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Yuping Luo

Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees
2018 · Luo, Yuping, Xu, Huazhe, et al. · arXiv (Cornell University) · 192
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Implicit Regularization in Deep Matrix Factorization
2019 · Arora, Sanjeev, Cohen, Nadav, et al. · arXiv (Cornell University) · 185
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Towards Resolving the Implicit Bias of Gradient Descent for Matrix Factorization: Greedy Low-Rank Learning
2020 · Li, Zhiyuan, Luo, Yuping, et al. · arXiv (Cornell University) · 84
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Provably Efficient $Q$-learning with Function Approximation via Distribution Shift Error Checking Oracle
2019 · Du, Simon S., Luo, Yuping, et al. · arXiv (Cornell University) · 48
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Learning online alignments with continuous rewards policy gradient
2017 · Yuping Luo, Chung-Cheng Chiu, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 43
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Towards Learning to Play Piano with Dexterous Hands and Touch
2022 · Huazhe Xu, Yuping Luo, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 34
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MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings
2026 · Haonan Chen, Hong Liu, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 29
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Provable Representation Learning for Imitation Learning via Bi-level Optimization
2020 · Arora, Sanjeev, Du, Simon S., et al. · arXiv (Cornell University) · 24
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Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-time Violations
2021 · Luo, Yuping, Ma, Tengyu · arXiv (Cornell University) · 21
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SPPformer: A transformer-based model with a sparse attention mechanism for comprehensive and interpretable ship price analysis
2025 · Wenyang Wang, Yuping Luo, et al. · Transportation Research Part E Logistics and Transportation Review · 17
Automatic protocol reverse engineering using grammatical inference
2017 · Ming-Ming Xiao, Yu-Ping Luo · Journal of Intelligent & Fuzzy Systems · 16
A novel forecasting framework leveraging large language model and machine learning for methanol price
2025 · Wenyang Wang, Yuping Luo, et al. · Energy · 10
An approach to smooth fundamental frequencies in tone recognition
2002 · Liu Jun, Xiaoyan Zhu, et al. · IEEE International Conference on Communication Technology (ICCT) · 9
Learning Self-Correctable Policies and Value Functions from Demonstrations with Negative Sampling
2019 · Luo, Yuping, Xu, Huazhe, et al. · arXiv (Cornell University) · 8
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An online sequence-to-sequence model for noisy speech recognition
2017 · Chiu, Chung-Cheng, Lawson, Dieterich, et al. · arXiv (Cornell University) · 8
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A transformer-based model for predicting and analyzing light olefin yields in methanol-to-olefins process
2025 · Yuping Luo, Wenyang Wang, et al. · Chinese Journal of Chemical Engineering · 6
Reliability-Based and QoS-Aware Service Redundancy Backup Method in IoT-Based Smart Grid
2019 · Yunmei Luo, Yuping Luo, et al. · Lecture notes in computer science · 5
Hardware Platform of Gas Density Monitor System Based on Wireless Sensor Network
2007 · Yuping Luo · Chuangan jishu xuebao · 4
On the Expressivity of Neural Networks for Deep Reinforcement Learning
2019 · Dong, Kefan, Luo, Yuping, et al. · arXiv (Cornell University) · 3
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An Optimal Scheduling Strategy for Wireless Resources based on Network Slicing
2019 · Yuping Luo, Xueping Ye, et al. · IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC) · 2
Bootstrapping the Expressivity with Model-based Planning
2019 · Kefan Dong, Yuping Luo, et al. · arXiv (Cornell University) · 2
Research on 3D Reconstruction Algorithm of small Crops based on multi-view Geometry
2024 · Haiman Wang, Mingming Xiao, et al. · Journal of Physics Conference Series · 1
Video Object Contour Tracking Using Improved Dual-Front Active Contour
2006 · Qihe Li, Yuping Luo, et al. · Lecture notes in computer science · 1
State duration-based segmental probability model
2002 · Bin Jia, Xiaoyan Zhu, et al. · IEEE International Conference on Communication Technology (ICCT) · 1
Policy-Aware AI for Robust Forecasting of Global Maritime Fuel Markets
2026 · Yuping Luo, Wenyang Wang, et al. · Transport Policy
Works count: 32
Citation count: 753
H-index: 11
I10-index: 12
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