Siyuan Yang

According to our database, Siyuan Yang authored at least 34 papers between 2019 and 2026.

Collaborative distances:

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

2026

Skeleton-to-Image Encoding: Enabling Skeleton Representation Learning via Vision-Pretrained Models.

Siyuan Yang, Jun Liu, Hao Cheng, Chong Wang, Shijian Lu, Hedvig Kjellstrom, Weisi Lin, Alex C. Kot

CoRR, March, 2026

Proactive Image Manipulation Detection and Tracing in Fake News.

Ruohan Meng, Siyuan Yang, Zhili Zhou, Qi Cui, Kwok-Yan Lam, Zengwei Zheng, Alex C. Kot

IEEE Trans. Dependable Secur. Comput., 2026

AM40: Enhancing action recognition through matting-driven interaction analysis.

Siqi Liang, Wenxuan Liu, Zhe Li, Kui Jiang, Siyuan Yang, Chia-Wen Lin, Xian Zhong

Pattern Recognit., 2026

Beyond the Horizon: Decoupling Multi-View UAV Action Recognition via Partial Order Transfer.

Wenxuan Liu, Zhuo Zhou, Xuemei Jia, Siyuan Yang, Wenxin Huang, Xian Zhong, Chia-Wen Lin

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Mining Generalized Multi-timescale Inconsistency for Detecting Deepfake Videos.

Yang Yu, Rongrong Ni, Siyuan Yang, Yu Ni, Yao Zhao, Alex C. Kot

Int. J. Comput. Vis., April, 2025

Beyond the Horizon: Decoupling UAVs Multi-View Action Recognition via Partial Order Transfer.

Wenxuan Liu, Xian Zhong, Zhuo Zhou, Siyuan Yang, Chia-Wen Lin, Alex ChiChung Kot

CoRR, April, 2025

Temporal-Guided Spiking Neural Networks for Event-Based Human Action Recognition.

Siyuan Yang, Shilin Lu, Shizheng Wang, Meng Hwa Er, Zengwei Zheng, Alex C. Kot

CoRR, March, 2025

Efficient Multi-Slide Visual-Language Feature Fusion for Placental Disease Classification.

Hang Guo, Qing Zhang, Zixuan Gao, Siyuan Yang, Shulin Peng, Xiang Tao, Ting Yu, Yan Wang, Qingli Li

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

HRHuman: Tuning-Free Higher-Resolution Human Image Generation via Template Knowledge.

Ling Li, Lanqing Guo, Siyuan Yang, Qian Zheng, Yakun Ju, Weisi Lin, Alex C. Kot

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

MTL-UE: Learning to Learn Nothing for Multi-Task Learning.

Yi Yu, Song Xia, Siyuan Yang, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Vid-Group: Temporal Video Grounding Pretraining from Unlabeled Videos in the Wild.

Peijun Bao, Chenqi Kong, Siyuan Yang, Zihao Shao, Xinghao Jiang, Boon Poh Ng, Meng Hwa Er, Alex ChiChung Kot

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual.

Chong Wang, Lanqing Guo, Zixuan Fu, Siyuan Yang, Hao Cheng, Alex C. Kot, Bihan Wen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Adaptive Decision Boundary for Few-Shot Class-Incremental Learning.

Linhao Li, Yongzhang Tan, Siyuan Yang, Hao Cheng, Yongfeng Dong, Liang Yang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Cross-Modal Contrastive Pre-Training for Few-Shot Skeleton Action Recognition.

Mingqi Lu, Siyuan Yang, Xiaobo Lu, Jun Liu

IEEE Trans. Circuits Syst. Video Technol., October, 2024

PVASS-MDD: Predictive Visual-Audio Alignment Self-Supervision for Multimodal Deepfake Detection.

Yang Yu, Xiaolong Liu, Rongrong Ni, Siyuan Yang, Yao Zhao, Alex C. Kot

IEEE Trans. Circuits Syst. Video Technol., August, 2024

Self-Supervised 3D Action Representation Learning With Skeleton Cloud Colorization.

Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Yongjian Hu, Alex C. Kot

IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

Narrowing Domain Gaps With Bridging Samples for Generalized Face Forgery Detection.

Yang Yu, Rongrong Ni, Siyuan Yang, Yao Zhao, Alex C. Kot

IEEE Trans. Multim., 2024

Progressive Channel-Shrinking Network.

Jianhong Pan, Siyuan Yang, Lin Geng Foo, Qiuhong Ke, Hossein Rahmani, Zhipeng Fan, Jun Liu

IEEE Trans. Multim., 2024

Semantic Deep Hiding for Robust Unlearnable Examples.

Ruohan Meng, Chenyu Yi, Yi Yu, Siyuan Yang, Bingquan Shen, Alex C. Kot

IEEE Trans. Inf. Forensics Secur., 2024

One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching.

Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot

IEEE Trans. Pattern Anal. Mach. Intell., 2024

Progressive Vision-Language Prompt for Multi-Organ Multi-Class Cell Semantic Segmentation with Single Branch.

Qing Zhang, Hang Guo, Siyuan Yang, Qingli Li, Yan Wang

CoRR, 2024

Unlearnable Examples Detection via Iterative Filtering.

Yi Yu, Qichen Zheng, Siyuan Yang, Wenhan Yang, Jun Liu, Shijian Lu, Yap-Peng Tan, Kwok-Yan Lam, Alex C. Kot

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Towards Physical World Backdoor Attacks Against Skeleton Action Recognition.

Qichen Zheng, Yi Yu, Siyuan Yang, Jun Liu, Kwok-Yan Lam, Alex ChiChung Kot

Proceedings of the Computer Vision - ECCV 2024, 2024

STSP: Spatial-Temporal Subspace Projection for Video Class-Incremental Learning.

Hao Cheng, Siyuan Yang, Chong Wang, Joey Tianyi Zhou, Alex C. Kot, Bihan Wen

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

MSVT: Multiple Spatiotemporal Views Transformer for DeepFake Video Detection.

Yang Yu, Rongrong Ni, Yao Zhao, Siyuan Yang, Fen Xia, Ning Jiang, Guoqing Zhao

IEEE Trans. Circuits Syst. Video Technol., September, 2023

Augmented Multi-Scale Spatiotemporal Inconsistency Magnifier for Generalized DeepFake Detection.

Yang Yu, Xiaohui Zhao, Rongrong Ni, Siyuan Yang, Yao Zhao, Alex C. Kot

IEEE Trans. Multim., 2023

Temporal Coherent Test Time Optimization for Robust Video Classification.

Chenyu Yi, Siyuan Yang, Yufei Wang, Haoliang Li, Yap-Peng Tan, Alex C. Kot

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Frequency Guidance Matters in Few-Shot Learning.

Hao Cheng, Siyuan Yang, Joey Tianyi Zhou, Lanqing Guo, Bihan Wen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2021

Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions.

Chenyu Yi, Siyuan Yang, Haoliang Li, Yap-Peng Tan, Alex C. Kot

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning.

Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot

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

2020

Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study.

Wenhan Yang, Ye Yuan, Wenqi Ren, Jiaying Liu, Walter J. Scheirer, Zhangyang Wang, Taiheng Zhang, Qiaoyong Zhong, Di Xie, Shiliang Pu, Yuqiang Zheng, Yanyun Qu, Yuhong Xie, Liang Chen, Zhonghao Li, Chen Hong, Hao Jiang, Siyuan Yang, Yan Liu, Xiaochao Qu, Pengfei Wan, Shuai Zheng, Minhui Zhong, Taiyi Su, Lingzhi He, Yandong Guo, Yao Zhao, Zhenfeng Zhu, Jinxiu Liang, Jingwen Wang, Tianyi Chen, Yuhui Quan, Yong Xu, Bo Liu, Xin Liu, Qi Sun, Tingyu Lin, Xiaochuan Li, Feng Lu, Lin Gu, Shengdi Zhou, Cong Cao, Shifeng Zhang, Cheng Chi, Chubin Zhuang, Zhen Lei, Stan Z. Li, Shizheng Wang, Ruizhe Liu, Dong Yi, Zheming Zuo, Jianning Chi, Huan Wang, Kai Wang, Yixiu Liu, Xingyu Gao, Zhenyu Chen, Chang Guo, Yongzhou Li, Huicai Zhong, Jing Huang, Heng Guo, Jianfei Yang, Wenjuan Liao, Jiangang Yang, Liguo Zhou, Mingyue Feng, Likun Qin

IEEE Trans. Image Process., 2020

Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-order Feature Analysis.

Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

GraphPoseGAN: 3D Hand Pose Estimation from a Monocular RGB Image via Adversarial Learning on Graphs.

Yiming He, Wei Hu, Siyuan Yang, Xiaochao Qu, Pengfei Wan, Zongming Guo

CoRR, 2019

NTIRE 2019 Image Dehazing Challenge Report.

Codruta O. Ancuti, Cosmin Ancuti, Radu Timofte, Luc Van Gool, Lei Zhang, Ming-Hsuan Yang, Tiantong Guo, Xuelu Li, Venkateswararao Cherukuri, Vishal Monga, Hao Jiang, Siyuan Yang, Yan Liu, Xiaochao Qu, Pengfei Wan, Dongwon Park, Se Young Chun, Ming Hong, Jinying Huang, Yizi Chen, Shuxin Chen, Bomin Wang, Pablo Navarrete Michelini, Hanwen Liu, Dan Zhu, Jing Liu, Sanchayan Santra, Ranjan Mondal, Bhabatosh Chanda, Peter Morales, Tzofi Klinghoffer, Le Manh Quan, Yong-Guk Kim, Xiao Liang, Runde Li, Jinshan Pan, Jinhui Tang, Kuldeep Purohit, Maitreya Suin, A. N. Rajagopalan, Raimondo Schettini, Simone Bianco, Flavio Piccoli, Claudio Cusano, Luigi Celona, Sunhee Hwang, Yu Seung Ma, Hyeran Byun, Subrahmanyam Murala, Akshay Dudhane, Harshjeet Singh Aulakh, Tianxiang Zheng, Tao Zhang, Weining Qin, Runnan Zhou, Shanhu Wang, Jean-Philippe Tarel, Chuansheng Wang, Jiawei Wu

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