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Junya Chen
Junya Chen
Duke University, Fudan University
Verified email at duke.edu
Title
Cited by
Cited by
Year
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
322020
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
262021
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
222019
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
222019
Tight mutual information estimation with contrastive fenchel-legendre optimization
Q Guo, J Chen, D Wang, Y Yang, X Deng, J Huang, L Carin, F Li, C Tao
Advances in Neural Information Processing Systems 35, 28319-28334, 2022
152022
Supercharging imbalanced data learning with energy-based contrastive representation transfer
J Chen, Z Xiu, B Goldstein, R Henao, L Carin, C Tao
Advances in neural information processing systems 34, 21229-21243, 2021
142021
Multi-grained knowledge distillation for named entity recognition
X Zhou, X Zhang, C Tao, J Chen, B Xu, W Wang, J Xiao
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
132021
Predictive value of early autism detection models based on electronic health record data collected before age 1 year
MM Engelhard, R Henao, SI Berchuck, J Chen, B Eichner, D Herkert, ...
JAMA network open 6 (2), e2254303-e2254303, 2023
112023
Variational inference with holder bounds
J Chen, D Lu, Z Xiu, K Bai, L Carin, C Tao
arXiv preprint arXiv:2111.02947, 2021
62021
A Wiener causality defined by divergence
J Chen, J Feng, W Lu
Neural Processing Letters 53, 1773-1794, 2021
62021
Enhancing early autism prediction based on electronic records using clinical narratives
J Chen, M Engelhard, R Henao, S Berchuck, B Eichner, EM Perrin, ...
Journal of Biomedical Informatics 144, 104390, 2023
42023
A Wiener causality defined by relative entropy
J Chen, J Feng, W Lu
Neural Information Processing: 25th International Conference, ICONIP 2018 …, 2018
32018
Finite-time consensus learning for decentralized optimization with nonlinear gossiping
J Chen, S Wang, L Carin, C Tao
arXiv preprint arXiv:2111.02949, 2021
22021
Toward sustainable continual learning: Detection and knowledge repurposing of similar tasks
S Wang, Y Choi, J Chen, M El-Khamy, R Henao
arXiv preprint arXiv:2210.05751, 2022
12022
GO Hessian for Expectation-Based Objectives
Y Cong, M Zhao, J Li, J Chen, L Carin
Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 12060 …, 2021
12021
On second-order synchronization protocols of multi-agent systems
J Chen, T Chen, W Lu
2017 36th Chinese Control Conference (CCC), 8330-8335, 2017
12017
Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer (Supplementary Material)
J Chen, Z Xiu, B Goldstein, R Henao, L Carin, C Tao
Supplementary Material To “Reconsidering Generative Objectives For Counterfactual Reasoning”
D Lu, C Tao, J Chen, F Li, F Guo, L Carin
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