Tian Cai

19 papers B 2C 4Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2023 J jnl
End-to-end sequence-structure-function meta-learning predicts genome-wide chemical-protein interactions for dark proteins.
PLoS Comput. Biol.
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
2023 — —
Out-of-Distribution Generalization of Deep Learning to Illuminate Dark Protein Functional Space
Tian Cai
2023 — conf
Probabilistic Modeling Ensemble Vision Transformer Improves Complex Polyp Segmentation.
MICCAI (7)
Tianyi Ling, Chengyi Wu, Huan Yu, Tian Cai, Da Wang, Yincong Zhou, Ming Chen, Kefeng Ding
2022 J jnl
DeepREAL: a deep learning powered multi-scale modeling framework for predicting out-of-distribution ligand-induced GPCR activity.
Bioinform.
Tian Cai, Kyra Alyssa Abbu, Yang Liu, Lei Xie
2022 J jnl
Interpretable Classification of Categorical Time Series Using the Spectral Envelope and Optimal Scalings.
J. Mach. Learn. Res.
Zeda Li, Scott A. Bruce, Tian Cai
2021 J jnl
An improved regularization-based method of blur kernel estimation for blind motion deblurring.
Signal Image Video Process.
Zhe Lin, Hong Peng, Tian Cai
2021 J jnl
Exploration of Dark Chemical Genomics Space via Portal Learning: Applied to Targeting the Undruggable Genome and COVID-19 Anti-Infective Polypharmacology.
CoRR
Tian Cai, Li Xie, Muge Chen, Yang Liu, Di He, Shuo Zhang, Cameron Mura, Philip E. Bourne, Lei Xie
2021 J jnl
MSA-Regularized Protein Sequence Transformer toward Predicting Genome-Wide Chemical-Protein Interactions: Application to GPCRome Deorphanization.
J. Chem. Inf. Model.
Tian Cai, Hansaim Lim, Kyra Alyssa Abbu, Yue Qiu, Ruth Nussinov, Lei Xie
2021 — conf
Multi-task Learning with Riemannian Optimization.
ICIC (2)
Tian Cai, Liang Song, Guilin Li, Minghong Liao
2021 — conf
The multi-task learning with an application of Pareto improvement.
CONF-CDS
Tian Cai, Xing Gao, Liang Song, Minghong Liao
2019 B conf
Improving Sentence Representations with Local and Global Attention for Classification.
IJCNN
Zesheng Liu, Xu Bai, Tian Cai, Chanjuan Chen, Wang Zhang, Lei Jiang
2019 — conf
Improving Transformer with Sequential Context Representations for Abstractive Text Summarization.
NLPCC (1)
Tian Cai, Mengjun Shen, Huailiang Peng, Lei Jiang, Qiong Dai
2016 C conf
Reflecting on Video: Exploring the Efficacy of Video for Teaching Device Literacy in Rural Kenya.
ICTD
Susan Wyche, Charles Steinfield, Tian Cai, Nightingale Simiyu, Martha E. Othieno
2015 B conf
Constellation-wavelet transform automatic modulation identifier for M-ary QAM signals.
PIMRC
Tian Cai, Cheng Wang, Gaofeng Cui, Weidong Wang
2015 C conf
Mobile value added services: the case of women microentrepreneurs in Indonesia.
ICTD
Tian Cai, Han Ei Chew, Mark R. Levy
2015 C conf
Participatory video for nutrition training for farmers in Malawi: an analysis of knowledge gain and adoption.
ICTD
Tian Cai, Hastings Chiwasa, Charles Steinfield, Susan Wyche
2015 C conf
The mobile divide revisited: mobile phone use by smallholder farmers in Malawi.
ICTD
Charles Steinfield, Susan Wyche, Tian Cai, Hastings Chiwasa
2014 — conf
Structure design and trajectory planning of a precision repetitive-scanning stage with separated drive units for heat-reduction.
AIM
Han Chen, Chuxiong Hu, Haihua Mu, Yu Zhu, Tian Cai, Ming Zhang
2013 — conf
The ability of video training to reduce agricultural knowledge gaps between men and women in rural Uganda.
ICTD (2)
Tian Cai, Eric Abbott, Naboth Bwambale