Yuchao Li

Anders Rantzer

IEEE Trans. Autom. Control., December, 2024

DSNet: Double Strand Robotic Grasp Detection Network Based on Cross Attention.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., May, 2024

Liebig's law of the minimum in the TGF-β/SMAD pathway.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2024

Superior Computer Chess with Model Predictive Control, Reinforcement Learning, and Rollout.

[BibT_eX]

[DOI]

Atharva Gundawar

Dimitri P. Bertsekas

CoRR, 2024

Distributed Charging Coordination for Electric Trucks under Limited Facilities and Travel Uncertainties.

[BibT_eX]

[DOI]

Ting Bai

CoRR, 2024

An Approximate Dynamic Programming Framework for Occlusion-Robust Multi-Object Tracking.

[BibT_eX]

[DOI]

CoRR, 2024

Most Likely Sequence Generation for n-Grams, Transformers, HMMs, and Markov Chains, by Using Rollout Algorithms.

[BibT_eX]

[DOI]

Dimitri P. Bertsekas

CoRR, 2024

Distributed Charging Coordination of Electric Trucks with Limited Charging Resources.

[BibT_eX]

[DOI]

Ting Bai

Proceedings of the European Control Conference, 2024

2023

1xN Pattern for Pruning Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Flash-LLM: Enabling Low-Cost and Highly-Efficient Large Generative Model Inference With Unstructured Sparsity.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Rollout-Based Charging Strategy for Electric Trucks With Hours-of-Service Regulations.

[BibT_eX]

[DOI]

Ting Bai

IEEE Control. Syst. Lett., 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Dynamic Programming for Positive Linear Systems with Linear Costs.

[BibT_eX]

[DOI]

Alejandro Penacho Riveiros

CoRR, 2023

Automatic Network Pruning via Hilbert-Schmidt Independence Criterion Lasso under Information Bottleneck Principle.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Multiagent Rollout with Reshuffling for Warehouse Robots Path Planning.

[BibT_eX]

[DOI]

William Emanuelsson

CoRR, 2022

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

[BibT_eX]

[DOI]

Aren Karapetyan

John Lygeros

CoRR, 2022

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

[BibT_eX]

[DOI]

Hanxiao Liu

Lihua Xie

Autom., 2022

Research on Object Panoramic 3D Point Cloud Reconstruction System Based on Structure From Motion.

[BibT_eX]

[DOI]

IEEE Access, 2022

Two Heuristic Algorithms for the Minimum Weighted Connected Vertex Cover Problem Under Greedy Strategy.

[BibT_eX]

[DOI]

IEEE Access, 2022

Parameter-Efficient Sparsity for Large Language Models Fine-Tuning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Application of Robotic Process Automation Combined with Chinese Grammatical Error Detection.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Algorithms, Computing and Systems, 2022

2021

An Information Theory-inspired Strategy for Automatic Network Pruning.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

1×N Block Pattern for Network Sparsity.

[BibT_eX]

[DOI]

CoRR, 2021

Data-driven Rollout for Deterministic Optimal Control.

[BibT_eX]

[DOI]

CoRR, 2021

Analysis and Optimization of Thermal Matching between Multi-core Connector and Encapsulated Aluminum Shell.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Integrated Circuits, 2021

Towards Compact CNNs via Collaborative Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Data-driven Rollout for Deterministic Optimal Control.

[BibT_eX]

[DOI]

Dimitri P. Bertsekas

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

Toward Compact ConvNets via Structure-Sparsity Regularized Filter Pruning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

PAMS: Quantized Super-Resolution via Parameterized Max Scale.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Lambda-Policy Iteration with Randomization for Contractive Models with Infinite Policies: Well-Posedness and Convergence.

[BibT_eX]

[DOI]

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

Interpretable Neural Network Decoupling.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Reinforcement Learning Based Approach for Flip Attack Detection.

[BibT_eX]

[DOI]

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

The connected vertex cover problem in k-regular graphs.

[BibT_eX]

[DOI]

Wei Wang

Zishen Yang

J. Comb. Optim., 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Dynamic Neural Network Decoupling.

[BibT_eX]

[DOI]

CoRR, 2019

Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning.

[BibT_eX]

[DOI]

CoRR, 2019

Design and Formal Verification of a Safe Stop Supervisor for an Automated Vehicle*.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 17th European Control Conference, 2019

Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Accelerating Convolutional Networks via Global & Dynamic Filter Pruning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Zishen Yang

Wei Wang

Appl. Math. Comput., 2017

Toward Automatic Review of Bridge Template Turnover Based on Building Information Modeling.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2016

2015

On the number of 5-matchings in boron-nitrogen fullerene graphs.

[BibT_eX]

Junfeng Du

Jianhua Tu

Ars Comb., 2015

Social Relation Based Long-Term Vaccine Distribution Planning to Suppress Pandemic.

[BibT_eX]

[DOI]

Proceedings of the Computational Social Networks - 4th International Conference, 2015

Toward Automatic Calculation of Construction Quantity Based on Building Information Modeling.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Computational Intelligence and Security, 2015

2014

A 2-approximation algorithm for the vertex cover P4 problem in cubic graphs.

[BibT_eX]

[DOI]