Shen Yan

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

Bibliography

2026
AirZoo: A Unified Large-Scale Dataset for Grounding Aerial Geometric 3D Vision.
CoRR, April, 2026

TPH-SMOTE: A tri-process heuristic oversampling approach integrating SMOTE and whale optimization for imbalanced binary classification.
Expert Syst. Appl., 2026

ViGG: Robust RGB-D Point Cloud Registration using Visual-Geometric Mutual Guidance.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

MegaScale-Omni: A Hyper-Scale, Workload-Resilient System for MultiModal LLM Training in Production.
Proceedings of the 21st European Conference on Computer Systems, 2026

2025
Understanding and Harnessing Sparsity in Unified Multimodal Models.
CoRR, December, 2025

Visual Spatial Tuning.
CoRR, November, 2025

When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought.
CoRR, November, 2025

Parallel Loop Transformer for Efficient Test-Time Computation Scaling.
CoRR, October, 2025

Model Merging in Pre-training of Large Language Models.
CoRR, May, 2025

Efficient Pretraining Length Scaling.
CoRR, April, 2025

SparseFocus: Learning-based One-shot Autofocus for Microscopy with Sparse Content.
CoRR, February, 2025

Compact-sparse prototype calibration network for few-shot continual fault diagnosis of rotating machinery.
Eng. Appl. Artif. Intell., 2025

MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency.
Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024
BO-SMOTE: A Novel Bayesian-Optimization-Based Synthetic Minority Oversampling Technique.
IEEE Trans. Syst. Man Cybern. Syst., April, 2024

Multiscale information enhanced spatial-temporal graph convolutional network for multivariate traffic flow forecasting via magnifying perceptual scope.
Eng. Appl. Artif. Intell., 2024

PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter.
CoRR, 2024

High-Dimensional Sequential Testing of Multiple Hypotheses.
Proceedings of the IEEE Information Theory Workshop, 2024

Risk Analysis and Protection Suggestions for Artificial Intelligence Data Security.
Proceedings of the 9th IEEE International Conference on Data Science in Cyberspace, 2024

2023
Guest Editorial: Ubiquitous Intelligence for Internet of Vehicles.
IEEE Internet Things Mag., September, 2023

Soft Augmentation for Image Classification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Service function path selection methods for multi-layer satellite networks.
Peer-to-Peer Netw. Appl., 2022

A Deep Learning-Based Object Detection Scheme by Improving YOLOv5 for Sprouted Potatoes Datasets.
IEEE Access, 2022


2021
MimicNet: fast performance estimates for data center networks with machine learning.
Proceedings of the ACM SIGCOMM 2021 Conference, Virtual Event, USA, August 23-27, 2021., 2021

NAS-Bench-x11 and the Power of Learning Curves.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021


2020
Improve Unsupervised Domain Adaptation with Mixup Training.
CoRR, 2020

Self-supervised Visual Feature Learning and Classification Framework: Based on Contrastive Learning.
Proceedings of the 16th International Conference on Control, 2020

2019
Unsupervised Visual Representation Learning with Increasing Object Shape Bias.
CoRR, 2019

Dynamic Modeling of Robot Fish Based on Experiment.
Proceedings of the 2019 4th International Conference on Automation, 2019

2018
\(H_{\infty }\) Static Output Control of Discrete-Time Networked Control Systems with an Event-Triggered Scheme.
Circuits Syst. Signal Process., 2018

Word-based Domain Adaptation for Neural Machine Translation.
Proceedings of the 15th International Conference on Spoken Language Translation, 2018

2017
H<sub>∞</sub> control of Markov jump systems with time-varying delay and incomplete transition probabilities.
Appl. Math. Comput., 2017

Binary hashing using siamese neural networks.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

H∞ control of Markov jump LPV systems for a four degree-of-freedom active magnetic bearing system.
Proceedings of the 5th International Conference on Control, Mechatronics and Automation, 2017

Deep fisher faces.
Proceedings of the British Machine Vision Conference 2017, 2017

2012
Efficient Selection of a Set of Good Enough Designs With Complexity Preference.
IEEE Trans Autom. Sci. Eng., 2012

The optional routing optimization strategy of Distributed Mobility Management.
Proceedings of the 2nd IEEE International Conference on Cloud Computing and Intelligence Systems, 2012

2010
Efficient simulation budget allocation for selecting the best set of simplest good enough designs.
Proceedings of the 2010 Winter Simulation Conference, 2010


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