Chenyang Tao
Chenyang Tao
Applied Scientist, Amazon; Former Senior Research Associate, Duke University (Statistics and ECE)
Verified email at - Homepage
Cited by
Cited by
Adversarial text generation via feature-mover's distance
L Chen, S Dai, C Tao, H Zhang, Z Gan, D Shen, Y Zhang, G Wang, ...
Advances in neural information processing systems 31, 2018
Adversarial time-to-event modeling
P Chapfuwa, C Tao, C Li, C Page, B Goldstein, LC Duke, R Henao
International Conference on Machine Learning, 735-744, 2018
Improving sequence-to-sequence learning via optimal transport
L Chen, Y Zhang, R Zhang, C Tao, Z Gan, H Zhang, B Li, D Shen, C Chen, ...
arXiv preprint arXiv:1901.06283, 2019
Single nucleotide polymorphism in the neuroplastin locus associates with cortical thickness and intellectual ability in adolescents
S Desrivičres, A Lourdusamy, C Tao, R Toro, T Jia, E Loth, LM Medina, ...
Molecular psychiatry 20 (2), 263-274, 2015
Oxytocin receptor genotype modulates ventral striatal activity to social cues and response to stressful life events
E Loth, JB Poline, B Thyreau, T Jia, C Tao, A Lourdusamy, D Stacey, ...
Biological psychiatry 76 (5), 367-376, 2014
Rsu1 regulates ethanol consumption in Drosophila and humans
SA Ojelade, T Jia, AR Rodan, T Chenyang, JL Kadrmas, A Cattrell, ...
Proceedings of the National Academy of Sciences 112 (30), E4085-E4093, 2015
Counterfactual representation learning with balancing weights
S Assaad, S Zeng, C Tao, S Datta, N Mehta, R Henao, F Li, L Carin
International Conference on Artificial Intelligence and Statistics, 1972-1980, 2021
Neural basis of reward anticipation and its genetic determinants
T Jia, C Macare, S Desrivičres, DA Gonzalez, C Tao, X Ji, B Ruggeri, ...
Proceedings of the National Academy of Sciences 113 (14), 3879-3884, 2016
Multi-modal alignment using representation codebook
J Duan, L Chen, S Tran, J Yang, Y Xu, B Zeng, T Chilimbi
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
PLACES: Prompting language models for social conversation synthesis
M Chen, A Papangelis, C Tao, S Kim, A Rosenbaum, Y Liu, Z Yu, ...
arXiv preprint arXiv:2302.03269, 2023
Detection of time delays and directional interactions based on time series from complex dynamical systems
H Ma, S Leng, C Tao, X Ying, J Kurths, YC Lai, W Lin
Physical Review E 96 (1), 012221, 2017
Chi-square generative adversarial network
C Tao, L Chen, R Henao, J Feng, LC Duke
International conference on machine learning, 4887-4896, 2018
Apo-vae: Text generation in hyperbolic space
S Dai, Z Gan, Y Cheng, C Tao, L Carin, J Liu
arXiv preprint arXiv:2005.00054, 2020
Reconsidering generative objectives for counterfactual reasoning
D Lu, C Tao, J Chen, F Li, F Guo, L Carin
Advances in Neural Information Processing Systems 33, 21539-21553, 2020
Variational inference and model selection with generalized evidence bounds
L Chen, C Tao, R Zhang, R Henao, LC Duke
International conference on machine learning, 893-902, 2018
Improving textual network embedding with global attention via optimal transport
L Chen, G Wang, C Tao, D Shen, P Cheng, X Zhang, W Wang, Y Zhang, ...
arXiv preprint arXiv:1906.01840, 2019
Simpler, faster, stronger: Breaking the log-k curse on contrastive learners with flatnce
J Chen, Z Gan, X Li, Q Guo, L Chen, S Gao, T Chung, Y Xu, B Zeng, W Lu, ...
arXiv preprint arXiv:2107.01152, 2021
Variational annealing of GANs: A Langevin perspective
C Tao, S Dai, L Chen, K Bai, J Chen, C Liu, R Zhang, G Bobashev, ...
International conference on machine learning, 6176-6185, 2019
On fenchel mini-max learning
C Tao, L Chen, S Dai, J Chen, K Bai, D Wang, J Feng, W Lu, G Bobashev, ...
Advances in Neural Information Processing Systems 32, 2019
Weakly supervised data augmentation through prompting for dialogue understanding
M Chen, A Papangelis, C Tao, A Rosenbaum, S Kim, Y Liu, Z Yu, ...
arXiv preprint arXiv:2210.14169, 2022
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