Zemin Zhang

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All published works

Action	Title	Year	Authors
+ PDF Chat	Leveraging LLM Reasoning Enhances Personalized Recommender Systems	2024	Alicia Y. Tsai Adam Kraft Long Jin Chenwei Cai Anahita Hosseini Taibai Xu Zemin Zhang Lichan Hong Ed H. Xinyang Yi
+ PDF Chat	Leveraging LLM Reasoning Enhances Personalized Recommender Systems	2024	Alicia Y. Tsai Adam Kraft Long Jin Chenwei Cai Anahita Hosseini Taibai Xu Zemin Zhang Lichan Hong Ed H. Xinyang Yi
+	Inferring Smartphone Service Quality using Tensor Methods	2016	Vaneet Aggarwal Ajay Mahimkar Hongyao Ma Zemin Zhang Shuchin Aeron Walter Willinger
+	Inferring smartphone service quality using tensor methods	2016	Vaneet Aggarwal Ajay Mahimkar Hongyao Ma Zemin Zhang Shuchin Aeron Walter Willinger
+	Novel Factorization Strategies for Higher Order Tensors: Implications for Compression and Recovery of Multi-linear Data	2013	Zemin Zhang Gregory Ely Shuchin Aeron Ning Hao Misha E. Kilmer

Common Coauthors

Coauthor	Papers Together
Shuchin Aeron	3
Anahita Hosseini	2
Adam Kraft	2
Chenwei Cai	2
Ed H.	2
Hongyao Ma	2
Walter Willinger	2
Alicia Y. Tsai	2
Long Jin	2
Taibai Xu	2
Xinyang Yi	2
Vaneet Aggarwal	2
Ajay Mahimkar	2
Lichan Hong	2
Gregory Ely	1
Ning Hao	1
Misha E. Kilmer	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Factorization strategies for third-order tensors	2010	Misha E. Kilmer Carla D. Martin	3
+	Statistical Performance of Convex Tensor Decomposition	2011	Ryota Tomioka Taiji Suzuki Kohei Hayashi Hisashi Kashima	2
+	Completing Any Low-rank Matrix, Provably	2013	Yudong Chen Srinadh Bhojanapalli Sujay Sanghavi Rachel Ward	2
+ PDF Chat	Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD	2014	Zemin Zhang Gregory Ely Shuchin Aeron Ning Hao Misha E. Kilmer	2
+	From Matrix to Tensor : Multilinear Algebra and Signal Processing	1998	Lieven De Lathauwer Bart De Moor	2
+ PDF Chat	A literature survey of low‐rank tensor approximation techniques	2013	Lars Grasedyck Daniel Kreßner Christine Tobler	2
+ PDF Chat	Low-rank tensor completion by Riemannian optimization	2013	Daniel Kreßner Michael Steinlechner Bart Vandereycken	2
+ PDF Chat	Necessary and sufficient conditions for success of the nuclear norm heuristic for rank minimization	2008	Benjamin Recht Weiyu Xu Babak Hassibi	2
+ PDF Chat	Low-rank matrix completion using alternating minimization	2013	Prateek Jain Praneeth Netrapalli Sujay Sanghavi	2
+ PDF Chat	Robust Low-Rank Tensor Recovery: Models and Algorithms	2014	Donald Goldfarb Zhiwei Qin	2
+	Exploiting Structural Complexity for Robust and Rapid Hyperspectral Imaging	2013	Gregory Ely Shuchin Aeron Eric L. Miller	1
+	Compressive Principal Component Pursuit	2012	John Wright Arvind Ganesh Kerui Min Yi Ma	1
+	Optimization on the Hierarchical Tucker manifold - applications to tensor completion	2014	Curt Da Silva Felix J. Herrmann	1
+	Optimization on the Hierarchical Tucker manifold – Applications to tensor completion	2015	Curt Da Silva Felix J. Herrmann	1
+	Algebra and Its Applications	2018	Dinh Van Huynh S. K. Jain Sergio R. López-Permouth	1
+ PDF Chat	The Convex Geometry of Linear Inverse Problems	2012	Venkat Chandrasekaran Benjamin Recht Pablo A. Parrilo Alan S. Willsky	1
+	Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging	2013	Misha E. Kilmer Karen Braman Ning Hao Randy C. Hoover	1
+	Tensor-Train Decomposition	2011	Ivan Oseledets	1
+	An Order-$p$ Tensor Factorization with Applications in Imaging	2013	Carla D. Martin Richard Shafer Betsy LaRue	1
+	Third-Order Tensors as Linear Operators on a Space of Matrices	2010	Karen Braman	1
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	1
+	Characterization of the subdifferential of some matrix norms	1992	G. A. Watson	1
+	Facial Recognition Using Tensor-Tensor Decompositions	2013	Ning Hao Misha E. Kilmer Karen Braman Randy C. Hoover	1
+ PDF Chat	A Singular Value Thresholding Algorithm for Matrix Completion	2010	Jian‐Feng Cai Emmanuel J. Candès Zuowei Shen	1
+	The Convex Analysis of Unitarily Invariant Matrix Functions	1995	Adrian S. Lewis	1