainability Bottlenecks in Automated Driving. WACV (2024)
Zhiyu Zoey Chen, Jing Ma, Xinlu Zhang, Nan Hao, An Yan, Armineh Nourbakhsh, Xianjun Yang, Julian J. McAuley, Linda R. Petzold, William Yang Wang
A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law. CoRR (2024)
An Yan, Zhankui He, Jiacheng Li, Tianyang Zhang, Julian John McAuley
Personalized Showcases: Generating Multi-Modal Explanations for Recommendations. SIGIR (2023)
Wanrong Zhu, Xin Wang, An Yan, Miguel P. Eckstein, William Yang Wang
ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation. EACL (Findings) (2023)
Zexue He, Yu Wang, An Yan, Yao Liu, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation. CoRR (2023)
Zexue He, An Yan, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu
"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion. AAAI (2023)
Wanrong Zhu, An Yan, Yujie Lu, Wenda Xu, Xin Wang, Miguel P. Eckstein, William Yang Wang
Visualize Before You Write: Imagination-Guided Open-Ended Text Generation. EACL (Findings) (2023)
An Yan, Yu Wang, Yiwu Zhong, Zexue He, Petros Karypis, Zihan Wang, Chengyu Dong, Amilcare Gentili, Chun-Nan Hsu, Jingbo Shang, Julian J. McAuley
Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models. CoRR (2023)
An Yan, Yu Wang, Yiwu Zhong, Chengyu Dong, Zexue He, Yujie Lu, William Yang Wang, Jingbo Shang, Julian J. McAuley
Learning Concise and Descriptive Attributes for Visual Recognition. ICCV (2023)
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
GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation. CoRR (2023)
An Yan, Yu Wang, Yiwu Zhong, Chengyu Dong, Zexue He, Yujie Lu, William Wang, Jingbo Shang, Julian J. McAuley
Learning Concise and Descriptive Attributes for Visual Recognition. CoRR (2023)
Xinlu Zhang, Yujie Lu, Weizhi Wang, An Yan, Jun Yan, Lianke Qin, Heng Wang, Xifeng Yan, William Yang Wang, Linda Ruth Petzold
GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks. CoRR (2023)
Zexue He, Yu Wang, An Yan, Yao Liu, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation. EMNLP (2023)
Wanrong Zhu, An Yan, Yujie Lu, Wenda Xu, Xin Eric Wang, Miguel Eckstein, William Yang Wang
Visualize Before You Write: Imagination-Guided Open-Ended Text Generation. CoRR (2022)
An Yan, Zhankui He, Jiacheng Li, Tianyang Zhang, Julian J. McAuley
Personalized Showcases: Generating Multi-Modal Explanations for Recommendations. CoRR (2022)
An Yan, Chaosheng Dong, Yan Gao, Jinmiao Fu, Tong Zhao, Yi Sun, Julian J. McAuley
Personalized Complementary Product Recommendation. WWW (Companion Volume) (2022)
Xing Lu, An Yan, Eric Y. Chang, Chun-Nan Hsu, Julian J. McAuley, Jiang Du, Amilcare Gentili
Semi-supervised Multi-Label Classification with 3D CBAM Resnet for Tuberculosis Cavern Report. CLEF (Working Notes) (2022)
An Yan, Jiacheng Li, Wanrong Zhu, Yujie Lu, William Yang Wang, Julian J. McAuley
CLIP also Understands Text: Prompting CLIP for Phrase Understanding. CoRR (2022)
An Yan, Xin Eric Wang, Tsu-Jui Fu, William Yang Wang
L2C: Describing Visual Differences Needs Semantic Understanding of Individuals. CoRR (2021)
An Yan, Xin Wang, Tsu-Jui Fu, William Yang Wang
L2C: Describing Visual Differences Needs Semantic Understanding of Individuals. EACL (2021)
An Yan, Zexue He, Xing Lu, Jiang Du, Eric Y. Chang, Amilcare Gentili, Julian McAuley, Chun-Nan Hsu
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation. EMNLP (Findings) (2021)
Wanrong Zhu, Xin Eric Wang, An Yan, Miguel P. Eckstein, William Yang Wang
ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation. CoRR (2021)
Wanrong Zhu, Xin Wang, Tsu-Jui Fu, An Yan, Pradyumna Narayana, Kazoo Sone, Sugato Basu, William Yang Wang
Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation. EACL (2021)
Wanrong Zhu, Xin Wang, Tsu-Jui Fu, An Yan, Pradyumna Narayana, Kazoo Sone, Sugato Basu, William Yang Wang
Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation. CoRR (2020)
An Yan, Shuo Cheng, Wang-Cheng Kang, Mengting Wan, Julian J. McAuley
CosRec: 2D Convolutional Neural Networks for Sequential Recommendation. CIKM (2019)
An Yan, Shuo Cheng, Wang-Cheng Kang, Mengting Wan, Julian J. McAuley
CosRec: 2D Convolutional Neural Networks for Sequential Recommendation. CoRR (2019)
An Yan, Yali Wang, Zhifeng Li, Yu Qiao
PA3D: Pose-Action 3D Machine for Video Recognition. CVPR (2019)
An Yan, Xin Wang, Jiangtao Feng, Lei Li, William Yang Wang
Cross-Lingual Vision-Language Navigation. CoRR (2019)