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ORCIDTian Cai
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2020 – today
- 2023
[b1]Tian Cai:
Out-of-Distribution Generalization of Deep Learning to Illuminate Dark Protein Functional Space. City University of New York, USA, 2023- [j5]Tian Cai, Li Xie, Shuo Zhang
, Muge Chen, Di He, Amitesh Badkul, Yang Liu, Hari Krishna Namballa, Michael Dorogan, Wayne W. Harding, Cameron Mura, Philip E. Bourne, Lei Xie:
End-to-end sequence-structure-function meta-learning predicts genome-wide chemical-protein interactions for dark proteins. PLoS Comput. Biol. 19(1) (2023) - [c12]Tianyi Ling, Chengyi Wu, Huan Yu, Tian Cai, Da Wang, Yincong Zhou, Ming Chen, Kefeng Ding:
Probabilistic Modeling Ensemble Vision Transformer Improves Complex Polyp Segmentation. MICCAI (7) 2023: 572-581 - 2022
- [j4]Tian Cai, Kyra Alyssa Abbu, Yang Liu, Lei Xie:
DeepREAL: a deep learning powered multi-scale modeling framework for predicting out-of-distribution ligand-induced GPCR activity. Bioinform. 38(9): 2561-2570 (2022) - [j3]Zeda Li, Scott A. Bruce, Tian Cai:
Interpretable Classification of Categorical Time Series Using the Spectral Envelope and Optimal Scalings. J. Mach. Learn. Res. 23: 299:1-299:31 (2022) - 2021
- [j2]Tian Cai, Hansaim Lim, Kyra Alyssa Abbu, Yue Qiu, Ruth Nussinov, Lei Xie:
MSA-Regularized Protein Sequence Transformer toward Predicting Genome-Wide Chemical-Protein Interactions: Application to GPCRome Deorphanization. J. Chem. Inf. Model. 61(4): 1570-1582 (2021) - [j1]Zhe Lin, Hong Peng, Tian Cai:
An improved regularization-based method of blur kernel estimation for blind motion deblurring. Signal Image Video Process. 15(1): 17-24 (2021) - [c11]Tian Cai, Xing Gao, Liang Song, Minghong Liao:
The multi-task learning with an application of Pareto improvement. CONF-CDS 2021: 11:1-11:5 - [c10]Tian Cai, Liang Song, Guilin Li, Minghong Liao:
Multi-task Learning with Riemannian Optimization. ICIC (2) 2021: 499-509 - [i1]Tian Cai, Li Xie, Muge Chen, Yang Liu, Di He, Shuo Zhang, Cameron Mura, Philip E. Bourne, Lei Xie:
Exploration of Dark Chemical Genomics Space via Portal Learning: Applied to Targeting the Undruggable Genome and COVID-19 Anti-Infective Polypharmacology. CoRR abs/2111.14283 (2021)
2010 – 2019
- 2019
- [c9]Zesheng Liu, Xu Bai, Tian Cai, Chanjuan Chen, Wang Zhang, Lei Jiang:
Improving Sentence Representations with Local and Global Attention for Classification. IJCNN 2019: 1-7 - [c8]Tian Cai, Mengjun Shen, Huailiang Peng, Lei Jiang, Qiong Dai:
Improving Transformer with Sequential Context Representations for Abstractive Text Summarization. NLPCC (1) 2019: 512-524 - 2016
- [c7]Susan Wyche, Charles Steinfield, Tian Cai, Nightingale Simiyu, Martha E. Othieno:
Reflecting on Video: Exploring the Efficacy of Video for Teaching Device Literacy in Rural Kenya. ICTD 2016: 8 - 2015
- [c6]Charles Steinfield, Susan Wyche, Tian Cai, Hastings Chiwasa:
The mobile divide revisited: mobile phone use by smallholder farmers in Malawi. ICTD 2015: 8:1-8:9 - [c5]Tian Cai, Han Ei Chew, Mark R. Levy:
Mobile value added services: the case of women microentrepreneurs in Indonesia. ICTD 2015: 10:1-10:9 - [c4]Tian Cai, Hastings Chiwasa, Charles Steinfield, Susan Wyche:
Participatory video for nutrition training for farmers in Malawi: an analysis of knowledge gain and adoption. ICTD 2015: 29:1-29:5 - [c3]Tian Cai, Cheng Wang, Gaofeng Cui, Weidong Wang:
Constellation-wavelet transform automatic modulation identifier for M-ary QAM signals. PIMRC 2015: 212-216 - 2014
- [c2]Han Chen, Chuxiong Hu, Haihua Mu, Yu Zhu, Tian Cai, Ming Zhang:
Structure design and trajectory planning of a precision repetitive-scanning stage with separated drive units for heat-reduction. AIM 2014: 859-564 - 2013
- [c1]Tian Cai, Eric Abbott, Naboth Bwambale:
The ability of video training to reduce agricultural knowledge gaps between men and women in rural Uganda. ICTD (2) 2013: 13-16
Coauthor Index
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