Siyu Huang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 88

Top Topics

Active Learning

Quantile Regression

Scale Invariance

Neural Architecture

Top Venues

Publications

Laniqng Guo, Chong Wang, Yufei Wang, Siyu Huang, Wenhan Yang, Alex C. Kot, Bihan Wen
Single-Image Shadow Removal Using Deep Learning: A Comprehensive Survey. CoRR (2024)
Qiang Chen, Jun Yang, Changhui He, Di Zhang, Siyu Huang, Min Wang, Fangli Yu, Guanghua Dai
Wideband Circularly Polarization and High-Gain of a Slot Patch Array Antenna Realized by a Hybrid Metasurface. Sensors 24 (11) (2024)
Danli Shi, Weiyi Zhang, Xiaolan Chen, Yexin Liu, Jiancheng Yang, Siyu Huang, Yih Chung Tham, Yingfeng Zheng, Mingguang He
EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging. CoRR (2024)
Siyu Huang, Voicu Popescu
HyperXRC: Hybrid In-Person + Remote Extended Reality Classroom - A Design Study. VR (2024)
Siyu Huang, Tianyang Wang, Haoyi Xiong, Bihan Wen, Jun Huan, Dejing Dou
Temporal Output Discrepancy for Loss Estimation-Based Active Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Lanqing Guo, Yingqing He, Haoxin Chen, Menghan Xia, Xiaodong Cun, Yufei Wang, Siyu Huang, Yong Zhang, Xintao Wang, Qifeng Chen, Ying Shan, Bihan Wen
Make a Cheap Scaling: A Self-Cascade Diffusion Model for Higher-Resolution Adaptation. CoRR (2024)
Nerea Aranjuelo, Siyu Huang, Ignacio Arganda-Carreras, Luis Unzueta, Oihana Otaegui, Hanspeter Pfister, Donglai Wei
Learning Gaze-aware Compositional GAN from Limited Annotations. Proc. ACM Comput. Graph. Interact. Tech. 7 (2) (2024)
Nerea Aranjuelo, Siyu Huang, Ignacio Arganda-Carreras, Luis Unzueta, Oihana Otaegui, Hanspeter Pfister, Donglai Wei
Learning Gaze-aware Compositional GAN. CoRR (2024)
Lanqing Guo, Siyu Huang, Ding Liu, Hao Cheng, Bihan Wen
ShadowFormer: Global Context Helps Image Shadow Removal. CoRR (2023)
Yi Yang, Siyu Huang, Haoran Chen, Meilin Wen, Linhan Gou, Xiao Chen, Wei Liu
Belief Reliability Analysis of Traffic Network: An Uncertain Percolation Semi-Markov Model. J. Frankl. Inst. 360 (16) (2023)
Xuhong Li, Xuanyu Wu, Linghe Kong, Xiao Zhang, Siyu Huang, Dejing Dou, Haoyi Xiong
ContRE: A Complementary Measure for Robustness Evaluation of Deep Networks via Contrastive Examples. ICDM (2023)
Siyu Huang, Jie An, Donglai Wei, Zudi Lin, Jiebo Luo, Hanspeter Pfister
Domain-Scalable Unpaired Image Translation via Latent Space Anchoring. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Siyu Huang, Jie An, Donglai Wei, Jiebo Luo, Hanspeter Pfister
QuantArt: Quantizing Image Style Transfer Towards High Visual Fidelity. CVPR (2023)
Lanqing Guo, Siyu Huang, Ding Liu, Hao Cheng, Bihan Wen
ShadowFormer: Global Context Helps Shadow Removal. AAAI (2023)
Liangyu Chen, Yutong Bai, Siyu Huang, Yongyi Lu, Bihan Wen, Alan L. Yuille, Zongwei Zhou
Making Your First Choice: To Address Cold Start Problem in Medical Active Learning. MIDL (2023)
Xuhong Li, Haoyi Xiong, Siyu Huang, Shilei Ji, Dejing Dou
Cross-model consensus of explanations and beyond for image classification models: an empirical study. Mach. Learn. 112 (5) (2023)
Lanqing Guo, Chong Wang, Wenhan Yang, Siyu Huang, Yufei Wang, Hanspeter Pfister, Bihan Wen
ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal. CVPR (2023)
Leander Lauenburg, Zudi Lin, Ruihan Zhang, Márcia dos Santos, Siyu Huang, Ignacio Arganda-Carreras, Edward S. Boyden, Hanspeter Pfister, Donglai Wei
3D Domain Adaptive Instance Segmentation via Cyclic Segmentation GANs. IEEE J. Biomed. Health Informatics 27 (8) (2023)
Weibin Liao, Haoyi Xiong, Qingzhong Wang, Yan Mo, Xuhong Li, Yi Liu, Zeyu Chen, Siyu Huang, Dejing Dou
MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-ray Images of Multiple Body Parts. CoRR (2023)
Zhishuai Zhang, Zijie Gao, Siyu Huang, Nan Sun, Lu Jie
A 1GS/s6-Core Programmable A/D Converter Array Supporting Architecture Restructuring and Multitasking. CICC (2023)
Kangxian Xie, Siyu Huang, Sebastián Cajas Ordone, Hanspeter Pfister, Donglai Wei
-TTA: Scale-Style Selection for Test-Time Augmentation in Biomedical Image Segmentation. CoRR (2023)
Siyu Huang, Jie An, Donglai Wei, Zudi Lin, Jiebo Luo, Hanspeter Pfister
Domain-Scalable Unpaired Image Translation via Latent Space Anchoring. CoRR (2023)
Suqing Zhou, Yu Han, Ning Chen, Siyu Huang, Kostromitin Konstantin Igorevich, Jia Luo, Peiying Zhang
Transformer-Based Discriminative and Strong Representation Deep Hashing for Cross-Modal Retrieval. IEEE Access 11 (2023)
Siyu Huang, Jie An, Donglai Wei, Jiebo Luo, Hanspeter Pfister
QuantArt: Quantizing Image Style Transfer Towards High Visual Fidelity. CoRR (2022)
Liangyu Chen, Yutong Bai, Siyu Huang, Yongyi Lu, Bihan Wen, Alan L. Yuille, Zongwei Zhou
Making Your First Choice: To Address Cold Start Problem in Vision Active Learning. CoRR (2022)
Leander Lauenburg, Zudi Lin, Ruihan Zhang, Márcia dos Santos, Siyu Huang, Ignacio Arganda-Carreras, Edward S. Boyden, Hanspeter Pfister, Donglai Wei
Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN. CoRR (2022)
Weibin Liao, Haoyi Xiong, Qingzhong Wang, Yan Mo, Xuhong Li, Yi Liu, Zeyu Chen, Siyu Huang, Dejing Dou
MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-Ray Images of Multiple Body Parts. MICCAI (8) (2022)
Tianyang Wang, Xingjian Li, Pengkun Yang, Guosheng Hu, Xiangrui Zeng, Siyu Huang, Cheng-Zhong Xu, Min Xu
Boosting Active Learning via Improving Test Performance. AAAI (2022)
Meng Pang, Binghui Wang, Siyu Huang, Yiu-Ming Cheung, Bihan Wen
A Unified Framework for Bidirectional Prototype Learning From Contaminated Faces Across Heterogeneous Domains. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Yihang Yin, Siyu Huang, Xiang Zhang
BM-NAS: Bilevel Multimodal Neural Architecture Search. AAAI (2022)
Yihang Yin, Qingzhong Wang, Siyu Huang, Haoyi Xiong, Xiang Zhang
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators. AAAI (2022)
Hua-Min Chen, Siyu Huang, Peng Wang, Tao Chen, Chao Fang, Shaofu Lin, Fan Li
A Joint Positioning Algorithm in Industrial IoT Environments with mm-Wave Communications. Symmetry 14 (7) (2022)
Siyu Huang, Tianyang Wang, Haoyi Xiong, Bihan Wen, Jun Huan, Dejing Dou
Temporal Output Discrepancy for Loss Estimation-based Active Learning. CoRR (2022)
Yi Yang, Jiaying Gu, Siyu Huang, Meilin Wen, Yong Qin, Wei Liu, Linhan Guo
Spare Parts Transportation Optimization Considering Supportability Based on Uncertainty Theory. Symmetry 14 (5) (2022)
Marc Andrew Choi, Siyu Huang, Hengyuan Qi, Marco Scialanga, Emerson McMullen, Axel Sanchez Moreno, Yifei Lou, Andrea L. Bertozzi, P. Jeffrey Brantingham
Combining Dynamic Mode Decomposition and Difference-in-Differences in an Analysis of At-Risk Youth. Big Data (2022)
Qiang Chen, Xiong Zou, Liang Hong, Di Zhang, Siyu Huang, Fangli Yu, Weihua Xiong, Hou Zhang
Cross-Shaped Interconnected Receiver-Transmitter Metasurface for a Circularly Polarized Fabry-Pérot Antenna. IEEE Access 10 (2022)
Siyu Huang, Haoyi Xiong, Tianyang Wang, Bihan Wen, Qingzhong Wang, Zeyu Chen, Jun Huan, Dejing Dou
Parameter-Free Style Projection for Arbitrary Image Style Transfer. ICASSP (2022)
Lanqing Guo, Chong Wang, Wenhan Yang, Siyu Huang, Yufei Wang, Hanspeter Pfister, Bihan Wen
ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal. CoRR (2022)
Yihang Yin, Siyu Huang, Xiang Zhang, Dejing Dou
BM-NAS: Bilevel Multimodal Neural Architecture Search. CoRR (2021)
Jie An, Siyu Huang, Yibing Song, Dejing Dou, Wei Liu, Jiebo Luo
ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows. CVPR (2021)
Yihang Yin, Qingzhong Wang, Siyu Huang, Haoyi Xiong, Xiang Zhang
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators. CoRR (2021)
Jie An, Siyu Huang, Yibing Song, Dejing Dou, Wei Liu, Jiebo Luo
ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows. CoRR (2021)
Siyu Huang, Tianyang Wang, Haoyi Xiong, Jun Huan, Dejing Dou
Semi-Supervised Active Learning with Temporal Output Discrepancy. CoRR (2021)
Fangbo Qin, Jie Qin, Siyu Huang, De Xu
Contour Primitive of Interest Extraction Network Based on One-Shot Learning for Object-Agnostic Vision Measurement. ICRA (2021)
Rongkai Zhang, Lanqing Guo, Siyu Huang, Bihan Wen
ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement. CoRR (2021)
Xuanyu Wu, Xuhong Li, Haoyi Xiong, Xiao Zhang, Siyu Huang, Dejing Dou
Practical Assessment of Generalization Performance Robustness for Deep Networks via Contrastive Examples. CoRR (2021)
Ji Liu, Haoyi Xiong, Xiakai Wang, Jizhou Huang, Qiaojun Li, Tongtong Huang, Siyu Huang, Haifeng Wang, Dejing Dou
An Investigation of Containment Measure Implementation and Public Responses to the COVID-19 Pandemic in Mainland China. ICDH (2021)
Linna Hu, Qingzi Wu, Yawen Fan, Rui Shi, Siyu Huang
Research on resource allocation algorithm for NOMA system based on fairness and optimal energy efficiency. WCSP (2021)
Siyu Huang, Tong Tian
Prediction of Mechanical Properties of Hot Rolled Strip Based on DBN and Composite Quantile Regression. ACAI (2021)
Rongkai Zhang, Lanqing Guo, Siyu Huang, Bihan Wen
ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement. ACM Multimedia (2021)
Lanqing Guo, Siyu Huang, Haosen Liu, Bihan Wen
FINO: Flow-based Joint Image and Noise Model. CoRR (2021)
Tianyang Wang, Xingjian Li, Pengkun Yang, Guosheng Hu, Xiangrui Zeng, Siyu Huang, Cheng-Zhong Xu, Min Xu
Boosting Active Learning via Improving Test Performance. CoRR (2021)
Yi Yang, Siyu Huang, Meilin Wen, Xiao Chen, Qingyuan Zhang, Wei Liu
Analyzing travel time belief reliability in road network under uncertain random environment. Soft Comput. 25 (15) (2021)
Siyu Huang, Tianyang Wang, Haoyi Xiong, Jun Huan, Dejing Dou
Semi-Supervised Active Learning with Temporal Output Discrepancy. ICCV (2021)
Xuhong Li, Haoyi Xiong, Siyu Huang, Shilei Ji, Dejing Dou
Cross-Model Consensus of Explanations and Beyond for Image Classification Models: An Empirical Study. CoRR (2021)
Siyu Huang, Xi Li, Zhi-Qi Cheng, Zhongfei Zhang, Alexander G. Hauptmann
Stacked Pooling for Boosting Scale Invariance of Crowd Counting. ICASSP (2020)
Ji Liu, Xiakai Wang, Haoyi Xiong, Jizhou Huang, Siyu Huang, Haozhe An, Dejing Dou, Haifeng Wang
An Investigation of Containment Measures Against the COVID-19 Pandemic in Mainland China. CoRR (2020)
Tao Jin, Siyu Huang, Yingming Li, Zhongfei Zhang
Dual Low-Rank Multimodal Fusion. EMNLP (Findings) (2020)
Siyu Huang, Fangbo Qin, Pengfei Xiong, Ning Ding, Yijia He, Xiao Liu
TP-LSD: Tri-Points Based Line Segment Detector. ECCV (27) (2020)
Tao Jin, Siyu Huang, Ming Chen, Yingming Li, Zhongfei Zhang
SBAT: Video Captioning with Sparse Boundary-Aware Transformer. IJCAI (2020)
Tao Jin, Siyu Huang, Ming Chen, Yingming Li, Zhongfei Zhang
SBAT: Video Captioning with Sparse Boundary-Aware Transformer. CoRR (2020)
Siyu Huang, Fangbo Qin, Pengfei Xiong, Ning Ding, Yijia He, Xiao Liu
TP-LSD: Tri-Points Based Line Segment Detector. CoRR (2020)
Wensha Gou, Siyu Huang, Qinghua Chen, Jiawei Chen, Xiaomeng Li
Structure and Dynamic of Global Population Migration Network. Complex. 2020 (2020)
Fangbo Qin, Jie Qin, Siyu Huang, De Xu
Contour Primitive of Interest Extraction Network Based on One-shot Learning for Object-Agnostic Vision Measurement. CoRR (2020)
Siyu Huang, Wensha Gou, Hongbo Cai, Xiaomeng Li, Qinghua Chen
Effects of Regional Trade Agreement to Local and Global Trade Purity Relationships. Complex. 2020 (2020)
Qingzhong Wang, Jiuniu Wang, Antoni B. Chan, Siyu Huang, Haoyi Xiong, Xingjian Li, Dejing Dou
Neighbours Matter: Image Captioning with Similar Images. BMVC (2020)
Ji Liu, Xiakai Wang, Haoyi Xiong, Jizhou Huang, Siyu Huang, Haozhe An, Dejing Dou, Haifeng Wang
An Investigation of Containment Measures Against the COVID-19 Pandemic in Mainland China. IEEE BigData (2020)
Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng, Qingzhong Wang, Xingran Zhou, Bihan Wen, Jun Huan, Dejing Dou
Generating Person Images with Appearance-aware Pose Stylizer. CoRR (2020)
Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng, Qingzhong Wang, Xingran Zhou, Bihan Wen, Jun Huan, Dejing Dou
Generating Person Images with Appearance-aware Pose Stylizer. IJCAI (2020)
Siyu Huang, Haoyi Xiong, Tianyang Wang, Qingzhong Wang, Zeyu Chen, Jun Huan, Dejing Dou
Parameter-Free Style Projection for Arbitrary Style Transfer. CoRR (2020)
Xingran Zhou, Siyu Huang, Bin Li, Yingming Li, Jiachen Li, Zhongfei Zhang
Text Guided Person Image Synthesis. CoRR (2019)
Siyu Huang, Xi Li, Zhongfei Zhang, Fei Wu, Junwei Han
User-Ranking Video Summarization With Multi-Stage Spatio-Temporal Representation. IEEE Trans. Image Process. 28 (6) (2019)
Xingran Zhou, Siyu Huang, Bin Li, Yingming Li, Jiachen Li, Zhongfei Zhang
Text Guided Person Image Synthesis. CVPR (2019)
Tao Jin, Siyu Huang, Yingming Li, Zhongfei Zhang
Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning. EMNLP/IJCNLP (1) (2019)
Tao Jin, Siyu Huang, Yingming Li, Zhongfei Zhang
Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning. CoRR (2019)
Siyu Huang, Zhi-Qi Cheng, Xi Li, Xiao Wu, Zhongfei Zhang, Alexander G. Hauptmann
Perceiving Physical Equation by Observing Visual Scenarios. CoRR (2018)
Jun Hu, Siyu Huang, Rui Shao
Attribute Reduction of Set-Valued Decision Information System. IPMU (2) (2018)
Thiago Lima, Sandra Collovini, Ana Luisa Leal, Evandro Fonseca, Xiaoxuan Han, Siyu Huang, Renata Vieira
Analysing Semantic Resources for Coreference Resolution. PROPOR (2018)
Siyu Huang, Xi Li, Zhiqi Cheng, Zhongfei Zhang, Alexander G. Hauptmann
GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning. CoRR (2018)
Siyu Huang, Xi Li, Zhiqi Cheng, Zhongfei Zhang, Alexander G. Hauptmann
Stacked Pooling: Improving Crowd Counting by Boosting Scale Invariance. CoRR (2018)
Ming Chen, Yingming Li, Zhongfei Zhang, Siyu Huang
TVT: Two-View Transformer Network for Video Captioning. ACML (2018)
Siyu Huang, Xi Li, Zhongfei Zhang, Fei Wu, Shenghua Gao, Rongrong Ji, Junwei Han
Body Structure Aware Deep Crowd Counting. IEEE Trans. Image Process. 27 (3) (2018)
Siyu Huang, Xi Li, Zhiqi Cheng, Zhongfei Zhang, Alexander G. Hauptmann
GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning. ACM Multimedia (2018)
Zhi-Qi Cheng, Xiao Wu, Siyu Huang, Jun-Xiu Li, Alexander G. Hauptmann, Qiang Peng
Learning to Transfer: Generalizable Attribute Learning with Multitask Neural Model Search. ACM Multimedia (2018)
Baiyu Chen, Zhengyu Yang, Siyu Huang, Xianzhi Du, Zhiwei Cui, Janki Bhimani, Xin Xie, Ningfang Mi
Cyber-physical system enabled nearby traffic flow modelling for autonomous vehicles. IPCCC (2017)
Dan Li, Hao Jiang, Shuisen Chen, Chongyang Wang, Siyu Huang, Wei Liu
Leaf Area Index Estimation of Winter Pepper Based on Canopy Spectral Data and Simulated Bands of Satellite. GRMSE (1) (2016)
Siyu Huang, Xi Li, Zhongfei Zhang, Zhouzhou He, Fei Wu, Wei Liu, Jinhui Tang, Yueting Zhuang
Deep Learning Driven Visual Path Prediction From a Single Image. IEEE Trans. Image Process. 25 (12) (2016)
Siyu Huang, Xi Li, Zhongfei (Mark) Zhang, Zhouzhou He, Fei Wu, Wei Liu, Jinhui Tang, Yueting Zhuang
Deep Learning Driven Visual Path Prediction from a Single Image. CoRR (2016)
Chongyang Wang, Dan Li, Xia Zhou, Siyu Huang, Wei Liu, Weiqi Chen, Shuisen Chen
HJ satellite based mapping technologies of land use products for emergency response of agricultural disasters. Geoinformatics (2015)
Xinyan Gao, Yingcai Ding, Wenbo Liu, Kaidi Zheng, Siyu Huang, Ning Zhou, Dakui Li
Unified Mathematical Framework for Slicing and Symmetry Reduction over Event Structures. J. Appl. Math. 2014 (2014)