Yuchao Li

Orcid: 0000-0002-1857-2301

According to our database1, Yuchao Li authored at least 43 papers between 2013 and 2023.

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Bibliography

2023
1xN Pattern for Pruning Convolutional Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Flash-LLM: Enabling Low-Cost and Highly-Efficient Large Generative Model Inference With Unstructured Sparsity.
Proc. VLDB Endow., 2023

Rollout-Based Charging Strategy for Electric Trucks With Hours-of-Service Regulations.
IEEE Control. Syst. Lett., 2023

Distributed Charging Coordination of Electric Trucks with Limited Charging Resources.
CoRR, 2023

Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity.
CoRR, 2023

Dynamic Programming for Positive Linear Systems with Linear Costs.
CoRR, 2023

Automatic Network Pruning via Hilbert-Schmidt Independence Criterion Lasso under Information Bottleneck Principle.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Multiagent Rollout with Reshuffling for Warehouse Robots Path Planning.
CoRR, 2022

Performance Bounds of Model Predictive Control for Unconstrained and Constrained Linear Quadratic Problems and Beyond.
CoRR, 2022

Rollout approach to sensor scheduling for remote state estimation under integrity attack.
Autom., 2022

Research on Object Panoramic 3D Point Cloud Reconstruction System Based on Structure From Motion.
IEEE Access, 2022

Two Heuristic Algorithms for the Minimum Weighted Connected Vertex Cover Problem Under Greedy Strategy.
IEEE Access, 2022

Parameter-Efficient Sparsity for Large Language Models Fine-Tuning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Application of Robotic Process Automation Combined with Chinese Grammatical Error Detection.
Proceedings of the 6th International Conference on Algorithms, Computing and Systems, 2022

2021
An Information Theory-inspired Strategy for Automatic Network Pruning.
CoRR, 2021

You Only Compress Once: Towards Effective and Elastic BERT Compression via Exploit-Explore Stochastic Nature Gradient.
CoRR, 2021

1×N Block Pattern for Network Sparsity.
CoRR, 2021

Data-driven Rollout for Deterministic Optimal Control.
CoRR, 2021

Analysis and Optimization of Thermal Matching between Multi-core Connector and Encapsulated Aluminum Shell.
Proceedings of the 2021 IEEE International Conference on Integrated Circuits, 2021

Towards Compact CNNs via Collaborative Compression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Data-driven Rollout for Deterministic Optimal Control.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020
Toward Compact ConvNets via Structure-Sparsity Regularized Filter Pruning.
IEEE Trans. Neural Networks Learn. Syst., 2020

PAMS: Quantized Super-Resolution via Parameterized Max Scale.
CoRR, 2020

INT8 Winograd Acceleration for Conv1D Equipped ASR Models Deployed on Mobile Devices.
CoRR, 2020

Lambda-Policy Iteration with Randomization for Contractive Models with Infinite Policies: Well-Posedness and Convergence.
Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

Interpretable Neural Network Decoupling.
Proceedings of the Computer Vision - ECCV 2020, 2020

Reinforcement Learning Based Approach for Flip Attack Detection.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019
The connected vertex cover problem in k-regular graphs.
J. Comb. Optim., 2019

Lambda-Policy Iteration with Randomization for Contractive Models with Infinite Policies: Well-Posedness and Convergence (Extended Version).
CoRR, 2019

Dynamic Neural Network Decoupling.
CoRR, 2019

Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning.
CoRR, 2019

Design and Formal Verification of a Safe Stop Supervisor for an Automated Vehicle<sup>*</sup>.
Proceedings of the International Conference on Robotics and Automation, 2019

A hierarchical control system for smart parking lots with automated vehicles: Improve efficiency by leveraging prediction of human drivers.
Proceedings of the 17th European Control Conference, 2019

Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Accelerating Convolutional Networks via Global & Dynamic Filter Pruning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017
Complexity and algorithms for the connected vertex cover problem in 4-regular graphs.
Appl. Math. Comput., 2017

Toward Automatic Review of Bridge Template Turnover Based on Building Information Modeling.
Proceedings of the 13th International Conference on Computational Intelligence and Security, 2017

2016
A geometric programming approach to the optimization of mechatronic systems in early design stages.
Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2016

2015
On the number of 5-matchings in boron-nitrogen fullerene graphs.
Ars Comb., 2015

Social Relation Based Long-Term Vaccine Distribution Planning to Suppress Pandemic.
Proceedings of the Computational Social Networks - 4th International Conference, 2015

Toward Automatic Calculation of Construction Quantity Based on Building Information Modeling.
Proceedings of the 11th International Conference on Computational Intelligence and Security, 2015

2014
A 2-approximation algorithm for the vertex cover <i>P</i><sub>4</sub> problem in cubic graphs.
Int. J. Comput. Math., 2014

2013
Linc2GO: a human LincRNA function annotation resource based on ceRNA hypothesis.
Bioinform., 2013


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