Prediction of temperature induced office worker's performance during typing task using EEG. - Tapsya Nayak; Tinghe Zhang; Zijing Mao; Xiaojing Xu; Daniel J. Pack; Bing Dong; Yufei Huang 001 (EMBC, 2017)

Predicting drug response of tumors from integrated genomic profiles by deep neural networks. - Yu-Chiao Chiu; Hung-I Harry Chen; Tinghe Zhang; Songyao Zhang; Aparna Gorthi; Li-Ju Wang; Yufei Huang 001; Yidong Chen 002 (CoRR, 2018)

GSAE: an autoencoder with embedded gene-set nodes for genomics functional characterization. - Hung-I Harry Chen; Yu-Chiao Chiu; Tinghe Zhang; Songyao Zhang; Yufei Huang 001; Yidong Chen 002 (CoRR, 2018)

Deep learning tackles single-cell analysis - a survey of deep learning for scRNA-seq analysis. - Mario Flores; Zhentao Liu; Tinghe Zhang; Md Musaddaqui Hasib; Yu-Chiao Chiu; Zhenqing Ye; Karla Paniagua; Sumin Jo; Jianqiu Zhang 002; Shou-Jiang Gao; Yu-Fang Jin; Yidong Chen 002; et al. (Briefings Bioinform., 2022)

ReguloGPT: Harnessing GPT for End-to-End Knowledge Graph Construction of Molecular Regulatory Pathways. - Xidong Wu; Sumin Jo; Yiming Zeng 014; Arun Das 001; Tinghe Zhang; Parth Patel; Yuanjing Wei; Lei Li; Shou-Jiang Gao; Jianqiu Zhang 002; Dexter Pratt; Yu-Chiao Chiu; et al. (BHI, 2024)

Boosting Single Positive Multi-label Classification with Generalized Robust Loss. - Yanxi Chen; Chunxiao Li; Xinyang Dai; Jinhuan Li; Weiyu Sun; Yiming Wang; Renyuan Zhang; Tinghe Zhang; Bo Wang (IJCAI, 2024)

Understanding YTHDF2-mediated mRNA degradation by m6A-BERT-Deg. - Tinghe Zhang; Sumin Jo; Michelle Zhang; Kai Wang; Shou-Jiang Gao; Yufei Huang 001 (Briefings Bioinform., 2024)

Towards Zero-shot Cross-lingual SLU with Syntax-aware Multi-view Contrastive Learning. - Yuxin Xie 004; Zhen Xiong; Tinghe Zhang; Mengke Cui; Yuqi Li; Zhiqi Huang 001; Zhihong Zhu (ICASSP, 2025)