Liyi Dai

Publication Activity (10 Years)

Years Active: 1989-2023
Publications (10 Years): 27

Top Topics

Gaussian Mixture

Compressive Sensing

Image Classification

Community Detection

Top Venues

IEEE Trans. Image Process.

Publications

Liyi Dai, Fred Daum
On the Design of Stochastic Particle Flow Filters. IEEE Trans. Aerosp. Electron. Syst. 59 (3) (2023)
Liyi Dai, Fred Daum
Stiffness Mitigation in Stochastic Particle Flow Filters. IEEE Trans. Aerosp. Electron. Syst. 58 (4) (2022)
Liyi Dai, Fred Daum
On the Role of the Diffusion Matrix in Stiffness Mitigation for Stochastic Particle Flow Filters. FUSION (2022)
Liyi Dai, Fred Daum
Stability and Convergence of Stochastic Particle Flow Filters. FUSION (2021)
Yuming Huang, Ashkan Panahi, Hamid Krim, Liyi Dai
Community Detection and Improved Detectability in Multiplex Networks. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Shahin Mahdizadehaghdam, Ashkan Panahi, Hamid Krim, Liyi Dai
Deep Dictionary Learning: A PARametric NETwork Approach. IEEE Trans. Image Process. 28 (10) (2019)
Wen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai
Analysis Dictionary Learning: an Efficient and Discriminative Solution. ICASSP (2019)
Yuming Huang, Ashkan Panahi, Hamid Krim, Liyi Dai
Community Detection and Improved Detectability in Multiplex Networks. CoRR (2019)
Wen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai
Analysis Dictionary Learning Based Classification: Structure for Robustness. IEEE Trans. Image Process. 28 (12) (2019)
Wen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai
Analysis Dictionary Learning: An Efficient and Discriminative Solution. CoRR (2019)
Ashkan Panahi, Xiao Bian, Hamid Krim, Liyi Dai
Robust Subspace Clustering by Bi-Sparsity Pursuit: Guarantees and Sequential Algorithm. WACV (2018)
Wen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai
Analysis Dictionary Learning based Classification: Structure for Robustness. CoRR (2018)
Siddharth Roheda, Benjamin S. Riggan, Hamid Krim, Liyi Dai
Cross-Modality Distillation: A Case for Conditional Generative Adversarial Networks. ICASSP (2018)
Shahin Mahdizadehaghdam, Ashkan Panahi, Hamid Krim, Liyi Dai
Deep Dictionary Learning: A PARametric NETwork Approach. CoRR (2018)
Ashkan Panahi, Hamid Krim, Liyi Dai
Demystifying Deep Learning: A Geometric Approach to Iterative Projections. CoRR (2018)
Wen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai
Structured Analysis Dictionary Learning for Image Classification. CoRR (2018)
Wen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai
Structured Analysis Dictionary Learning for Image Classification. ICASSP (2018)
Ashkan Panahi, Hamid Krim, Liyi Dai
Demystifying Deep Learning: a Geometric Approach to Iterative Projections. ICASSP (2018)
Yuming Huang, Ashkan Panahi, Hamid Krim, Liyi Dai
Fusion of Community Structures in Multiplex Networks by Label Constraints. EUSIPCO (2018)
Shahin Mahdizadehaghdam, Liyi Dai, Hamid Krim, Erik Skau, Han Wang
Image classification: A hierarchical dictionary learning approach. ICASSP (2017)
Shahin Mahdizadehaghdam, Han Wang, Hamid Krim, Liyi Dai
Information diffusion in interconnected heterogeneous networks. CoRR (2017)
Shahin Mahdizadehaghdam, Han Wang, Hamid Krim, Liyi Dai
Information diffusion in interconnected heterogeneous networks. ICASSP (2017)
Wen Tang, Ives Rey-Otero, Hamid Krim, Liyi Dai
Analysis dictionary learning for scene classification. SSP (2016)
Shahin Mahdizadehaghdam, Han Wang, Hamid Krim, Liyi Dai
Information Diffusion of Topic Propagation in Social Media. IEEE Trans. Signal Inf. Process. over Networks 2 (4) (2016)
Erik Skau, Brendt Wohlberg, Hamid Krim, Liyi Dai
Pansharpening via coupled triple factorization dictionary learning. ICASSP (2016)
Xiao Bian, Hamid Krim, Alex M. Bronstein, Liyi Dai
Sparsity and Nullity: Paradigms for Analysis Dictionary Learning. SIAM J. Imaging Sci. 9 (3) (2016)
Shahin Mahdizadehaghdam, Han Wang, Hamid Krim, Liyi Dai
Information Diffusion of Topic Propagation in Social Media. CoRR (2016)
Liyi Dai
Sensitivity Analysis of Compressive Sensing Solutions. Frontiers Robotics AI 2 (2015)
Frederick D. Gregory, Liyi Dai
Multisensory Information Processing for Enhanced Human-Machine Symbiosis. HCI (4) (2015)
Xiao Bian, Hamid Krim, Alex M. Bronstein, Liyi Dai
Sparse null space basis pursuit and analysis dictionary learning for high-dimensional data analysis. ICASSP (2015)
Jin Tan, Dror Baron, Liyi Dai
Wiener Filters in Gaussian Mixture Signal Estimation With \(\ell _\infty \) -Norm Error. IEEE Trans. Inf. Theory 60 (10) (2014)
Jin Tan, Dror Baron, Liyi Dai
Signal estimation with low infinity-norm error by minimizing the mean p-norm error. CISS (2014)
Jin Tan, Dror Baron, Liyi Dai
Wiener Filters in Gaussian Mixture Signal Estimation with Infinity-Norm Error. CoRR (2014)
Jin Tan, Dror Baron, Liyi Dai
Mixture Gaussian Signal Estimation with L_infty Error Metric CoRR (2013)
Raja Mitra, Tzyh Jong Tarn, Liyi Dai
Stability results for switched linear systems. ACC (2001)
Liyi Dai
Introduction to discrete event systems [Book Review]. IEEE Trans. Autom. Control. 46 (2) (2001)
Liyi Dai, Christos G. Cassandras, Christos G. Panayiotou
On the convergence rate of ordinal optimization for a class of stochastic discrete resource allocation problems. IEEE Trans. Autom. Control. 45 (3) (2000)
Liyi Dai
Perturbation analysis via coupling. IEEE Trans. Autom. Control. 45 (4) (2000)
Yu-Chi Ho, Christos G. Cassandras, Chun-Hung Chen, Liyi Dai
Ordinal optimisation and simulation. J. Oper. Res. Soc. 51 (4) (2000)
Chun-Hung Chen, S. David Wu, Liyi Dai
Ordinal comparison of heuristic algorithms using stochastic optimization. IEEE Trans. Robotics Autom. 15 (1) (1999)
Liyi Dai, Jeffrey E. Wieselthier
Alignment Properties in Ordinal Comparison of Discrete Event Dynamic Systems. Discret. Event Dyn. Syst. 9 (3) (1999)
Christos G. Cassandras, Liyi Dai, Christos G. Panayiotou
Ordinal optimization for a class of deterministic and stochastic discrete resource allocation problems. IEEE Trans. Autom. Control. 43 (7) (1998)
Chun-Hung Chen, Yu Yuan, Hsiao-Chang Chen, Enver Yücesan, Liyi Dai
Computing Budget Allocation for Simulation Experiments with Different System Structure. WSC (1998)
Liyi Dai
Performance bounds for nonhomogeneous queues. IEEE Trans. Autom. Control. 43 (5) (1998)
Liyi Dai
Conditional Monte Carlo-Gradient Estimation And Optimization Applications[Book Reviews]. IEEE Trans. Autom. Control. 43 (3) (1998)
Liyi Dai
Rate of Convergence for Derivative Estimation of Discrete-Time Markov Chains via Finite-Difference Approximation with Common Random Numbers. SIAM J. Appl. Math. 57 (3) (1997)
Hsiao-Chang Chen, Chun-Hung Chen, Liyi Dai, Enver Yücesan
New Development of Optimal Computing Budget Allocation for Discrete Event Simulation. WSC (1997)
Wei Lin, Liyi Dai
Solutions to the output regulation problem of linear singular systems. Autom. 32 (12) (1996)
Liyi Dai, Xiuli Chao
Comparing single-server loss systems in random environment. IEEE Trans. Autom. Control. 41 (7) (1996)
Chun-Hung Chen, Hsiao-Chang Chen, Liyi Dai
A Gradient Approach for Smartly Allocating Computing Budget for Discrete Event Simulation. WSC (1996)
Liyi Dai, Yu-Chi Ho
On derivative estimation of single-server queues via structural infinitesimal perturbation analysis. Discret. Event Dyn. Syst. 5 (1) (1995)
Liyi Dai, Yu-Chi Ho
Structural infinitesimal perturbation analysis (SIPA) for derivative estimation of discrete-event dynamic systems. IEEE Trans. Autom. Control. 40 (7) (1995)
Yu-Chi Ho, Leyuan Shi, Liyi Dai, Wei-Bo Gong
Optimizing discrete event dynamic systems via the gradient surface method. Discret. Event Dyn. Syst. 2 (2) (1992)
Liyi Dai
Strong Decoupling in Singular Systems. Math. Syst. Theory 22 (4) (1989)