Siyu Huang

According to our database, Siyu Huang authored at least 76 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MTPret: Improving X-Ray Image Analytics With Multitask Pretraining.

Weibin Liao, Qingzhong Wang, Xuhong Li, Yi Liu, Zeyu Chen, Siyu Huang, Dejing Dou, Yanwu Xu, Haoyi Xiong

IEEE Trans. Artif. Intell., September, 2024

Wideband Circularly Polarization and High-Gain of a Slot Patch Array Antenna Realized by a Hybrid Metasurface.

Qiang Chen, Jun Yang, Changhui He, Di Zhang, Siyu Huang, Min Wang, Fangli Yu, Guanghua Dai

Sensors, June, 2024

Learning Gaze-aware Compositional GAN from Limited Annotations.

Nerea Aranjuelo, Siyu Huang, Ignacio Arganda-Carreras, Luis Unzueta, Oihana Otaegui, Hanspeter Pfister, Donglai Wei

Proc. ACM Comput. Graph. Interact. Tech., May, 2024

Temporal Output Discrepancy for Loss Estimation-Based Active Learning.

Siyu Huang, Tianyang Wang, Haoyi Xiong, Bihan Wen, Jun Huan, Dejing Dou

IEEE Trans. Neural Networks Learn. Syst., February, 2024

Multimodal Generalized Category Discovery.

Yuchang Su, Renping Zhou, Siyu Huang, Xingjian Li, Tianyang Wang, Ziyue Wang, Min Xu

CoRR, 2024

SoftShadow: Leveraging Penumbra-Aware Soft Masks for Shadow Removal.

Xinrui Wang, Lanqing Guo, Xiyu Wang, Siyu Huang, Bihan Wen

CoRR, 2024

EyeCLIP: A visual-language foundation model for multi-modal ophthalmic image analysis.

Danli Shi, Weiyi Zhang, Jiancheng Yang, Siyu Huang, Xiaolan Chen, Mayinuer Yusufu, Kai Jin, Shan Lin, Shunming Liu, Qing Zhang, Mingguang He

CoRR, 2024

Single-Image Shadow Removal Using Deep Learning: A Comprehensive Survey.

Lanqing Guo, Chong Wang, Yufei Wang, Yi Yu, Siyu Huang, Wenhan Yang, Alex C. Kot, Bihan Wen

CoRR, 2024

Learning Gaze-aware Compositional GAN.

Nerea Aranjuelo, Siyu Huang, Ignacio Arganda-Carreras, Luis Unzueta, Oihana Otaegui, Hanspeter Pfister, Donglai Wei

CoRR, 2024

EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging.

Danli Shi, Weiyi Zhang, Xiaolan Chen, Yexin Liu, Jiancheng Yang, Siyu Huang, Yih Chung Tham, Yingfeng Zheng, Mingguang He

CoRR, 2024

HyperXRC: Hybrid In-Person + Remote Extended Reality Classroom - A Design Study.

Siyu Huang, Voicu Popescu

Proceedings of the IEEE Conference Virtual Reality and 3D User Interfaces, 2024

Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge Guidance.

Weiyi Zhang, Siyu Huang, Jiancheng Yang, Ruoyu Chen, Zongyuan Ge, Yingfeng Zheng, Danli Shi, Mingguang He

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

S³-TTA: Scale-Style Selection for Test-Time Augmentation in Biomedical Image Segmentation.

Kangxian Xie, Siyu Huang, Sebastián Cajas Ordonez, Hanspeter Pfister, Donglai Wei

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Make a Cheap Scaling: A Self-Cascade Diffusion Model for Higher-Resolution Adaptation.

Lanqing Guo, Yingqing He, Haoxin Chen, Menghan Xia, Xiaodong Cun, Yufei Wang, Siyu Huang, Yong Zhang, Xintao Wang, Qifeng Chen, Ying Shan, Bihan Wen

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Belief Reliability Analysis of Traffic Network: An Uncertain Percolation Semi-Markov Model.

Yi Yang, Siyu Huang, Haoran Chen, Meilin Wen, Linhan Gou, Xiao Chen, Wei Liu

J. Frankl. Inst., November, 2023

Domain-Scalable Unpaired Image Translation via Latent Space Anchoring.

Siyu Huang, Jie An, Donglai Wei, Zudi Lin, Jiebo Luo, Hanspeter Pfister

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

3D Domain Adaptive Instance Segmentation via Cyclic Segmentation GANs.

Leander Lauenburg, Zudi Lin, Ruihan Zhang, Márcia dos Santos, Siyu Huang, Ignacio Arganda-Carreras, Edward S. Boyden, Hanspeter Pfister, Donglai Wei

IEEE J. Biomed. Health Informatics, August, 2023

Cross-model consensus of explanations and beyond for image classification models: an empirical study.

Xuhong Li, Haoyi Xiong, Siyu Huang, Shilei Ji, Dejing Dou

Mach. Learn., May, 2023

ShadowFormer: Global Context Helps Image Shadow Removal.

Lanqing Guo, Siyu Huang, Ding Liu, Hao Cheng, Bihan Wen

CoRR, 2023

Transformer-Based Discriminative and Strong Representation Deep Hashing for Cross-Modal Retrieval.

Suqing Zhou, Yu Han, Ning Chen, Siyu Huang, Kostromitin Konstantin Igorevich, Jia Luo, Peiying Zhang

IEEE Access, 2023

Making Your First Choice: To Address Cold Start Problem in Medical Active Learning.

Liangyu Chen, Yutong Bai, Siyu Huang, Yongyi Lu, Bihan Wen, Alan L. Yuille, Zongwei Zhou

Proceedings of the Medical Imaging with Deep Learning, 2023

ContRE: A Complementary Measure for Robustness Evaluation of Deep Networks via Contrastive Examples.

Xuhong Li, Xuanyu Wu, Linghe Kong, Xiao Zhang, Siyu Huang, Dejing Dou, Haoyi Xiong

Proceedings of the IEEE International Conference on Data Mining, 2023

QuantArt: Quantizing Image Style Transfer Towards High Visual Fidelity.

Siyu Huang, Jie An, Donglai Wei, Jiebo Luo, Hanspeter Pfister

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal.

Lanqing Guo, Chong Wang, Wenhan Yang, Siyu Huang, Yufei Wang, Hanspeter Pfister, Bihan Wen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A 1GS/s6-Core Programmable A/D Converter Array Supporting Architecture Restructuring and Multitasking.

Zhishuai Zhang, Zijie Gao, Siyu Huang, Nan Sun, Lu Jie

Proceedings of the IEEE Custom Integrated Circuits Conference, 2023

ShadowFormer: Global Context Helps Shadow Removal.

Lanqing Guo, Siyu Huang, Ding Liu, Hao Cheng, Bihan Wen

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

NucExM Dataset for Nuclei Segmentation in Expansion Microscopy.

Leander Lauenburg, Zudi Lin, Ruihan Zhang, Márcia dos Santos, Siyu Huang, Ignacio Arganda-Carreras, Edward S. Boyden, Hanspeter Pfister, Donglai Wei

Dataset, August, 2022

A Unified Framework for Bidirectional Prototype Learning From Contaminated Faces Across Heterogeneous Domains.

Meng Pang, Binghui Wang, Siyu Huang, Yiu-Ming Cheung, Bihan Wen

IEEE Trans. Inf. Forensics Secur., 2022

Spare Parts Transportation Optimization Considering Supportability Based on Uncertainty Theory.

Yi Yang, Jiaying Gu, Siyu Huang, Meilin Wen, Yong Qin, Wei Liu, Linhan Guo

Symmetry, 2022

A Joint Positioning Algorithm in Industrial IoT Environments with mm-Wave Communications.

Hua-Min Chen, Siyu Huang, Peng Wang, Tao Chen, Chao Fang, Shaofu Lin, Fan Li

Symmetry, 2022

Making Your First Choice: To Address Cold Start Problem in Vision Active Learning.

Liangyu Chen, Yutong Bai, Siyu Huang, Yongyi Lu, Bihan Wen, Alan L. Yuille, Zongwei Zhou

CoRR, 2022

Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN.

Leander Lauenburg, Zudi Lin, Ruihan Zhang, Márcia dos Santos, Siyu Huang, Ignacio Arganda-Carreras, Edward S. Boyden, Hanspeter Pfister, Donglai Wei

CoRR, 2022

Cross-Shaped Interconnected Receiver-Transmitter Metasurface for a Circularly Polarized Fabry-Pérot Antenna.

Qiang Chen, Xiong Zou, Liang Hong, Di Zhang, Siyu Huang, Fangli Yu, Weihua Xiong, Hou Zhang

IEEE Access, 2022

MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-Ray Images of Multiple Body Parts.

Weibin Liao, Haoyi Xiong, Qingzhong Wang, Yan Mo, Xuhong Li, Yi Liu, Zeyu Chen, Siyu Huang, Dejing Dou

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Parameter-Free Style Projection for Arbitrary Image Style Transfer.

Siyu Huang, Haoyi Xiong, Tianyang Wang, Bihan Wen, Qingzhong Wang, Zeyu Chen, Jun Huan, Dejing Dou

Proceedings of the IEEE International Conference on Acoustics, 2022

Combining Dynamic Mode Decomposition and Difference-in-Differences in an Analysis of At-Risk Youth.

Marc Andrew Choi, Siyu Huang, Hengyuan Qi, Marco Scialanga, Emerson McMullen, Axel Sanchez Moreno, Yifei Lou, Andrea L. Bertozzi, P. Jeffrey Brantingham

Proceedings of the IEEE International Conference on Big Data, 2022

AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators.

Yihang Yin, Qingzhong Wang, Siyu Huang, Haoyi Xiong, Xiang Zhang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

BM-NAS: Bilevel Multimodal Neural Architecture Search.

Yihang Yin, Siyu Huang, Xiang Zhang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Boosting Active Learning via Improving Test Performance.

Tianyang Wang, Xingjian Li, Pengkun Yang, Guosheng Hu, Xiangrui Zeng, Siyu Huang, Cheng-Zhong Xu, Min Xu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Analyzing travel time belief reliability in road network under uncertain random environment.

Yi Yang, Siyu Huang, Meilin Wen, Xiao Chen, Qingyuan Zhang, Wei Liu

Soft Comput., 2021

FINO: Flow-based Joint Image and Noise Model.

Lanqing Guo, Siyu Huang, Haosen Liu, Bihan Wen

CoRR, 2021

Practical Assessment of Generalization Performance Robustness for Deep Networks via Contrastive Examples.

Xuanyu Wu, Xuhong Li, Haoyi Xiong, Xiao Zhang, Siyu Huang, Dejing Dou

CoRR, 2021

BM-NAS: Bilevel Multimodal Neural Architecture Search.

Yihang Yin, Siyu Huang, Xiang Zhang, Dejing Dou

CoRR, 2021

Research on resource allocation algorithm for NOMA system based on fairness and optimal energy efficiency.

Linna Hu, Qingzi Wu, Yawen Fan, Rui Shi, Siyu Huang

Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement.

Rongkai Zhang, Lanqing Guo, Siyu Huang, Bihan Wen

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Contour Primitive of Interest Extraction Network Based on One-Shot Learning for Object-Agnostic Vision Measurement.

Fangbo Qin, Jie Qin, Siyu Huang, De Xu

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

An Investigation of Containment Measure Implementation and Public Responses to the COVID-19 Pandemic in Mainland China.

Ji Liu, Haoyi Xiong, Xiakai Wang, Jizhou Huang, Qiaojun Li, Tongtong Huang, Siyu Huang, Haifeng Wang, Dejing Dou

Proceedings of the IEEE International Conference on Digital Health, 2021

Semi-Supervised Active Learning with Temporal Output Discrepancy.

Siyu Huang, Tianyang Wang, Haoyi Xiong, Jun Huan, Dejing Dou

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows.

Jie An, Siyu Huang, Yibing Song, Dejing Dou, Wei Liu, Jiebo Luo

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

Prediction of Mechanical Properties of Hot Rolled Strip Based on DBN and Composite Quantile Regression.

Siyu Huang, Tong Tian

Proceedings of the ACAI 2021: 4th International Conference on Algorithms, Computing and Artificial Intelligence, Sanya, China, December 22, 2021

2020

Parameter-Free Style Projection for Arbitrary Style Transfer.

Siyu Huang, Haoyi Xiong, Tianyang Wang, Qingzhong Wang, Zeyu Chen, Jun Huan, Dejing Dou

CoRR, 2020

Effects of Regional Trade Agreement to Local and Global Trade Purity Relationships.

Siyu Huang, Wensha Gou, Hongbo Cai, Xiaomeng Li, Qinghua Chen

Complex., 2020

Structure and Dynamic of Global Population Migration Network.

Wensha Gou, Siyu Huang, Qinghua Chen, Jiawei Chen, Xiaomeng Li

Complex., 2020

SBAT: Video Captioning with Sparse Boundary-Aware Transformer.

Tao Jin, Siyu Huang, Ming Chen, Yingming Li, Zhongfei Zhang

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Generating Person Images with Appearance-aware Pose Stylizer.

Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng, Qingzhong Wang, Xingran Zhou, Bihan Wen, Jun Huan, Dejing Dou

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Stacked Pooling for Boosting Scale Invariance of Crowd Counting.

Siyu Huang, Xi Li, Zhi-Qi Cheng, Zhongfei Zhang, Alexander G. Hauptmann

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Dual Low-Rank Multimodal Fusion.

Tao Jin, Siyu Huang, Yingming Li, Zhongfei Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

TP-LSD: Tri-Points Based Line Segment Detector.

Siyu Huang, Fangbo Qin, Pengfei Xiong, Ning Ding, Yijia He, Xiao Liu

Proceedings of the Computer Vision - ECCV 2020, 2020

Neighbours Matter: Image Captioning with Similar Images.

Qingzhong Wang, Jiuniu Wang, Antoni B. Chan, Siyu Huang, Haoyi Xiong, Xingjian Li, Dejing Dou

Proceedings of the 31st British Machine Vision Conference 2020, 2020

An Investigation of Containment Measures Against the COVID-19 Pandemic in Mainland China.

Ji Liu, Xiakai Wang, Haoyi Xiong, Jizhou Huang, Siyu Huang, Haozhe An, Dejing Dou, Haifeng Wang

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

User-Ranking Video Summarization With Multi-Stage Spatio-Temporal Representation.

Siyu Huang, Xi Li, Zhongfei Zhang, Fei Wu, Junwei Han

IEEE Trans. Image Process., 2019

Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning.

Tao Jin, Siyu Huang, Yingming Li, Zhongfei Zhang

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Text Guided Person Image Synthesis.

Xingran Zhou, Siyu Huang, Bin Li, Yingming Li, Jiachen Li, Zhongfei Zhang

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

2018

Body Structure Aware Deep Crowd Counting.

Siyu Huang, Xi Li, Zhongfei Zhang, Fei Wu, Shenghua Gao, Rongrong Ji, Junwei Han

IEEE Trans. Image Process., 2018

Perceiving Physical Equation by Observing Visual Scenarios.

Siyu Huang, Zhi-Qi Cheng, Xi Li, Xiao Wu, Zhongfei Zhang, Alexander G. Hauptmann

CoRR, 2018

Stacked Pooling: Improving Crowd Counting by Boosting Scale Invariance.

Siyu Huang, Xi Li, Zhiqi Cheng, Zhongfei Zhang, Alexander G. Hauptmann

CoRR, 2018

Analysing Semantic Resources for Coreference Resolution.

Thiago Lima, Sandra Collovini, Ana Luisa Leal, Evandro Fonseca, Xiaoxuan Han, Siyu Huang, Renata Vieira

Proceedings of the Computational Processing of the Portuguese Language, 2018

GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning.

Siyu Huang, Xi Li, Zhiqi Cheng, Zhongfei Zhang, Alexander G. Hauptmann

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Learning to Transfer: Generalizable Attribute Learning with Multitask Neural Model Search.

Zhi-Qi Cheng, Xiao Wu, Siyu Huang, Jun-Xiu Li, Alexander G. Hauptmann, Qiang Peng

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Attribute Reduction of Set-Valued Decision Information System.

Jun Hu, Siyu Huang, Rui Shao

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

TVT: Two-View Transformer Network for Video Captioning.

Ming Chen, Yingming Li, Zhongfei Zhang, Siyu Huang

Proceedings of The 10th Asian Conference on Machine Learning, 2018

2017

Cyber-physical system enabled nearby traffic flow modelling for autonomous vehicles.

Baiyu Chen, Zhengyu Yang, Siyu Huang, Xianzhi Du, Zhiwei Cui, Janki Bhimani, Xin Xie, Ningfang Mi

Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

2016

Deep Learning Driven Visual Path Prediction From a Single Image.

Siyu Huang, Xi Li, Zhongfei Zhang, Zhouzhou He, Fei Wu, Wei Liu, Jinhui Tang, Yueting Zhuang

IEEE Trans. Image Process., 2016

Leaf Area Index Estimation of Winter Pepper Based on Canopy Spectral Data and Simulated Bands of Satellite.

Dan Li, Hao Jiang, Shuisen Chen, Chongyang Wang, Siyu Huang, Wei Liu

Proceedings of the Geo-Spatial Knowledge and Intelligence, 2016

2015

HJ satellite based mapping technologies of land use products for emergency response of agricultural disasters.

Chongyang Wang, Dan Li, Xia Zhou, Siyu Huang, Wei Liu, Weiqi Chen, Shuisen Chen

Proceedings of the 23rd International Conference on Geoinformatics, 2015

2014

Unified Mathematical Framework for Slicing and Symmetry Reduction over Event Structures.

Xinyan Gao, Yingcai Ding, Wenbo Liu, Kaidi Zheng, Siyu Huang, Ning Zhou, Dakui Li

J. Appl. Math., 2014