Tian Cai

According to our database, Tian Cai authored at least 19 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

End-to-end sequence-structure-function meta-learning predicts genome-wide chemical-protein interactions for dark proteins.

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

PLoS Comput. Biol., January, 2023

Out-of-Distribution Generalization of Deep Learning to Illuminate Dark Protein Functional Space

Tian Cai

PhD thesis, 2023

Probabilistic Modeling Ensemble Vision Transformer Improves Complex Polyp Segmentation.

Tianyi Ling, Chengyi Wu, Huan Yu, Tian Cai, Da Wang, Yincong Zhou, Ming Chen, Kefeng Ding

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Interpretable Classification of Categorical Time Series Using the Spectral Envelope and Optimal Scalings.

Zeda Li, Scott A. Bruce, Tian Cai

J. Mach. Learn. Res., 2022

DeepREAL: a deep learning powered multi-scale modeling framework for predicting out-of-distribution ligand-induced GPCR activity.

Tian Cai, Kyra Alyssa Abbu, Yang Liu, Lei Xie

Bioinform., 2022

2021

An improved regularization-based method of blur kernel estimation for blind motion deblurring.

Zhe Lin, Hong Peng, Tian Cai

Signal Image Video Process., 2021

MSA-Regularized Protein Sequence Transformer toward Predicting Genome-Wide Chemical-Protein Interactions: Application to GPCRome Deorphanization.

Tian Cai, Hansaim Lim, Kyra Alyssa Abbu, Yue Qiu, Ruth Nussinov, Lei Xie

J. Chem. Inf. Model., 2021

Exploration of Dark Chemical Genomics Space via Portal Learning: Applied to Targeting the Undruggable Genome and COVID-19 Anti-Infective Polypharmacology.

Tian Cai, Li Xie, Muge Chen, Yang Liu, Di He, Shuo Zhang, Cameron Mura, Philip E. Bourne, Lei Xie

CoRR, 2021

Multi-task Learning with Riemannian Optimization.

Tian Cai, Liang Song, Guilin Li, Minghong Liao

Proceedings of the Intelligent Computing Theories and Application, 2021

The multi-task learning with an application of Pareto improvement.

Tian Cai, Xing Gao, Liang Song, Minghong Liao

Proceedings of the CONF-CDS 2021: The 2nd International Conference on Computing and Data Science, 2021

2019

Improving Transformer with Sequential Context Representations for Abstractive Text Summarization.

Tian Cai, Mengjun Shen, Huailiang Peng, Lei Jiang, Qiong Dai

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Improving Sentence Representations with Local and Global Attention for Classification.

Zesheng Liu, Xu Bai, Tian Cai, Chanjuan Chen, Wang Zhang, Lei Jiang

Proceedings of the International Joint Conference on Neural Networks, 2019

2016

Reflecting on Video: Exploring the Efficacy of Video for Teaching Device Literacy in Rural Kenya.

Susan Wyche, Charles Steinfield, Tian Cai, Nightingale Simiyu, Martha E. Othieno

Proceedings of the Eighth International Conference on Information and Communication Technologies and Development, 2016

2015

Constellation-wavelet transform automatic modulation identifier for M-ary QAM signals.

Tian Cai, Cheng Wang, Gaofeng Cui, Weidong Wang

Proceedings of the 26th IEEE Annual International Symposium on Personal, 2015

The mobile divide revisited: mobile phone use by smallholder farmers in Malawi.

Charles Steinfield, Susan Wyche, Tian Cai, Hastings Chiwasa

Proceedings of the Seventh International Conference on Information and Communication Technologies and Development, 2015

Participatory video for nutrition training for farmers in Malawi: an analysis of knowledge gain and adoption.

Tian Cai, Hastings Chiwasa, Charles Steinfield, Susan Wyche

Proceedings of the Seventh International Conference on Information and Communication Technologies and Development, 2015

Mobile value added services: the case of women microentrepreneurs in Indonesia.

Tian Cai, Han Ei Chew, Mark R. Levy

Proceedings of the Seventh International Conference on Information and Communication Technologies and Development, 2015

2014

Structure design and trajectory planning of a precision repetitive-scanning stage with separated drive units for heat-reduction.

Han Chen, Chuxiong Hu, Haihua Mu, Yu Zhu, Tian Cai, Ming Zhang

Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2014

2013

The ability of video training to reduce agricultural knowledge gaps between men and women in rural Uganda.

Tian Cai, Eric Abbott, Naboth Bwambale

Proceedings of the International conference on information and communication technologies and development, 2013