Siyuan Yang

45 papers A* 8C 1Journal 30Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
AM40: Enhancing action recognition through matting-driven interaction analysis.
Pattern Recognit.
Siqi Liang, Wenxuan Liu, Zhe Li, Kui Jiang, Siyuan Yang, Chia-Wen Lin, Xian Zhong
2026 A* conf
Beyond the Horizon: Decoupling Multi-View UAV Action Recognition via Partial Order Transfer.
AAAI
Wenxuan Liu, Zhuo Zhou, Xuemei Jia, Siyuan Yang, Wenxin Huang, Xian Zhong, Chia-Wen Lin
2026 J jnl
Skeleton-to-Image Encoding: Enabling Skeleton Representation Learning via Vision-Pretrained Models.
CoRR
Siyuan Yang, Jun Liu, Hao Cheng, Chong Wang, Shijian Lu, Hedvig Kjellstrom, Weisi Lin, Alex C. Kot
2025 A* conf
Adaptive Decision Boundary for Few-Shot Class-Incremental Learning.
AAAI
Linhao Li, Yongzhang Tan, Siyuan Yang, Hao Cheng, Yongfeng Dong, Liang Yang
2025 J jnl
Adaptive Decision Boundary for Few-Shot Class-Incremental Learning.
CoRR
Linhao Li, Yongzhang Tan, Siyuan Yang, Hao Cheng, Yongfeng Dong, Liang Yang
2025 J jnl
Beyond the Horizon: Decoupling UAVs Multi-View Action Recognition via Partial Order Transfer.
CoRR
Wenxuan Liu, Xian Zhong, Zhuo Zhou, Siyuan Yang, Chia-Wen Lin, Alex ChiChung Kot
2025 A* conf
Efficient Multi-Slide Visual-Language Feature Fusion for Placental Disease Classification.
ACM Multimedia
Hang Guo, Qing Zhang, Zixuan Gao, Siyuan Yang, Shulin Peng, Xiang Tao, Ting Yu, Yan Wang, Qingli Li
2025 J jnl
Efficient Multi-Slide Visual-Language Feature Fusion for Placental Disease Classification.
CoRR
Hang Guo, Qing Zhang, Zixuan Gao, Siyuan Yang, Shulin Peng, Xiang Tao, Ting Yu, Yan Wang, Qingli Li
2025 C conf
HRHuman: Tuning-Free Higher-Resolution Human Image Generation via Template Knowledge.
ISCAS
Ling Li, Lanqing Guo, Siyuan Yang, Qian Zheng, Yakun Ju, Weisi Lin, Alex C. Kot
2025 A* conf
MTL-UE: Learning to Learn Nothing for Multi-Task Learning.
ICML
Yi Yu, Song Xia, Siyuan Yang, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2025 J jnl
MTL-UE: Learning to Learn Nothing for Multi-Task Learning.
CoRR
Yi Yu, Song Xia, Siyuan Yang, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2025 J jnl
Mining Generalized Multi-timescale Inconsistency for Detecting Deepfake Videos.
Int. J. Comput. Vis.
Yang Yu, Rongrong Ni, Siyuan Yang, Yu Ni, Yao Zhao, Alex C. Kot
2025 A* conf
Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual.
CVPR
Chong Wang, Lanqing Guo, Zixuan Fu, Siyuan Yang, Hao Cheng, Alex C. Kot, Bihan Wen
2025 J jnl
Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual.
CoRR
Chong Wang, Lanqing Guo, Zixuan Fu, Siyuan Yang, Hao Cheng, Alex C. Kot, Bihan Wen
2025 J jnl
Temporal-Guided Spiking Neural Networks for Event-Based Human Action Recognition.
CoRR
Siyuan Yang, Shilin Lu, Shizheng Wang, Meng Hwa Er, Zengwei Zheng, Alex C. Kot
2024 J jnl
Cross-Modal Contrastive Pre-Training for Few-Shot Skeleton Action Recognition.
IEEE Trans. Circuits Syst. Video Technol.
MingQi Lu, Siyuan Yang, Xiaobo Lu, Jun Liu
2024 J jnl
Narrowing Domain Gaps With Bridging Samples for Generalized Face Forgery Detection.
IEEE Trans. Multim.
Yang Yu, Rongrong Ni, Siyuan Yang, Yao Zhao, Alex C. Kot
2024 J jnl
One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching.
IEEE Trans. Pattern Anal. Mach. Intell.
Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot
2024 J jnl
PVASS-MDD: Predictive Visual-Audio Alignment Self-Supervision for Multimodal Deepfake Detection.
IEEE Trans. Circuits Syst. Video Technol.
Yang Yu, Xiaolong Liu, Rongrong Ni, Siyuan Yang, Yao Zhao, Alex C. Kot
2024 J jnl
Progressive Channel-Shrinking Network.
IEEE Trans. Multim.
Jianhong Pan, Siyuan Yang, Lin Geng Foo, Qiuhong Ke, Hossein Rahmani, Zhipeng Fan, Jun Liu
2024 J jnl
Progressive Vision-Language Prompt for Multi-Organ Multi-Class Cell Semantic Segmentation with Single Branch.
CoRR
Qing Zhang, Hang Guo, Siyuan Yang, Qingli Li, Yan Wang
2024 — conf
STSP: Spatial-Temporal Subspace Projection for Video Class-Incremental Learning.
ECCV (28)
Hao Cheng, Siyuan Yang, Chong Wang, Joey Tianyi Zhou, Alex C. Kot, Bihan Wen
2024 J jnl
Self-Supervised 3D Action Representation Learning With Skeleton Cloud Colorization.
IEEE Trans. Pattern Anal. Mach. Intell.
Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Yongjian Hu, Alex C. Kot
2024 J jnl
Semantic Deep Hiding for Robust Unlearnable Examples.
CoRR
Ruohan Meng, Chenyu Yi, Yi Yu, Siyuan Yang, Bingquan Shen, Alex C. Kot
2024 J jnl
Semantic Deep Hiding for Robust Unlearnable Examples.
IEEE Trans. Inf. Forensics Secur.
Ruohan Meng, Chenyu Yi, Yi Yu, Siyuan Yang, Bingquan Shen, Alex C. Kot
2024 — conf
Towards Physical World Backdoor Attacks Against Skeleton Action Recognition.
ECCV (48)
Qichen Zheng, Yi Yu, Siyuan Yang, Jun Liu, Kwok-Yan Lam, Alex ChiChung Kot
2024 J jnl
Towards Physical World Backdoor Attacks against Skeleton Action Recognition.
CoRR
Qichen Zheng, Yi Yu, Siyuan Yang, Jun Liu, Kwok-Yan Lam, Alex C. Kot
2024 — conf
Unlearnable Examples Detection via Iterative Filtering.
ICANN (10)
Yi Yu, Qichen Zheng, Siyuan Yang, Wenhan Yang, Jun Liu, Shijian Lu, Yap-Peng Tan, Kwok-Yan Lam, Alex C. Kot
2024 J jnl
Unlearnable Examples Detection via Iterative Filtering.
CoRR
Yi Yu, Qichen Zheng, Siyuan Yang, Wenhan Yang, Jun Liu, Shijian Lu, Yap-Peng Tan, Kwok-Yan Lam, Alex ChiChung Kot
2023 J jnl
Augmented Multi-Scale Spatiotemporal Inconsistency Magnifier for Generalized DeepFake Detection.
IEEE Trans. Multim.
Yang Yu, Xiaohui Zhao, Rongrong Ni, Siyuan Yang, Yao Zhao, Alex C. Kot
2023 A* conf
Frequency Guidance Matters in Few-Shot Learning.
ICCV
Hao Cheng, Siyuan Yang, Joey Tianyi Zhou, Lanqing Guo, Bihan Wen
2023 J jnl
MSVT: Multiple Spatiotemporal Views Transformer for DeepFake Video Detection.
IEEE Trans. Circuits Syst. Video Technol.
Yang Yu, Rongrong Ni, Yao Zhao, Siyuan Yang, Fen Xia, Ning Jiang, Guoqing Zhao
2023 J jnl
One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching.
CoRR
Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot
2023 J jnl
Progressive Channel-Shrinking Network.
CoRR
Jianhong Pan, Siyuan Yang, Lin Geng Foo, Qiuhong Ke, Hossein Rahmani, Zhipeng Fan, Jun Liu
2023 J jnl
Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization.
CoRR
Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Yongjian Hu, Alex C. Kot
2023 A* conf
Temporal Coherent Test Time Optimization for Robust Video Classification.
ICLR
Chenyu Yi, Siyuan Yang, Yufei Wang, Haoliang Li, Yap-Peng Tan, Alex C. Kot
2023 J jnl
Temporal Coherent Test-Time Optimization for Robust Video Classification.
CoRR
Chenyu Yi, Siyuan Yang, Yufei Wang, Haoliang Li, Yap-Peng Tan, Alex C. Kot
2021 — conf
Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions.
NeurIPS Datasets and Benchmarks
Chenyu Yi, Siyuan Yang, Haoliang Li, Yap-Peng Tan, Alex C. Kot
2021 J jnl
Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions.
CoRR
Chenyu Yi, Siyuan Yang, Haoliang Li, Yap-Peng Tan, Alex C. Kot
2021 A* conf
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning.
ICCV
Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot
2021 J jnl
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning.
CoRR
Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot
2020 J jnl
Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study.
IEEE Trans. Image Process.
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
2020 — conf
Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-order Feature Analysis.
ECCV (3)
Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot
2019 J jnl
GraphPoseGAN: 3D Hand Pose Estimation from a Monocular RGB Image via Adversarial Learning on Graphs.
CoRR
Yiming He, Wei Hu, Siyuan Yang, Xiaochao Qu, Pengfei Wan, Zongming Guo
2019 — conf
NTIRE 2019 Image Dehazing Challenge Report.
CVPR Workshops
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