Publications

Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation

Nihal Nayak,  Yiyang Nan,  Avi Trost,  Stephen Bach
ACL Findings, 2024

arXiv - code - huggingface - Instruction Tuning Workshop @ NeurIPS, 2023

Harmonizing across datasets to improve the transferability of drug combination prediction

Hanrui Zhang,  Ziyan Wang,  Yiyang Nan,  Bulat Zagidullin,  Daiyao Yi,  Jing Tang,  Yuanfang Guan
Communications Biology, 2023

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Manuscripts

Continual Audio-Visual Sound Separation

Weiguo Pian,  Yiyang Nan,  Shijian Deng,  Shentong Mo,  Yunhui Guo,  Yapeng Tian
arXiv - code - Sight and Sound Workshop @ CVPR, 2024

Audio-Visual Question Answering with Semantic Guidance

Tianyu Yang,  Yiyang Nan,  Lisen Dai,  Zhenwen Liang,  Yapeng Tian,  Xiangliang Zhang
arXiv - code - dataset

Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition

Shijian Deng,  Erin E. Kosloski,  Siddhi Patel,  Zeke Aharon Barnett,  Yiyang Nan,  Alexander Kaplan,  Sisira Aarukapalli,  William T. Doan,  Matthew Wang,  Harsh Singh,  Pamela R Rollins,  Yapeng Tian
arXiv - dataset - Sight and Sound Workshop @ CVPR, 2024