A data heterogeneity modeling and quantification approach for field pre-assessment of chloride-induced corrosion in aging infrastructures. - Suiyao Chen; Lu Lu 007; Yisha Xiang; Qing Lu 010; Mingyang Li 002 (Reliab. Eng. Syst. Saf., 2018)

ReConTab: Regularized Contrastive Representation Learning for Tabular Data. - Suiyao Chen; Jing Wu 020; Naira Hovakimyan; Handong Yao (CoRR, 2023)

SwitchTab: Switched Autoencoders Are Effective Tabular Learners. - Jing Wu; Suiyao Chen; Qi Zhao; Renat Sergazinov; Chen Li; Shengjie Liu; Chongchao Zhao; Tianpei Xie; Hanqing Guo; Cheng Ji 005; Daniel Cociorva; Hakan Brunzell (AAAI, 2024)

Residual-based Language Models are Free Boosters for Biomedical Imaging Tasks. - Zhixin Lai; Jing Wu 020; Suiyao Chen; Yucheng Zhou 001; Naira Hovakimyan (CVPR Workshops, 2024)

The New Agronomists: Language Models are Experts in Crop Management. - Jing Wu 020; Zhixin Lai; Suiyao Chen; Ran Tao; Pan Zhao 003; Naira Hovakimyan (CVPR Workshops, 2024)

Adaptive Ensembles of Fine-Tuned Transformers for LLM-Generated Text Detection. - Zhixin Lai; Xuesheng Zhang; Suiyao Chen (IJCNN, 2024)

Residual-based Language Models are Free Boosters for Biomedical Imaging. - Zhixin Lai; Jing Wu 020; Suiyao Chen; Yucheng Zhou 001; Naira Hovakimyan (CoRR, 2024)

Deep Representation Learning for Multi-functional Degradation Modeling of Community-dwelling Aging Population. - Suiyao Chen; Xinyi Liu; Yulei Li; Jing Wu; Handong Yao (CoRR, 2024)

CROPS: A Deployable Crop Management System Over All Possible State Availabilities. - Jing Wu 020; Zhixin Lai; Shengjie Liu; Suiyao Chen; Ran Tao; Pan Zhao 003; Chuyuan Tao; Yikun Cheng; Naira Hovakimyan (CoRR, 2024)

TabDeco: A Comprehensive Contrastive Framework for Decoupled Representations in Tabular Data. - Suiyao Chen; Jing Wu; Yunxiao Wang; Cheng Ji 005; Tianpei Xie; Daniel Cociorva; Michael Sharps; Cécile Levasseur; Hakan Brunzell (CoRR, 2024)