Yuzhe Yang

Orcid: 0000-0002-7634-8295

According to our database1, Yuzhe Yang authored at least 57 papers between 2017 and 2024.

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Bibliography

2024
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment.
IEEE Trans. Multim., 2024

Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium.
CoRR, 2024

Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging.
CoRR, 2024

AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception.
CoRR, 2024

BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Image Aesthetics Assessment With Attribute-Assisted Multimodal Memory Network.
IEEE Trans. Circuits Syst. Video Technol., December, 2023

Theme-Aware Visual Attribute Reasoning for Image Aesthetics Assessment.
IEEE Trans. Circuits Syst. Video Technol., September, 2023

Anchor-based knowledge embedding for image aesthetics assessment.
Neurocomputing, June, 2023

Knowledge-Guided Blind Image Quality Assessment With Few Training Samples.
IEEE Trans. Multim., 2023

Explainable and Generalizable Blind Image Quality Assessment via Semantic Attribute Reasoning.
IEEE Trans. Multim., 2023

The Limits of Fair Medical Imaging AI In The Wild.
CoRR, 2023

Training Robust Deep Physiological Measurement Models with Synthetic Video-based Data.
CoRR, 2023

u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model.
CoRR, 2023

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge.
CoRR, 2023

CLIP Brings Better Features to Visual Aesthetics Learners.
CoRR, 2023

BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements.
CoRR, 2023

Technical Quality-Assisted Image Aesthetics Quality Assessment.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Rank-N-Contrast: Learning Continuous Representations for Regression.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

AesCLIP: Multi-Attribute Contrastive Learning for Image Aesthetics Assessment.
Proceedings of the 31st ACM International Conference on Multimedia, 2023


Change is Hard: A Closer Look at Subpopulation Shift.
Proceedings of the International Conference on Machine Learning, 2023

Attribute-assisted Multimodal Network for Image Aesthetics Assessment.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

SimPer: Simple Self-Supervised Learning of Periodic Targets.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Mixed Sample Augmentation for Online Distillation.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Hierarchical discrepancy learning for image restoration quality assessment.
Signal Process., 2022

Learning image aesthetic subjectivity from attribute-aware relational reasoning network.
Pattern Recognit. Lett., 2022

Supervised Contrastive Regression.
CoRR, 2022

Online Distillation with Mixed Sample Augmentation.
CoRR, 2022

On Multi-Domain Long-Tailed Recognition, Generalization and Beyond.
CoRR, 2022

Domain Adaptation with Factorizable Joint Shift.
CoRR, 2022

A Novel Gesture Recognition Technique based on sEMG Armband and Leap Motion Controller.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2022

Performance Evaluation of Head-Mounted Display based Brain-Computer Interface for Virtual Robotic Arm Operation.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2022

Transductive Aesthetic Preference Propagation for Personalized Image Aesthetics Assessment.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Psychology Inspired Model for Hierarchical Image Aesthetic Attribute Prediction.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond.
Proceedings of the Computer Vision - ECCV 2022, 2022

Personalized Image Aesthetics Assessment with Rich Attributes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Targeted Supervised Contrastive Learning for Long-Tailed Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Self-Distillation from the Last Mini-Batch for Consistency Regularization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Rallying Adversarial Techniques against Deep Learning for Network Security.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Systematic Evaluation and Enhancement of Speech Recognition in Operational Medical Environments.
Proceedings of the International Joint Conference on Neural Networks, 2021

Delving into Deep Imbalanced Regression.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Blind Realistic Blur Assessment Based on Discrepancy Learning.
IEEE Trans. Circuits Syst. Video Technol., 2020

BodyCompass: Monitoring Sleep Posture with Wireless Signals.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Rethinking the Value of Labels for Improving Class-Imbalanced Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Harnessing Structures for Value-Based Planning and Reinforcement Learning.
Proceedings of the 8th International Conference on Learning Representations, 2020

When NAS Meets Robustness: In Search of Robust Architectures Against Adversarial Attacks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
UAV Aided Aerial-Ground IoT for Air Quality Sensing in Smart City: Architecture, Technologies, and Implementation.
IEEE Netw., 2019

When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks.
CoRR, 2019

Naturalness Preserved Image Aesthetic Enhancement with Perceptual Encoder Constraint.
Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

ImgSensingNet: UAV Vision Guided Aerial-Ground Air Quality Sensing System.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Real-Time Profiling of Fine-Grained Air Quality Index Distribution Using UAV Sensing.
IEEE Internet Things J., 2018

AQNet: Fine-grained 3D spatio-temporal air quality monitoring by aerial-ground WSN.
Proceedings of the IEEE INFOCOM 2018, 2018

Sensor Deployment Recommendation for 3D Fine-Grained Air Quality Monitoring Using Semi-Supervised Learning.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Optimal Trajectory Planning of Drones for 3D Mobile Sensing.
Proceedings of the IEEE Global Communications Conference, 2018

2017
Arms: A Fine-Grained 3D AQI Realtime Monitoring System by UAV.
Proceedings of the 2017 IEEE Global Communications Conference, 2017


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