Yifan Sun

Orcid: 0000-0003-2475-3843

Affiliations:
  • Stony Brook University, NY, USA
  • University of British Columbia, Vancouver, BC, Canada (former)
  • Technicolor Research (former)


According to our database1, Yifan Sun authored at least 26 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

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Bibliography

2024
Reachability Analysis for Linear Systems with Uncertain Parameters using Polynomial Zonotopes.
CoRR, 2024

2023
On the Difficulty of Intersection Checking with Polynomial Zonotopes.
Proceedings of the Automated Technology for Verification and Analysis, 2023

2022
Screening for a Reweighted Penalized Conditional Gradient Method.
Open J. Math. Optim., March, 2022

Approximate backwards differentiation of gradient flow.
CoRR, 2022

2020
Atomic Decomposition via Polar Alignment: The Geometry of Structured Optimization.
Found. Trends Optim., 2020

Safe Screening for the Generalized Conditional Gradient Method.
CoRR, 2020

Greed Meets Sparsity: Understanding and Improving Greedy Coordinate Descent for Sparse Optimization.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning.
J. Mach. Learn. Res., 2019

Polar Alignment and Atomic Decomposition.
CoRR, 2019

One-shot atomic detection.
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.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Bundle methods for dual atomic pursuit.
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.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Dynamic Word Embeddings for Evolving Semantic Discovery.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Wide Compression: Tensor Ring Nets.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Deep Unsupervised Clustering Using Mixture of Autoencoders.
CoRR, 2017

Discovery of Evolving Semantics through Dynamic Word Embedding Learning.
CoRR, 2017

A Simple Approach to Learn Polysemous Word Embeddings.
CoRR, 2017

Straggler Mitigation in Distributed Optimization Through Data Encoding.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Encoded distributed optimization.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2015
Decomposition Methods for Sparse Matrix Nearness Problems.
SIAM J. Matrix Anal. Appl., 2015

2014
Decomposition in Conic Optimization with Partially Separable Structure.
SIAM J. Optim., 2014

2012
Detecting and Counteracting Statistical Attacks in Cooperative Spectrum Sensing.
IEEE Trans. Signal Process., 2012

Probabilistic analysis of Gallager B faulty decoder.
Proceedings of IEEE International Conference on Communications, 2012

2011
Joint Spectrum Sensing and Detection of Malicious Nodes via Belief Propagation.
Proceedings of the Global Communications Conference, 2011

Complexity analysis of interior point methods for LP decoding.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011


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