Haoyu Ma

Orcid: 0000-0001-6646-2644

According to our database1, Haoyu Ma authored at least 73 papers between 2013 and 2024.

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Bibliography

2024
I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

Multi-Resolution Model Compression for Deep Neural Networks: A Variational Bayesian Approach.
IEEE Trans. Signal Process., 2024

Exploit the Best of Both End-to-End and Map-Based Methods for Multi-Focus Image Fusion.
IEEE Trans. Multim., 2024

Medical image registration via neural fields.
Medical Image Anal., 2024

AFTer-SAM: Adapting SAM with Axial Fusion Transformer for Medical Imaging Segmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Label distribution learning for scene text detection.
Frontiers Comput. Sci., December, 2023

Communication-Efficient Federated Multitask Learning Over Wireless Networks.
IEEE Internet Things J., 2023

MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers.
CoRR, 2023

Instance Tracking in 3D Scenes from Egocentric Videos.
CoRR, 2023

Harmony World Models: Boosting Sample Efficiency for Model-based Reinforcement Learning.
CoRR, 2023

Light Field Diffusion for Single-View Novel View Synthesis.
CoRR, 2023

Hybrid-CSR: Coupling Explicit and Implicit Shape Representation for Cortical Surface Reconstruction.
CoRR, 2023

Representation Recovering for Self-Supervised Pre-training on Medical Images.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Diffeomorphic Image Registration with Neural Velocity Field.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Bi-tuning: Efficient Transfer from Pre-trained Models.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Localized Region Contrast for Enhancing Self-supervised Learning in Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

OPDN: Omnidirectional Position-aware Deformable Network for Omnidirectional Image Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Hybrid Transformer and CNN Attention Network for Stereo Image Super-resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


TypeSqueezer: When Static Recovery of Function Signatures for Binary Executables Meets Dynamic Analysis.
Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Structure-aware Meta-fusion for Image Super-resolution.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Defocus Image Deblurring Network With Defocus Map Estimation as Auxiliary Task.
IEEE Trans. Image Process., 2022

On the Effectiveness of Using Graphics Interrupt as a Side Channel for User Behavior Snooping.
IEEE Trans. Dependable Secur. Comput., 2022

Active Warden Attack: On the (In)Effectiveness of Android App Repackage-Proofing.
IEEE Trans. Dependable Secur. Comput., 2022

Secure Repackage-Proofing Framework for Android Apps Using Collatz Conjecture.
IEEE Trans. Dependable Secur. Comput., 2022

VAQF: Fully Automatic Software-hardware Co-design Framework for Low-bit Vision Transformer.
CoRR, 2022

AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

An enhanced MinHash encryption scheme for encrypted deduplication.
Proceedings of the IEEE International Conference on Trust, 2022

Secure Deduplication Against Frequency Analysis Attacks.
Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022

Training Your Sparse Neural Network Better with Any Mask.
Proceedings of the International Conference on Machine Learning, 2022

Feature Pyramid Boosting Network for Rendering Natural Bokeh.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Sparsity Winning Twice: Better Robust Generalization from More Efficient Training.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization.
Proceedings of the 32nd International Conference on Field-Programmable Logic and Applications, 2022

PPT: Token-Pruned Pose Transformer for Monocular and Multi-view Human Pose Estimation.
Proceedings of the Computer Vision - ECCV 2022, 2022

Identity-Aware Hand Mesh Estimation and Personalization from RGB Images.
Proceedings of the Computer Vision - ECCV 2022, 2022

FPGA-aware automatic acceleration framework for vision transformer with mixed-scheme quantization: late breaking results.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022


EI-CLIP: Entity-aware Interventional Contrastive Learning for E-commerce Cross-modal Retrieval.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Deep-Learning-Based App Sensitive Behavior Surveillance for Android Powered Cyber-Physical Systems.
IEEE Trans. Ind. Informatics, 2021

Over-the-Air Aggregation for Federated Learning: Waveform Superposition and Prototype Validation.
J. Commun. Inf. Networks, 2021

Good Students Play Big Lottery Better.
CoRR, 2021

PD-Net: Quantitative Motor Function Evaluation for Parkinson's Disease via Automated Hand Gesture Analysis.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

EFRNet: A Lightweight Network with Efficient Feature Fusion and Refinement for Real-Time Semantic Segmentation.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Disparity Estimation with Scene Depth Cues.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Undistillable: Making A Nasty Teacher That CANNOT teach students.
Proceedings of the 9th International Conference on Learning Representations, 2021

SGE NET: Video Object Detection with Squeezed GRU and Information Entropy Map.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Coarse-To-Fine Domain Adaptive Semantic Segmentation With Photometric Alignment and Category-Center Regularization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Reliability Distribution of Planetary Transmission Mechanism Based on Interval Analysis Theory.
Proceedings of the CAA Symposium on Fault Detection, 2021

TransFusion: Cross-view Fusion with Transformer for 3D Human Pose Estimation.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
An α-Matte Boundary Defocus Model-Based Cascaded Network for Multi-Focus Image Fusion.
IEEE Trans. Image Process., 2020

Real-MFF: A large realistic multi-focus image dataset with ground truth.
Pattern Recognit. Lett., 2020

Real-MFF Dataset: A Large Realistic Multi-focus Image Dataset with Ground Truth.
CoRR, 2020

Rotation-invariant Mixed Graphical Model Network for 2D Hand Pose Estimation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Walls Have Ears: Eavesdropping User Behaviors via Graphics-Interrupt-Based Side Channel.
Proceedings of the Information Security - 23rd International Conference, 2020

Two-Stage Adaptive Object Scene Flow Using Hybrid CNN-CRF Model.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019
Xmark: Dynamic Software Watermarking Using Collatz Conjecture.
IEEE Trans. Inf. Forensics Secur., 2019

An α-Matte Boundary Defocus Model Based Cascaded Network for Multi-focus Image Fusion.
CoRR, 2019

Automatic Color Sketch Generation Using Deep Style Transfer.
IEEE Computer Graphics and Applications, 2019

Boundary Aware Multi-focus Image Fusion Using Deep Neural Network.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Adaptive Graphical Model Network for 2D Handpose Estimation.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Multi-Session Parcellation of the Human Brain Using Resting-State fMRI.
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018

2016
Integrated Software Fingerprinting via Neural-Network-Based Control Flow Obfuscation.
IEEE Trans. Inf. Forensics Secur., 2016

Generalized Format-Preserving Encryption for Character Data.
Proceedings of the Cloud Computing, Security, Privacy in New Computing Environments, 2016

2015
Software Watermarking using Return-Oriented Programming.
Proceedings of the 10th ACM Symposium on Information, 2015

2014
Control Flow Obfuscation Using Neural Network to Fight Concolic Testing.
Proceedings of the International Conference on Security and Privacy in Communication Networks, 2014

2013
Secure Storage and Fuzzy Query over Encrypted Databases.
Proceedings of the Network and System Security - 7th International Conference, 2013


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