Artificial Decision Intelligence: integrating deep learning and combinatorial optimization 

Improving machine learning algorithms via efficient data relevance discovery 

Essays on bioinformatics and social network analysis: statistical and computational methods for complex systems 

Iterative data detection: Modified message -passing algorithms and convergence 

Diploid genome reconstruction from shotgun sequencing 

Finding nuclear localization signals: A quantitative analysis 

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USC Computer Science Technical Reports, no. 782 (2003) 

The module placement problem: Analysis and NP-completeness results 

A design system to support built-in self-test of VLSI circuits using BILBO-oriented test methodologies 

etd-LiuLian-5150.pdf 

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USC Computer Science Technical Reports, no. 966 (2016) 

The evolution of scientific collaboration networks 

Data-driven aggregated fractal dynamic load modeling for early warning of voltage collapse 

Learning and control in decentralized stochastic systems 

Federated and distributed machine learning at scale: from systems to algorithms to applications 

New Lagrangian methods for constrained convex programs and their applications 

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Online learning algorithms for network optimization with unknown variables 

Addressing uncertainty during renaming using space-time contexts 

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