Tianyu Li

Affiliations:
  • Samsung Electronics, Canada
  • University of Montreal, Montreal Institute for Learning Algorithms (MILA), Montreal, Canada
  • McGill University, School of Computer Science, Montreal, Canada


According to our database1, Tianyu Li authored at least 10 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Connecting weighted automata, tensor networks and recurrent neural networks through spectral learning.
Mach. Learn., May, 2024

Hallucination Detection and Hallucination Mitigation: An Investigation.
CoRR, 2024

2022
Low-Rank Representation of Reinforcement Learning Policies.
J. Artif. Intell. Res., 2022

Sequential Density Estimation via NCWFAs Sequential Density Estimation via Nonlinear Continuous Weighted Finite Automata.
CoRR, 2022

Traffic Scenario Clustering and Load Balancing with Distilled Reinforcement Learning Policies.
Proceedings of the IEEE International Conference on Communications, 2022

2020
Provably efficient reconstruction of policy networks.
CoRR, 2020

Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
Connecting Weighted Automata and Recurrent Neural Networks through Spectral Learning.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018
Nonlinear Weighted Finite Automata.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017
Neural Network Based Nonlinear Weighted Finite Automata.
CoRR, 2017


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