Jiahuan Yan

29 papers A* 9Journal 17Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
CoinRobot: Generalized End-to-end Robotic Learning for Physical Intelligence.
CoRR
Yu Zhao, Huxian Liu, Xiang Chen, Jiankai Sun, Jiahuan Yan, Luhui Hu
2025 — conf
On the Necessity of Stablecoins and the Legal Mechanisms for Their Regulation.
AIBC
Jiahuan Yan
2025 J jnl
RoboGrasp: A Universal Grasping Policy for Robust Robotic Control.
CoRR
Yiqi Huang, Travis Davies, Jiahuan Yan, Xiang Chen, Yu Tian, Luhui Hu
2025 A* conf
Small Models are LLM Knowledge Triggers for Medical Tabular Prediction.
ICLR
Jiahuan Yan, Jintai Chen, Chaowen Hu, Bo Zheng, Yaojun Hu, Jimeng Sun, Jian Wu
2025 J jnl
Spatial RoboGrasp: Generalized Robotic Grasping Control Policy.
CoRR
Yiqi Huang, Travis Davies, Jiahuan Yan, Jiankai Sun, Xiang Chen, Luhui Hu
2024 A* conf
Bridge-IF: Learning Inverse Protein Folding with Markov Bridges.
NeurIPS
Yiheng Zhu, Jialu Wu, Qiuyi Li, Jiahuan Yan, Mingze Yin, Wei Wu, Mingyang Li, Jieping Ye, Zheng Wang, Jian Wu
2024 J jnl
Bridge-IF: Learning Inverse Protein Folding with Markov Bridges.
CoRR
Yiheng Zhu, Jialu Wu, Qiuyi Li, Jiahuan Yan, Mingze Yin, Wei Wu, Mingyang Li, Jieping Ye, Zheng Wang, Jian Wu
2024 A* conf
Can a Deep Learning Model be a
KDD
Jintai Chen, Jiahuan Yan, Qiyuan Chen, Danny Z. Chen, Jian Wu, Jimeng Sun
2024 J jnl
Generalized Robot Learning Framework.
CoRR
Jiahuan Yan, Zhouyang Hong, Yu Zhao, Yu Tian, Yunxin Liu, Travis Davies, Luhui Hu
2024 A* conf
Making Pre-trained Language Models Great on Tabular Prediction.
ICLR
Jiahuan Yan, Bo Zheng, Hongxia Xu, Yiheng Zhu, Danny Z. Chen, Jimeng Sun, Jian Wu, Jintai Chen
2024 J jnl
Making Pre-trained Language Models Great on Tabular Prediction.
CoRR
Jiahuan Yan, Bo Zheng, Hongxia Xu, Yiheng Zhu, Danny Z. Chen, Jimeng Sun, Jian Wu, Jintai Chen
2024 A* conf
Personalized Heart Disease Detection via ECG Digital Twin Generation.
IJCAI
Yaojun Hu, Jintai Chen, Lianting Hu, Dantong Li, Jiahuan Yan, Haochao Ying, Huiying Liang, Jian Wu
2024 J jnl
Personalized Heart Disease Detection via ECG Digital Twin Generation.
CoRR
Yaojun Hu, Jintai Chen, Lianting Hu, Dantong Li, Jiahuan Yan, Haochao Ying, Huiying Liang, Jian Wu
2024 J jnl
Polygonal Approximation Learning for Convex Object Segmentation in Biomedical Images With Bounding Box Supervision.
IEEE J. Biomed. Health Informatics
Wenhao Zheng, Jintai Chen, Kai Zhang, Jiahuan Yan, Jinhong Wang, Yi Cheng, Bang Du, Danny Z. Chen, Honghao Gao, Jian Wu, Hongxia Xu
2024 J jnl
SERVAL: Synergy Learning between Vertical Models and LLMs towards Oracle-Level Zero-shot Medical Prediction.
CoRR
Jiahuan Yan, Jintai Chen, Chaowen Hu, Bo Zheng, Yaojun Hu, Jimeng Sun, Jian Wu
2024 J jnl
Spatially Visual Perception for End-to-End Robotic Learning.
CoRR
Travis Davies, Jiahuan Yan, Xiang Chen, Yu Tian, Yueting Zhuang, Yiqi Huang, Luhui Hu
2024 A* conf
Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs.
KDD
Jiahuan Yan, Jintai Chen, Qianxing Wang, Danny Z. Chen, Jian Wu
2024 J jnl
Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs.
CoRR
Jiahuan Yan, Jintai Chen, Qianxing Wang, Danny Z. Chen, Jian Wu
2023 — conf
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)
Shuo Sun, Yuchen Zhang, Jiahuan Yan, Yuze Gao, Donovan Ong, Bin Chen, Jian Su
2023 J jnl
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison.
CoRR
Shuo Sun, Yuchen Zhang, Jiahuan Yan, Yuze Gao, Donovan Ong, Bin Chen, Jian Su
2023 J jnl
ExcelFormer: A Neural Network Surpassing GBDTs on Tabular Data.
CoRR
Jintai Chen, Jiahuan Yan, Danny Ziyi Chen, Jian Wu
2023 A* conf
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels.
ACM Multimedia
Yixuan Wu, Jintai Chen, Jiahuan Yan, Yiheng Zhu, Danny Z. Chen, Jian Wu
2023 J jnl
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels.
CoRR
Yixuan Wu, Jintai Chen, Jiahuan Yan, Yiheng Zhu, Danny Z. Chen, Jian Wu
2023 A* conf
Sample-efficient Multi-objective Molecular Optimization with GFlowNets.
NeurIPS
Yiheng Zhu, Jialu Wu, Chaowen Hu, Jiahuan Yan, Chang-Yu Hsieh, Tingjun Hou, Jian Wu
2023 J jnl
Sample-efficient Multi-objective Molecular Optimization with GFlowNets.
CoRR
Yiheng Zhu, Jialu Wu, Chaowen Hu, Jiahuan Yan, Chang-Yu Hsieh, Tingjun Hou, Jian Wu
2023 A* conf
T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction.
AAAI
Jiahuan Yan, Jintai Chen, Yixuan Wu, Danny Z. Chen, Jian Wu
2023 — conf
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification.
EMNLP (Findings)
Jiahuan Yan, Haojun Gao, Kai Zhang, Weize Liu, Danny Chen, Jian Wu, Jintai Chen
2023 J jnl
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification.
CoRR
Jiahuan Yan, Haojun Gao, Kai Zhang, Weize Liu, Danny Chen, Jian Wu, Jintai Chen
2022 J jnl
T2G-Former: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction.
CoRR
Jiahuan Yan, Jintai Chen, Yixuan Wu, Danny Z. Chen, Jian Wu