Get our free extension to see links to code for papers anywhere online!

Add to Chrome

Add to Firefox

Picture for Hongyi Yuan

Hongyi Yuan

EHRDiff: Exploring Realistic EHR Synthesis with Diffusion Models

Mar 10, 2023
Hongyi Yuan, Songchi Zhou, Sheng Yu

Figure 1 for EHRDiff: Exploring Realistic EHR Synthesis with Diffusion Models

Figure 2 for EHRDiff: Exploring Realistic EHR Synthesis with Diffusion Models

Figure 3 for EHRDiff: Exploring Realistic EHR Synthesis with Diffusion Models

Figure 4 for EHRDiff: Exploring Realistic EHR Synthesis with Diffusion Models

* Working in progress

Access Paper or Ask Questions

SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers

Dec 20, 2022
Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang

Figure 1 for SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers

Figure 2 for SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers

Figure 3 for SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers

Figure 4 for SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers

* Working in progress; 9 pages, 2 figures

Access Paper or Ask Questions

HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation

Dec 17, 2022
Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang

Figure 1 for HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation

Figure 2 for HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation

Figure 3 for HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation

Figure 4 for HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation

* 17 pages; 5 figures

Access Paper or Ask Questions

Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning

Apr 20, 2022
Hongyi Yuan, Zheng Yuan, Sheng Yu

Figure 1 for Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning

Figure 2 for Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning

Figure 3 for Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning

Figure 4 for Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning

* Accepted by NAACL 2022

Access Paper or Ask Questions

BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model

Apr 08, 2022
Hongyi Yuan, Zheng Yuan, Ruyi Gan, Jiaxing Zhang, Yutao Xie, Sheng Yu

Figure 1 for BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model

Figure 2 for BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model

Figure 3 for BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model

Figure 4 for BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model

* Accepted by BioNLP 2022, Long Paper

Access Paper or Ask Questions

Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification

Dec 01, 2021
Hongyi Yuan, Sheng Yu

Figure 1 for Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification

Figure 2 for Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification

Figure 3 for Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification

Figure 4 for Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification

* 9 pages, 3 figures

Access Paper or Ask Questions