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2020 – today
- 2023
[j25]Liyi Dai
, Fred Daum:
On the Design of Stochastic Particle Flow Filters. IEEE Trans. Aerosp. Electron. Syst. 59(3): 2439-2450 (2023)- 2022
- [j24]Liyi Dai, Fred Daum:
Stiffness Mitigation in Stochastic Particle Flow Filters. IEEE Trans. Aerosp. Electron. Syst. 58(4): 3563-3577 (2022) - [c19]Liyi Dai, Fred Daum:
On the Role of the Diffusion Matrix in Stiffness Mitigation for Stochastic Particle Flow Filters. FUSION 2022: 1-8 - 2021
- [c18]Liyi Dai, Fred Daum:
Stability and Convergence of Stochastic Particle Flow Filters. FUSION 2021: 1-8 - 2020
- [j23]Yuming Huang, Ashkan Panahi, Hamid Krim, Liyi Dai:
Community Detection and Improved Detectability in Multiplex Networks. IEEE Trans. Netw. Sci. Eng. 7(3): 1697-1709 (2020)
2010 – 2019
- 2019
- [j22]Shahin Mahdizadehaghdam, Ashkan Panahi, Hamid Krim, Liyi Dai:
Deep Dictionary Learning: A PARametric NETwork Approach. IEEE Trans. Image Process. 28(10): 4790-4802 (2019) - [j21]Wen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai:
Analysis Dictionary Learning Based Classification: Structure for Robustness. IEEE Trans. Image Process. 28(12): 6035-6046 (2019) - [c17]Wen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai:
Analysis Dictionary Learning: an Efficient and Discriminative Solution. ICASSP 2019: 3682-3686 - [i10]Wen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai:
Analysis Dictionary Learning: An Efficient and Discriminative Solution. CoRR abs/1903.03058 (2019) - [i9]Yuming Huang, Ashkan Panahi, Hamid Krim, Liyi Dai:
Community Detection and Improved Detectability in Multiplex Networks. CoRR abs/1909.10477 (2019) - 2018
- [c16]Yuming Huang, Ashkan Panahi, Hamid Krim, Liyi Dai:
Fusion of Community Structures in Multiplex Networks by Label Constraints. EUSIPCO 2018: 887-891 - [c15]Wen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai:
Structured Analysis Dictionary Learning for Image Classification. ICASSP 2018: 2181-2185 - [c14]Siddharth Roheda, Benjamin S. Riggan, Hamid Krim, Liyi Dai:
Cross-Modality Distillation: A Case for Conditional Generative Adversarial Networks. ICASSP 2018: 2926-2930 - [c13]Ashkan Panahi, Hamid Krim, Liyi Dai:
Demystifying Deep Learning: a Geometric Approach to Iterative Projections. ICASSP 2018: 6857-6861 - [c12]Ashkan Panahi, Xiao Bian, Hamid Krim, Liyi Dai:
Robust Subspace Clustering by Bi-Sparsity Pursuit: Guarantees and Sequential Algorithm. WACV 2018: 1302-1311 - [i8]Shahin Mahdizadehaghdam, Ashkan Panahi, Hamid Krim, Liyi Dai:
Deep Dictionary Learning: A PARametric NETwork Approach. CoRR abs/1803.04022 (2018) - [i7]Ashkan Panahi, Hamid Krim, Liyi Dai:
Demystifying Deep Learning: A Geometric Approach to Iterative Projections. CoRR abs/1803.08416 (2018) - [i6]Wen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai:
Structured Analysis Dictionary Learning for Image Classification. CoRR abs/1805.00597 (2018) - [i5]Wen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai:
Analysis Dictionary Learning based Classification: Structure for Robustness. CoRR abs/1807.04899 (2018) - 2017
- [c11]Shahin Mahdizadehaghdam, Liyi Dai, Hamid Krim, Erik Skau, Han Wang:
Image classification: A hierarchical dictionary learning approach. ICASSP 2017: 2597-2601 - [c10]Shahin Mahdizadehaghdam, Han Wang, Hamid Krim, Liyi Dai:
Information diffusion in interconnected heterogeneous networks. ICASSP 2017: 3759-3763 - [i4]Shahin Mahdizadehaghdam, Han Wang, Hamid Krim, Liyi Dai:
Information diffusion in interconnected heterogeneous networks. CoRR abs/1707.05150 (2017) - 2016
- [j20]Xiao Bian, Hamid Krim, Alex M. Bronstein, Liyi Dai:
Sparsity and Nullity: Paradigms for Analysis Dictionary Learning. SIAM J. Imaging Sci. 9(3): 1107-1126 (2016) - [j19]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): 569-581 (2016) - [c9]Erik Skau, Brendt Wohlberg, Hamid Krim, Liyi Dai:
Pansharpening via coupled triple factorization dictionary learning. ICASSP 2016: 1234-1237 - [c8]Wen Tang, Ives Rey-Otero, Hamid Krim, Liyi Dai:
Analysis dictionary learning for scene classification. SSP 2016: 1-5 - [i3]Shahin Mahdizadehaghdam, Han Wang, Hamid Krim, Liyi Dai:
Information Diffusion of Topic Propagation in Social Media. CoRR abs/1602.04854 (2016) - 2015
- [j18]Liyi Dai:
Sensitivity Analysis of Compressive Sensing Solutions. Frontiers Robotics AI 2: 16 (2015) - [c7]Frederick D. Gregory, Liyi Dai:
Multisensory Information Processing for Enhanced Human-Machine Symbiosis. HCI (4) 2015: 354-365 - [c6]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: 3781-3785 - 2014
- [j17]Jin Tan, Dror Baron, Liyi Dai:
Wiener Filters in Gaussian Mixture Signal Estimation With \(\ell _\infty \) -Norm Error. IEEE Trans. Inf. Theory 60(10): 6626-6635 (2014) - [c5]Jin Tan, Dror Baron, Liyi Dai:
Signal estimation with low infinity-norm error by minimizing the mean p-norm error. CISS 2014: 1-5 - [i2]Jin Tan, Dror Baron, Liyi Dai:
Wiener Filters in Gaussian Mixture Signal Estimation with Infinity-Norm Error. CoRR abs/1405.4345 (2014) - 2013
- [i1]Jin Tan, Dror Baron, Liyi Dai:
Mixture Gaussian Signal Estimation with L_infty Error Metric. CoRR abs/1304.6000 (2013)
2000 – 2009
- 2001
- [j16]Liyi Dai:
Introduction to discrete event systems [Book Review]. IEEE Trans. Autom. Control. 46(2): 353-354 (2001) - [c4]Raja Mitra, Tzyh Jong Tarn, Liyi Dai:
Stability results for switched linear systems. ACC 2001: 1884-1889 - 2000
- [j15]Yu-Chi Ho, Christos G. Cassandras, Chun-Hung Chen, Liyi Dai:
Ordinal optimisation and simulation. J. Oper. Res. Soc. 51(4): 490-500 (2000) - [j14]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): 588-591 (2000) - [j13]Liyi Dai:
Perturbation analysis via coupling. IEEE Trans. Autom. Control. 45(4): 614-628 (2000)
1990 – 1999
- 1999
- [j12]Liyi Dai, Jeffrey E. Wieselthier:
Alignment Properties in Ordinal Comparison of Discrete Event Dynamic Systems. Discret. Event Dyn. Syst. 9(3): 261-284 (1999) - [j11]Chun-Hung Chen, S. David Wu, Liyi Dai:
Ordinal comparison of heuristic algorithms using stochastic optimization. IEEE Trans. Robotics Autom. 15(1): 44-56 (1999) - 1998
- [j10]Liyi Dai:
Conditional Monte Carlo-Gradient Estimation And Optimization Applications[Book Reviews]. IEEE Trans. Autom. Control. 43(3): 450-451 (1998) - [j9]Liyi Dai:
Performance bounds for nonhomogeneous queues. IEEE Trans. Autom. Control. 43(5): 700-705 (1998) - [j8]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): 881-900 (1998) - [c3]Chun-Hung Chen, Yu Yuan, Hsiao-Chang Chen, Enver Yücesan, Liyi Dai:
Computing Budget Allocation for Simulation Experiments with Different System Structure. WSC 1998: 735-742 - 1997
- [j7]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): 731-751 (1997) - [c2]Hsiao-Chang Chen, Chun-Hung Chen, Liyi Dai, Enver Yücesan:
New Development of Optimal Computing Budget Allocation for Discrete Event Simulation. WSC 1997: 334-341 - 1996
- [j6]Wei Lin, Liyi Dai:
Solutions to the output regulation problem of linear singular systems. Autom. 32(12): 1713-1718 (1996) - [j5]Liyi Dai, Xiuli Chao:
Comparing single-server loss systems in random environment. IEEE Trans. Autom. Control. 41(7): 1079-1083 (1996) - [c1]Chun-Hung Chen, Hsiao-Chang Chen, Liyi Dai:
A Gradient Approach for Smartly Allocating Computing Budget for Discrete Event Simulation. WSC 1996: 398-405 - 1995
- [j4]Liyi Dai, Yu-Chi Ho:
On derivative estimation of single-server queues via structural infinitesimal perturbation analysis. Discret. Event Dyn. Syst. 5(1): 5-32 (1995) - [j3]Liyi Dai, Yu-Chi Ho:
Structural infinitesimal perturbation analysis (SIPA) for derivative estimation of discrete-event dynamic systems. IEEE Trans. Autom. Control. 40(7): 1154-1166 (1995) - 1992
- [j2]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): 99-120 (1992)
1980 – 1989
- 1989
- [b1]Liyi Dai:
Singular Control Systems. Lecture Notes in Control and Information Sciences 118, Springer 1989, ISBN 978-3-540-50724-6, pp. 1-301 - [j1]Liyi Dai:
Strong Decoupling in Singular Systems. Math. Syst. Theory 22(4): 275-289 (1989)
Coauthor Index
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