Zhening Li

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 21

Top Topics

Max Margin Markov

Approximation Ratio

Top Venues

SIAM J. Matrix Anal. Appl.

Math. Oper. Res.

Publications

Zhening Li, Gabriel Poesia, Armando Solar-Lezama
When Do Skills Help Reinforcement Learning? A Theoretical Analysis of Temporal Abstractions. CoRR (2024)
Bilian Chen, Jiewen Guan, Zhening Li
Unsupervised Feature Selection via Graph Regularized Nonnegative CP Decomposition. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Yujie Qian, Zhening Li, Zhengkai Tu, Connor W. Coley, Regina Barzilay
Predictive Chemistry Augmented with Text Retrieval. CoRR (2023)
Yujie Qian, Jiang Guo, Zhengkai Tu, Zhening Li, Connor W. Coley, Regina Barzilay
MolScribe: Robust Molecular Structure Recognition with Image-to-Graph Generation. J. Chem. Inf. Model. 63 (7) (2023)
Yujie Qian, Zhening Li, Zhengkai Tu, Connor W. Coley, Regina Barzilay
Predictive Chemistry Augmented with Text Retrieval. EMNLP (2023)
Bilian Chen, Jiewen Guan, Zhening Li, Zhehao Zhou
-Norm Based Nonnegative Tucker Decomposition. IEEE Trans. Circuits Syst. Video Technol. 33 (12) (2023)
Simai He, Haodong Hu, Bo Jiang, Zhening Li
Approximating Tensor Norms via Sphere Covering: Bridging the Gap between Primal and Dual. SIAM J. Optim. 33 (3) (2023)
Shengyu Cao, Simai He, Zhening Li, Zhen Wang
Extreme Ratio Between Spectral and Frobenius Norms of Nonnegative Tensors. SIAM J. Matrix Anal. Appl. 44 (2) (2023)
Shengyu Cao, Simai He, Zhening Li, Zhen Wang
Extreme ratio between spectral and Frobenius norms of nonnegative tensors. CoRR (2022)
Zhening Li, Gabriel Poesia, Omar Costilla-Reyes, Noah D. Goodman, Armando Solar-Lezama
LEMMA: Bootstrapping High-Level Mathematical Reasoning with Learned Symbolic Abstractions. CoRR (2022)
Bilian Chen, Zhening Li
On the tensor spectral p-norm and its dual norm via partitions. Comput. Optim. Appl. 75 (3) (2020)
Zhening Li, Yuji Nakatsukasa, Tasuku Soma, André Uschmajew
On Orthogonal Tensors and Best Rank-One Approximation Ratio. SIAM J. Matrix Anal. Appl. 39 (1) (2018)
Taoran Fu, Bo Jiang, Zhening Li
Approximation algorithms for optimization of real-valued general conjugate complex forms. J. Glob. Optim. 70 (1) (2018)
Bilian Chen, Simai He, Zhening Li, Shuzhong Zhang
On New Classes of Nonnegative Symmetric Tensors. SIAM J. Optim. 27 (1) (2017)
Zhening Li, Yuji Nakatsukasa, Tasuku Soma, André Uschmajew
On orthogonal tensors and best rank-one approximation ratio. CoRR (2017)
Bo Jiang, Zhening Li, Shuzhong Zhang
On Cones of Nonnegative Quartic Forms. Found. Comput. Math. 17 (1) (2017)
Bo Jiang, Zhening Li, Shuzhong Zhang
Characterizing Real-Valued Multivariate Complex Polynomials and Their Symmetric Tensor Representations. SIAM J. Matrix Anal. Appl. 37 (1) (2016)
Zhening Li
Bounds on the Spectral Norm and the Nuclear Norm of a Tensor Based on Tensor Partitions. SIAM J. Matrix Anal. Appl. 37 (4) (2016)
Simai He, Zhening Li, Shuzhong Zhang
Inhomogeneous polynomial optimization over a convex set: An approximation approach. Math. Comput. 84 (292) (2015)
Bilian Chen, Zhening Li, Shuzhong Zhang
On optimal low rank Tucker approximation for tensors: the case for an adjustable core size. J. Glob. Optim. 62 (4) (2015)
Zhening Li, André Uschmajew, Shuzhong Zhang
On Convergence of the Maximum Block Improvement Method. SIAM J. Optim. 25 (1) (2015)
Bo Jiang, Simai He, Zhening Li, Shuzhong Zhang
Moments Tensors, Hilbert's Identity, and k-wise Uncorrelated Random Variables. Math. Oper. Res. 39 (3) (2014)
Bo Jiang, Zhening Li, Shuzhong Zhang
Approximation methods for complex polynomial optimization. Comput. Optim. Appl. 59 (1-2) (2014)
Simai He, Bo Jiang, Zhening Li, Shuzhong Zhang
Probability Bounds for Polynomial Functions in Random Variables. Math. Oper. Res. 39 (3) (2014)
Bilian Chen, Simai He, Zhening Li, Shuzhong Zhang
Maximum Block Improvement and Polynomial Optimization. SIAM J. Optim. 22 (1) (2012)
Simai He, Zhening Li, Shuzhong Zhang
Approximation algorithms for homogeneous polynomial optimization with quadratic constraints. Math. Program. 125 (2) (2010)