We stand with Ukraine

We stand with Ukraine

Yue Niu

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Bibliography

2026

Revealing Combinatorial Reasoning of GNNs via Graph Concept Bottleneck Layer.

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CoRR, March, 2026

FBSDEs Under Nonlinear Domination-Monotonicity Conditions and Optimal Controls of Linear SDEs.

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IEEE Trans. Autom. Control., January, 2026

YOLO-DS: Fine-Grained Feature Decoupling via Dual-Statistic Synergy Operator for Object Detection.

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CoRR, January, 2026

A Probabilistic Ontology-Based Model for Multiple Aerial Target Threat Assessments in Short-Range Air Defense.

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IEEE Trans. Aerosp. Electron. Syst., 2026

Association between the platelet to white blood cell ratio and short term mortality in critically ill patients with atherosclerotic cardiovascular disease: A retrospective study and machine learning with external validation.

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Int. J. Medical Informatics, 2026

HitKV: Activation Frequency Knows Which Tokens Are Important.

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Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Supervised Learning for Analog and RF Circuit Design: Benchmarks and Comparative Insights.

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Mahdi Alesheikh

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Hamidreza Aghasi

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Salman Avestimehr

CoRR, January, 2025

Integrating Resource Analyses via Resource Decomposition.

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Proc. ACM Program. Lang., 2025

LNN-Based Low-Complexity Secure Beamforming for RIS Assisted Wireless Communication Systems.

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Proceedings of the 102nd IEEE Vehicular Technology Conference, 2025

MobiZO: Enabling Efficient LLM Fine-Tuning at the Edge via Inference Engines.

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Amir Ziashahabi

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Salman Avestimehr

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Murali Annavaram

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Power Maximization and Platform Oscillation Mitigation in Reconfigurable Floating Offshore Wind Farms<sup>*</sup>.

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Proceedings of the 2025 American Control Conference, 2025

2024

Embracing Federated Learning: Enabling Weak Client Participation via Partial Model Training.

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Salman Avestimehr

IEEE Trans. Mob. Comput., December, 2024

Decalf: A Directed, Effectful Cost-Aware Logical Framework.

[DOI]

Harrison Grodin

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Jonathan Sterling

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Proc. ACM Program. Lang., January, 2024

Edge Private Graph Neural Networks with Singular Value Perturbation.

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Salman Avestimehr

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Murali Annavaram

Proc. Priv. Enhancing Technol., 2024

Enabling Resource-Efficient On-Device Fine-Tuning of LLMs Using Only Inference Engines.

[DOI]

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Amir Ziashahabi

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Salman Avestimehr

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Murali Annavaram

CoRR, 2024

AICircuit: A Multi-Level Dataset and Benchmark for AI-Driven Analog Integrated Circuit Design.

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Mahdi Alesheikh

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Hamidreza Aghasi

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Salman Avestimehr

CoRR, 2024

Cost-sensitive computational adequacy of higher-order recursion in synthetic domain theory.

[DOI]

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Jonathan Sterling

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Proceedings of the 40th Conference on the Mathematical Foundations of Programming Semantics, 2024

ATP: Enabling Fast LLM Serving via Attention on Top Principal Keys.

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Salman Avestimehr

CoRR, 2024

Ethos: Rectifying Language Models in Orthogonal Parameter Space.

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Salman Avestimehr

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Murali Annavaram

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

RevPose: A Multi-Stage Reversible Networks for Human Pose Estimation.

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Proceedings of the International Joint Conference on Neural Networks, 2024

All Rivers Run to the Sea: Private Learning with Asymmetric Flows.

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Salman Avestimehr

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

ConvPose: A modern pure ConvNet for human pose estimation.

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Neurocomputing, August, 2023

Overcoming Resource Constraints in Federated Learning: Large Models Can Be Trained with only Weak Clients.

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Salman Avestimehr

Trans. Mach. Learn. Res., 2023

mL-BFGS: A Momentum-based L-BFGS for Distributed Large-scale Neural Network Optimization.

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Mahdi Soltanolkotabi

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Salman Avestimehr

Trans. Mach. Learn. Res., 2023

Revisiting Sparsity Hunting in Federated Learning: Why does Sparsity Consensus Matter?

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Salman Avestimehr

Trans. Mach. Learn. Res., 2023

A Metalanguage for Cost-Aware Denotational Semantics.

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Proceedings of the 38th Annual ACM/IEEE Symposium on Logic in Computer Science, 2023

Performance and Failure Cause Estimation for Machine Learning Systems in the Wild.

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Pradeep Natarajan

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Salman Avestimehr

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Prateek Singhal

Proceedings of the Computer Vision Systems: 14th International Conference, 2023

Floating Offshore Wind Farm Control via Turbine Repositioning with Aerodynamic Force<sup>*</sup>.

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Parth Prashant Lathi

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Proceedings of the American Control Conference, 2023

2022

Rolling Bearing Fault Diagnosis Based on WGWOA-VMD-SVM.

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Sensors, 2022

3LegRace: Privacy-Preserving DNN Training over TEEs and GPUs.

[DOI]

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Salman Avestimehr

Proc. Priv. Enhancing Technol., 2022

A cost-aware logical framework.

[DOI]

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Jonathan Sterling

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Harrison Grodin

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Proc. ACM Program. Lang., 2022

Federated Learning of Large Models at the Edge via Principal Sub-Model Training.

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Salman Avestimehr

CoRR, 2022

Federated Sparse Training: Lottery Aware Model Compression for Resource Constrained Edge.

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Salman Avestimehr

CoRR, 2022

2021

Joint pairwise graph embedded sparse deep belief network for fault diagnosis.

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Eng. Appl. Artif. Intell., 2021

A pairwise graph regularized constraint based on deep belief network for fault diagnosis.

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Digit. Signal Process., 2021

AsymML: An Asymmetric Decomposition Framework for Privacy-Preserving DNN Training and Inference.

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Salman Avestimehr

CoRR, 2021

A Pitman-Yor Process Self-Aggregated Topic Model for Short Texts of Social Media.

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IEEE Access, 2021

2020

Cost-Aware Type Theory.

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CoRR, 2020

2019

An accurate and powerful method for copy number variation detection.

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Christopher I. Amos

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Bioinform., 2019

2018

Automatic Space Bound Analysis for Functional Programs with Garbage Collection.

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Proceedings of the LPAR-22. 22nd International Conference on Logic for Programming, 2018

2017

modSaRa: a computationally efficient R package for CNV identification.

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Bioinform., 2017

2014

Detecting Local Communities within a Large Scale Social Network Using Mapreduce.

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Int. J. Intell. Inf. Technol., 2014

2013

A novel DC and PWM dual-mode dimming circuit for the WLED driver.

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IEICE Electron. Express, 2013

FFSB: Fast Fibonacci Series-Based personalized PageRank on MPI.

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Proceedings of the 9th International Conference on Information, 2013

2010

Sliding Mode Controller for Switching Mode Power Supply.

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Xuefang Lin-Shi

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Proceedings of the Life System Modeling and Intelligent Computing, 2010

Documents classification by using ontology reasoning and similarity measure.

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Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

2007

Selection and validation of normalization methods for c-DNA microarrays using within-array replications.

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Bioinform., 2007

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