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Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About me
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Posts
portfolio
Short description of portfolio item number 1
Short description of portfolio item number 2
publications
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]
Representation Learning for Resource-Constrained Keyphrase Generation
Di Wu, Wasi Uddin Ahmad, Sunipa Dev, and Kai-Wei Chang.
EMNLP (Findings), 2022 [Paper] [Code] [Poster]
Pre-trained Language Models for Keyphrase Generation: A Thorough Empirical Study
Di Wu, Wasi Uddin Ahmad, and Kai-Wei Chang.
Preprint, 2022 [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] [Poster]
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks
Po-nien Kung, Fan Yin, Di Wu, and Kai-Wei Chang.
EMNLP, 2023 [Paper] [Code]
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]
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] [Presentation] [Code]
Repoformer: Selective Retrieval for Repository-level Code Completion
Di Wu, Wasi Uddin Ahmad, Dejiao Zhang, Murali Krishna Ramanathan, and Xiaofei Ma
ICML, 2024 (Oral Presentation) [Paper] [Presentation] [Poster] [Website]
KPEval: Towards Fine-Grained Semantic-Based Keyphrase Evaluation
Di Wu, Da Yin, and Kai-Wei Chang.
ACL (Findings), 2024 [Paper] [Presentation] [Code] [Poster]
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation
Di Wu, Jia-Chen Gu, Fan Yin, Nanyun Peng, and Kai-Wei Chang.
EMNLP, 2024 [Paper] [Presentation] [Code] [Poster] [Website]
MetaKP: On-Demand Keyphrase Generation
Di Wu*, Xiaoxian Shen*, and Kai-Wei Chang.
EMNLP (Findings), 2024 [Paper] [Presentation] [Code] [Poster]
The Factuality Tax of Diversity-Intervened Text-to-Image Generation: Benchmark and Fact-Augmented Intervention
Yixin Wan, Di Wu, Haoran Wang, and Kai-Wei Chang.
EMNLP, 2024 [Paper] [Code]
LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
Di Wu, Hongwei Wang, Wenhao Yu, Yuwei Zhang, Kai-Wei Chang, and Dong Yu.
ICLR, 2025 [Paper] [Presentation] [Code] [Poster] [Website]
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression
Yuankai Li*, Jia-Chen Gu*, Di Wu, Kai-Wei Chang, and Nanyun Peng.
NAACL (Findings), 2025 [Paper] [Code]
Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization
Di Wu*, Jia-Chen Gu*, Kai-Wei Chang, and Nanyun Peng.
Preprint, 2025 [Paper] [Presentation] [Code] [Poster]
VisRet: Visualization Improves Knowledge-Intensive Text-to-Image Retrieval
Di Wu*, Yixin Wan*, and Kai-Wei Chang.
Preprint, 2025 [Paper] [Code] [Website]
BRIEF-Pro: Universal Context Compression with Short-to-Long Synthesis for Fast and Accurate Multi-Hop Reasoning
Jia-Chen Gu*, Junyi Zhang*, Di Wu, Yuankai Li, Kai-Wei Chang, and Nanyun Peng.
Preprint, 2025 [Paper] [Code]
LLMs as Scalable, General-Purpose Simulators For Evolving Digital Agent Training
Yiming Wang, Da Yin, Yuedong Cui, Ruichen Zheng, Zhiqian Li, Zongyu Lin, Di Wu, Xueqing Wu, Chenchen Ye, Yu Zhou, and Kai-Wei Chang.
Preprint, 2025 [Paper] [Code]
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.