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Jiahuan Yan
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 11
Top Topics
Text Representation
Top Venues
CoRR
EMNLP (Findings)
ACM Multimedia
AAAI
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Publications
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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)