Yuan Yao
Orcid: 0000-0002-0196-8887Affiliations:
- Hong Kong University of Science and Technology, Hong Kong
- Peking University, School of Mathematical Sciences, Beijing, China
- Stanford University, CA, USA
- University of California, Berkeley, CA, USA (PhD 2006)
According to our database1,
Yuan Yao
authored at least 79 papers
between 2010 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
On ADMM in Heterogeneous Federated Learning: Personalization, Robustness, and Fairness.
CoRR, 2024
CoRR, 2024
Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
IEEE Trans. Pattern Anal. Mach. Intell., 2023
Leveraging Side Information for Ligand Conformation Generation using Diffusion-Based Approaches.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
Frontiers Neurorobotics, September, 2022
IEEE Trans. Circuits Syst. Video Technol., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
CoRR, 2022
On Private Online Convex Optimization: Optimal Algorithms in 𝓁<sub>p</sub>-Geometry and High Dimensional Contextual Bandits.
CoRR, 2022
Private Streaming SCO in ℓ<sub>p</sub> geometry with Applications in High Dimensional Online Decision Making.
Proceedings of the International Conference on Machine Learning, 2022
2021
IEEE Trans. Knowl. Data Eng., 2021
J. Mach. Learn. Res., 2021
CoRR, 2021
CoRR, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Frontiers Neurorobotics, 2020
Leveraging both Lesion Features and Procedural Bias in Neuroimaging: An Dual-Task Split dynamics of inverse scale space.
CoRR, 2020
DessiLBI: Exploring Structural Sparsity of Deep Networks via Differential Inclusion Paths.
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
On Global Linear Convergence in Stochastic Nonconvex Optimization for Semidefinite Programming.
IEEE Trans. Signal Process., 2019
From Social to Individuals: A Parsimonious Path of Multi-Level Models for Crowdsourced Preference Aggregation.
IEEE Trans. Pattern Anal. Mach. Intell., 2019
CoRR, 2019
Parsimonious Deep Learning: A Differential Inclusion Approach with Global Convergence.
CoRR, 2019
S<sup>2</sup>-LBI: Stochastic Split Linearized Bregman Iterations for Parsimonious Deep Learning.
CoRR, 2019
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
CoRR, 2018
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018
FDR-HS: An Empirical Bayesian Identification of Heterogenous Features in Neuroimage Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning.
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Data-Driven Tight Frame for CRYO-EM Image Denoising and Conformational Classification.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Finding Global Optima in Nonconvex Stochastic Semidefinite Optimization with Variance Reduction.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
HodgeRank With Information Maximization for Crowdsourced Pairwise Ranking Aggregation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Accelerated Block Coordinate Proximal Gradients with Applications in High Dimensional Statistics.
CoRR, 2017
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
False Discovery Rate Control and Statistical Quality Assessment of Annotators in Crowdsourced Ranking.
Proceedings of the 33nd International Conference on Machine Learning, 2016
2015
Analysis of Crowdsourced Sampling Strategies for HodgeRank with Sparse Random Graphs.
CoRR, 2015
Discerning Tactical Patterns for Professional Soccer Teams: An Enhanced Topic Model with Applications.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
2014
IEEE Trans. Multim., 2014
CoRR, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
2013
ACM Trans. Sens. Networks, 2013
Proceedings of the ACM Multimedia Conference, 2013
2012
IEEE Trans. Multim., 2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012
2011
Random partial paired comparison for subjective video quality assessment via hodgerank.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Constructing Multi-Resolution Markov State Models (MSMs) to Elucidate RNA Hairpin Folding Mechanisms.
Proceedings of the Biocomputing 2010: Proceedings of the Pacific Symposium, 2010