CosRec: 2D Convolutional Neural Networks for Sequential Recommendation. - An Yan 003; Shuo Cheng; Wang-Cheng Kang; Mengting Wan; Julian J. McAuley (CIKM, 2019)

PA3D: Pose-Action 3D Machine for Video Recognition. - An Yan 003; Yali Wang 001; Zhifeng Li 001; Yu Qiao 001 (CVPR, 2019)

Cross-Lingual Vision-Language Navigation. - An Yan 003; Xin Wang 061; Jiangtao Feng; Lei Li 005; William Yang Wang (CoRR, 2019)

L2C: Describing Visual Differences Needs Semantic Understanding of Individuals. - An Yan 003; Xin Wang 061; Tsu-Jui Fu; William Yang Wang (EACL, 2021)

Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation. - Wanrong Zhu; Xin Wang 061; Tsu-Jui Fu; An Yan 003; Pradyumna Narayana; Kazoo Sone; Sugato Basu; William Yang Wang (EACL, 2021)

Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation. - An Yan 003; Zexue He; Xing Lu; Jiang Du; Eric Y. Chang; Amilcare Gentili; Julian J. McAuley; Chun-Nan Hsu (EMNLP (Findings), 2021)

Semi-supervised Multi-Label Classification with 3D CBAM Resnet for Tuberculosis Cavern Report. - Xing Lu; An Yan 003; Eric Y. Chang; Chun-Nan Hsu; Julian J. McAuley; Jiang Du; Amilcare Gentili (CLEF (Working Notes), 2022)

Personalized Complementary Product Recommendation. - An Yan 003; Chaosheng Dong; Yan Gao; Jinmiao Fu; Tong Zhao 002; Yi Sun; Julian J. McAuley (WWW (Companion Volume), 2022)

CLIP also Understands Text: Prompting CLIP for Phrase Understanding. - An Yan 003; Jiacheng Li 003; Wanrong Zhu; Yujie Lu; William Yang Wang; Julian J. McAuley (CoRR, 2022)

"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion. - Zexue He; An Yan 003; Amilcare Gentili; Julian J. McAuley; Chun-Nan Hsu (AAAI, 2023)

ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation. - Wanrong Zhu; Xin Wang 061; An Yan 003; Miguel P. Eckstein; William Yang Wang (EACL (Findings), 2023)

Visualize Before You Write: Imagination-Guided Open-Ended Text Generation. - Wanrong Zhu; An Yan 003; Yujie Lu; Wenda Xu; Xin Wang 061; Miguel P. Eckstein; William Yang Wang (EACL (Findings), 2023)

MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation. - Zexue He; Yu Wang 170; An Yan 003; Yao Liu 017; Eric Y. Chang; Amilcare Gentili; Julian J. McAuley; Chun-Nan Hsu (EMNLP, 2023)

Learning Concise and Descriptive Attributes for Visual Recognition. - An Yan 003; Yu Wang 170; Yiwu Zhong; Chengyu Dong; Zexue He; Yujie Lu; William Yang Wang; Jingbo Shang; Julian J. McAuley (ICCV, 2023)

Personalized Showcases: Generating Multi-Modal Explanations for Recommendations. - An Yan 003; Zhankui He; Jiacheng Li 003; Tianyang Zhang; Julian John McAuley (SIGIR, 2023)

Comparing Apples to Apples: Generating Aspect-Aware Comparative Sentences from User Reviews. - Jessica Maria Echterhoff; An Yan 003; Julian J. McAuley (CoRR, 2023)

Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models. - An Yan 003; Yu Wang 170; Yiwu Zhong; Zexue He; Petros Karypis; Zihan Wang 001; Chengyu Dong; Amilcare Gentili; Chun-Nan Hsu; Jingbo Shang; Julian J. McAuley (CoRR, 2023)

GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks. - Xinlu Zhang; Yujie Lu; Weizhi Wang; An Yan 003; Jun Yan; Lianke Qin; Heng Wang; Xifeng Yan; William Yang Wang; Linda Ruth Petzold (CoRR, 2023)

GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation. - An Yan 003; Zhengyuan Yang; Wanrong Zhu; Kevin Lin; Linjie Li; Jianfeng Wang; Jianwei Yang; Yiwu Zhong; Julian J. McAuley; Jianfeng Gao 001; Zicheng Liu 001; Lijuan Wang (CoRR, 2023)

Driving through the Concept Gridlock: Unraveling Explainability Bottlenecks in Automated Driving. - Jessica Maria Echterhoff; An Yan 003; Kyungtae Han; Amr Abdelraouf; Rohit Gupta; Julian J. McAuley (WACV, 2024)

Bridging Language and Items for Retrieval and Recommendation. - Yupeng Hou; Jiacheng Li 003; Zhankui He; An Yan 003; Xiusi Chen; Julian J. McAuley (CoRR, 2024)

List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs. - An Yan 003; Zhengyuan Yang; Junda Wu; Wanrong Zhu; Jianwei Yang; Linjie Li; Kevin Lin; Jianfeng Wang; Julian J. McAuley; Jianfeng Gao 001; Lijuan Wang (CoRR, 2024)

A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law. - Zhiyu Chen 002; Jing Ma; Xinlu Zhang; Nan Hao; An Yan 003; Armineh Nourbakhsh; Xianjun Yang; Julian J. McAuley; Linda Ruth Petzold; William Yang Wang (Trans. Mach. Learn. Res., 2024)

Learning to Describe Images via Natural Language - An Yan 003 (2024)