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Siliang Zeng
Observed name:
Zeng, Siliang
Institution:
University of Minnesota
Observed institution:
University of Minnesota
ORCID:
0009-0006-0765-5028
Observed ORCID:
0009-0006-0765-5028
OpenAlex ID:
A5111331875
When Demonstrations meet Generative World Models: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning
2023
·
Siliang Zeng
, Chenliang Li
, et al.
·
neural information processing systems
·
16
PDF
Structural Estimation of Markov Decision Processes in High-Dimensional State Space with Finite-Time Guarantees
2024
·
Siliang Zeng
, Mingyi Hong
, et al.
·
Operations Research
·
14
PDF
Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees
2022
·
Siliang Zeng
, Chenliang Li
, et al.
·
neural information processing systems
·
12
PDF
Aligning Large Language Models With Human Feedback: Mathematical foundations and algorithm design [Special Issue on the Mathematics of Deep Learning]
2026
·
Siliang Zeng
, Luca Viano
, et al.
·
IEEE Signal Processing Magazine
·
3
PDF
A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization
2022
·
Songtao Lu
, Siliang Zeng
, et al.
·
neural information processing systems
·
2
Aligning human and AI systems: framework, algorithm design and applications in large language models
2025
·
Zeng, Siliang
·
University of Minnesota Digital Conservancy (University of Minnesota)
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Works count:
9
Citation count:
57
H-index:
4
I10-index:
3
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