Shaogang Ren

CoRR, 2024

Causal Bayesian Optimization via Exogenous Distribution Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Towards Invariant Time Series Forecasting in Smart Cities.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Word Embedding with Neural Probabilistic Prior.

[BibT_eX]

[DOI]

Dingcheng Li

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

Learning Flexible Time-windowed Granger Causality Integrating Heterogeneous Interventional Time Series Data.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Learning Latent Structural Relations with Message Passing Prior.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

Calibrating CNNs for Few-Shot Meta Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Variational Flow Graphical Model.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Causal Effect Prediction with Flow-based Inference.

[BibT_eX]

[DOI]

Dingcheng Li

Proceedings of the IEEE International Conference on Data Mining, 2022

Flow-based Perturbation for Cause-effect Inference.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Causal Discovery with Flow-based Conditional Density Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

A Deep Decomposable Model for Disentangling Syntax and Semantics in Sentence Representation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Estimate the Implicit Likelihoods of GANs with Application to Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Thunder: a Fast Coordinate Selection Solver for Sparse Learning.

[BibT_eX]

[DOI]

Weijie Zhao

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Safe Feature Screening for Generalized LASSO.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Safe Active Feature Selection for Sparse Learning.

[BibT_eX]

[DOI]

CoRR, 2018

2015

A computationally efficient solution strategy for optimal gene knockouts for targeted overproduction.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM Conference on Bioinformatics, 2015

A Scalable Algorithm for Structured Kernel Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

Object-object interaction affordance learning.

[BibT_eX]

[DOI]

Yu Sun

Yun Lin

Robotics Auton. Syst., 2014

Structured sparse PCA to identify miRNA co-regulatory modules.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Adaptive bi-level programming for optimal gene knockouts for targeted overproduction under phenotypic constraints.

[BibT_eX]

[DOI]

Bo Zeng