Jiahuan Yan

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 19

Top Topics

Top Venues

EMNLP (Findings)

IEEE J. Biomed. Health Informatics

Publications

Jiahuan Yan, Bo Zheng, Hongxia Xu, Yiheng Zhu, Danny Z. Chen, Jimeng Sun, Jian Wu, Jintai Chen
Making Pre-trained Language Models Great on Tabular Prediction. ICLR (2024)
Wenhao Zheng, Jintai Chen, Kai Zhang, Jiahuan Yan, Jinhong Wang, Yi Cheng, Bang Du, Danny Z. Chen, Honghao Gao, Jian Wu, Hongxia Xu
Polygonal Approximation Learning for Convex Object Segmentation in Biomedical Images With Bounding Box Supervision. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Yaojun Hu, Jintai Chen, Lianting Hu, Dantong Li, Jiahuan Yan, Haochao Ying, Huiying Liang, Jian Wu
Personalized Heart Disease Detection via ECG Digital Twin Generation. CoRR (2024)
Jiahuan Yan, Jintai Chen, Chaowen Hu, Bo Zheng, Yaojun Hu, Jimeng Sun, Jian Wu
SERVAL: Synergy Learning between Vertical Models and LLMs towards Oracle-Level Zero-shot Medical Prediction. CoRR (2024)
Jiahuan Yan, Jintai Chen, Qianxing Wang, Danny Z. Chen, Jian Wu
Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs. CoRR (2024)
Jiahuan Yan, Jintai Chen, Qianxing Wang, Danny Z. Chen, Jian Wu
Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs. KDD (2024)
Jintai Chen, Jiahuan Yan, Qiyuan Chen, Danny Z. Chen, Jian Wu, Jimeng Sun
for Tabular Prediction? KDD (2024)
Jiahuan Yan, Bo Zheng, Hongxia Xu, Yiheng Zhu, Danny Z. Chen, Jimeng Sun, Jian Wu, Jintai Chen
Making Pre-trained Language Models Great on Tabular Prediction. CoRR (2024)
Shuo Sun, Yuchen Zhang, Jiahuan Yan, Yuze Gao, Donovan Ong, Bin Chen, Jian Su
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison. CoRR (2023)
Jiahuan Yan, Haojun Gao, Zhang Kai, Weize Liu, Danny Chen, Jian Wu, Jintai Chen
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification. CoRR (2023)
Yixuan Wu, Jintai Chen, Jiahuan Yan, Yiheng Zhu, Danny Z. Chen, Jian Wu
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels. CoRR (2023)
Jintai Chen, Jiahuan Yan, Danny Ziyi Chen, Jian Wu
ExcelFormer: A Neural Network Surpassing GBDTs on Tabular Data. CoRR (2023)
Jiahuan Yan, Jintai Chen, Yixuan Wu, Danny Z. Chen, Jian Wu
T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction. AAAI (2023)
Shuo Sun, Yuchen Zhang, Jiahuan Yan, Yuze Gao, Donovan Ong, Bin Chen, Jian Su
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison. EMNLP (Findings) (2023)
Yixuan Wu, Jintai Chen, Jiahuan Yan, Yiheng Zhu, Danny Z. Chen, Jian Wu
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels. ACM Multimedia (2023)
Jiahuan Yan, Haojun Gao, Zhang Kai, Weize Liu, Danny Chen, Jian Wu, Jintai Chen
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification. EMNLP (Findings) (2023)
Yiheng Zhu, Jialu Wu, Chaowen Hu, Jiahuan Yan, Chang-Yu Hsieh, Tingjun Hou, Jian Wu
Sample-efficient Multi-objective Molecular Optimization with GFlowNets. CoRR (2023)
Yiheng Zhu, Jialu Wu, Chaowen Hu, Jiahuan Yan, kim hsieh, Tingjun Hou, Jian Wu
Sample-efficient Multi-objective Molecular Optimization with GFlowNets. NeurIPS (2023)
Jiahuan Yan, Jintai Chen, Yixuan Wu, Danny Z. Chen, Jian Wu
T2G-Former: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction. CoRR (2022)