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ORCIDTianyu Li 0008
Person information
- affiliation: Samsung Electronics, Canada
- affiliation: University of Montreal, Montreal Institute for Learning Algorithms (MILA), Montreal, Canada
- affiliation: McGill University, School of Computer Science, Montreal, Canada
Other persons with the same name
- Tianyu Li — disambiguation page
- Tianyu Li 0001
![[0000-0003-2531-8253]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0003-2531-8253")
— MIT CSAIL, Cambridge, MA, USA - Tianyu Li 0002 — Delft University of Technology, The Netherlands
- Tianyu Li 0003 — University of Electronic Science and Technology of China, School of Computer Science and Engineering, Center for Future Media, Chengdu, China (and 1 more)
- Tianyu Li 0004 — Fudan University, Shanghai, China (and 1 more)
- Tianyu Li 0005 — Georgia Institute of Technology, School of Interactive Computing, Atlanta, GA, USA
- Tianyu Li 0006 — University of Pennsylvania, Department of Mechanical Engineering, General Robotics, Automation, Sensing & Perception (GRASP) Lab, Philadelphia, PA, USA
- Tianyu Li 0007 — Alibaba Inc., Hangzhou, China (and 1 more)
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2020 – today
- 2024
[j2]Tianyu Li, Doina Precup, Guillaume Rabusseau:
Connecting weighted automata, tensor networks and recurrent neural networks through spectral learning. Mach. Learn. 113(5): 2619-2653 (2024)- [i7]Junliang Luo, Tianyu Li, Di Wu, Michael Jenkin, Steve Liu, Gregory Dudek:
Hallucination Detection and Hallucination Mitigation: An Investigation. CoRR abs/2401.08358 (2024) - 2022
- [j1]Bogdan Mazoure, Thang Doan, Tianyu Li, Vladimir Makarenkov, Joelle Pineau, Doina Precup, Guillaume Rabusseau:
Low-Rank Representation of Reinforcement Learning Policies. J. Artif. Intell. Res. 75: 597-636 (2022) - [c4]Jimmy Li, Di Wu, Yi Tian Xu, Tianyu Li, Seowoo Jang, Xue Liu, Gregory Dudek:
Traffic Scenario Clustering and Load Balancing with Distilled Reinforcement Learning Policies. ICC 2022: 1536-1541 - [i6]Tianyu Li, Bogdan Mazoure, Guillaume Rabusseau:
Sequential Density Estimation via NCWFAs Sequential Density Estimation via Nonlinear Continuous Weighted Finite Automata. CoRR abs/2206.03923 (2022) - 2020
- [c3]Tianyu Li, Bogdan Mazoure, Doina Precup, Guillaume Rabusseau:
Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning. AISTATS 2020: 2852-2862 - [i5]Bogdan Mazoure, Thang Doan, Tianyu Li, Vladimir Makarenkov, Joelle Pineau, Doina Precup, Guillaume Rabusseau:
Provably efficient reconstruction of policy networks. CoRR abs/2002.02863 (2020) - [i4]Tianyu Li, Doina Precup, Guillaume Rabusseau:
Connecting Weighted Automata, Tensor Networks and Recurrent Neural Networks through Spectral Learning. CoRR abs/2010.10029 (2020)
2010 – 2019
- 2019
- [c2]Guillaume Rabusseau, Tianyu Li, Doina Precup:
Connecting Weighted Automata and Recurrent Neural Networks through Spectral Learning. AISTATS 2019: 1630-1639 - [i3]Tianyu Li, Bogdan Mazoure, Doina Precup, Guillaume Rabusseau:
Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning. CoRR abs/1911.05010 (2019) - 2018
- [c1]Tianyu Li, Guillaume Rabusseau, Doina Precup:
Nonlinear Weighted Finite Automata. AISTATS 2018: 679-688 - [i2]Guillaume Rabusseau, Tianyu Li, Doina Precup:
Connecting Weighted Automata and Recurrent Neural Networks through Spectral Learning. CoRR abs/1807.01406 (2018) - 2017
- [i1]Tianyu Li, Guillaume Rabusseau, Doina Precup:
Neural Network Based Nonlinear Weighted Finite Automata. CoRR abs/1709.04380 (2017)
Coauthor Index
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