Yifan Sun

According to our database, Yifan Sun authored at least 25 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

On the Difficulty of Intersection Checking with Polynomial Zonotopes.

Yushen Huang, Ertai Luo, Stanley Bak, Yifan Sun

Proceedings of the Automated Technology for Verification and Analysis, 2023

2022

Screening for a Reweighted Penalized Conditional Gradient Method.

Yifan Sun, Francis R. Bach

Open J. Math. Optim., March, 2022

Approximate backwards differentiation of gradient flow.

Yushen Huang, Taehoon Lee, Yifan Sun

CoRR, 2022

2020

Atomic Decomposition via Polar Alignment: The Geometry of Structured Optimization.

Zhenan Fan, Halyun Jeong, Yifan Sun, Michael P. Friedlander

Found. Trends Optim., 2020

Safe Screening for the Generalized Conditional Gradient Method.

Yifan Sun, Francis R. Bach

CoRR, 2020

Greed Meets Sparsity: Understanding and Improving Greedy Coordinate Descent for Sparse Optimization.

Huang Fang, Zhenan Fan, Yifan Sun, Michael P. Friedlander

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning.

Can Karakus, Yifan Sun, Suhas N. Diggavi, Wotao Yin

J. Mach. Learn. Res., 2019

Polar Alignment and Atomic Decomposition.

Zhenan Fan, Halyun Jeong, Yifan Sun, Michael P. Friedlander

CoRR, 2019

One-shot atomic detection.

Yifan Sun, Michael P. Friedlander

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Are we there yet? Manifold identification of gradient-related proximal methods.

Yifan Sun, Halyun Jeong, Julie Nutini, Mark Schmidt

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Bundle methods for dual atomic pursuit.

Zhenan Fan, Yifan Sun, Michael P. Friedlander

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

A Sparse Topic Model for Extracting Aspect-Specific Summaries from Online Reviews.

Vineeth Rakesh, Weicong Ding, Aman Ahuja, Nikhil Rao, Yifan Sun, Chandan K. Reddy

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Dynamic Word Embeddings for Evolving Semantic Discovery.

Zijun Yao, Yifan Sun, Weicong Ding, Nikhil Rao, Hui Xiong

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Wide Compression: Tensor Ring Nets.

Wenqi Wang, Yifan Sun, Brian Eriksson, Wenlin Wang, Vaneet Aggarwal

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Deep Unsupervised Clustering Using Mixture of Autoencoders.

Dejiao Zhang, Yifan Sun, Brian Eriksson, Laura Balzano

CoRR, 2017

Discovery of Evolving Semantics through Dynamic Word Embedding Learning.

Zijun Yao, Yifan Sun, Weicong Ding, Nikhil Rao, Hui Xiong

CoRR, 2017

A Simple Approach to Learn Polysemous Word Embeddings.

Yifan Sun, Nikhil Rao, Weicong Ding

CoRR, 2017

Straggler Mitigation in Distributed Optimization Through Data Encoding.

Can Karakus, Yifan Sun, Suhas N. Diggavi, Wotao Yin

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Encoded distributed optimization.

Can Karakus, Yifan Sun, Suhas N. Diggavi

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2015

Decomposition Methods for Sparse Matrix Nearness Problems.

Yifan Sun, Lieven Vandenberghe

SIAM J. Matrix Anal. Appl., 2015

2014

Decomposition in Conic Optimization with Partially Separable Structure.

Yifan Sun, Martin S. Andersen, Lieven Vandenberghe

SIAM J. Optim., 2014

2012

Detecting and Counteracting Statistical Attacks in Cooperative Spectrum Sensing.

Federico Penna, Yifan Sun, Lara Dolecek, Danijela Cabric

IEEE Trans. Signal Process., 2012

Probabilistic analysis of Gallager B faulty decoder.

S. M. Sadegh Tabatabaei Yazdi, Hyungmin Cho, Yifan Sun, Subhasish Mitra, Lara Dolecek

Proceedings of IEEE International Conference on Communications, 2012

2011

Joint Spectrum Sensing and Detection of Malicious Nodes via Belief Propagation.

Federico Penna, Yifan Sun, Lara Dolecek, Danijela Cabric

Proceedings of the Global Communications Conference, 2011

Complexity analysis of interior point methods for LP decoding.

Yifan Sun, Lara Dolecek

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011