Repoformer: Selective Retrieval for Repository-level Code Completion
Di Wu, Wasi Uddin Ahmad, Dejiao Zhang, Murali Krishna Ramanathan, and Xiaofei Ma
Preprint, 2023 [Paper] [Website]
Selected Publications
You can find all of my articles on my Google Scholar profile.
🔍 Retrieval-Augmented Language Models
📌 Keyphrase Generation and Extraction
On Leveraging Encoder-only Pre-trained Language Models for Effective Keyphrase Generation
Di Wu, Wasi Uddin Ahmad, and Kai-Wei Chang.
LREC-COLING, 2024 [Paper] [Code]
Rethinking Model Selection and Decoding for Keyphrase Generation with Pre-trained Sequence-to-Sequence Models
Di Wu, Wasi Uddin Ahmad, and Kai-Wei Chang.
EMNLP, 2023 [Paper] [Code]
KPEval: Towards Fine-Grained Semantic-Based Keyphrase Evaluation
Di Wu, Da Yin, and Kai-Wei Chang.
Preprint, 2023 [Paper] [Code]
Representation Learning for Resource-Constrained Keyphrase Generation
Di Wu, Wasi Uddin Ahmad, Sunipa Dev, and Kai-Wei Chang.
Findings of the ACL: EMNLP, 2022 [Paper] [Code] [Poster]
🔬 Virtual Histology
Virtual histological staining of unlabeled autopsy tissue
Yuzhu Li, Nir Pillar, Jingxi Li, Tairan Liu, Di Wu, Songyu Sun, Guangdong Ma, Kevin de Haan, Luzhe Huang, Sepehr Hamidi, Anatoly Urisman, Tal Keidar Haran, William Dean Wallace, Jonathan E Zuckerman, and Aydogan Ozcan.
Nature Communications, 2024 [Paper] [Code]
Biopsy-free in vivo virtual histology of skin using deep learning
Jingxi Li, Jason Garfinkel, Xiaoran Zhang, Di Wu, Yijie Zhang, Kevin De Haan, Hongda Wang, Tairan Liu, Bijie Bai, Yair Rivenson, Gennady Rubinstein, Philip O Scumpia, and Aydogan Ozcan.
Light: Science & Applications, 2021 [Paper]