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ORCIDSiyuan Yang 0001
Person information
- affiliation: Nanyang Technological University, Singapore
Other persons with the same name
- Siyuan Yang — disambiguation page
- Siyuan Yang 0002
![[0000-0001-9483-1419]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-9483-1419")
— Keio University, Yokohama, Japan - Siyuan Yang 0003 — Guangdong University of Technology, Guangzhou, China
- Siyuan Yang 0004 — Southwest Jiaotong University, Chengdu, China
- Siyuan Yang 0005 — Shandong Jiaotong University, China
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2020 – today
- 2025
[j11]Yang Yu, Rongrong Ni, Siyuan Yang, Yu Ni, Yao Zhao, Alex C. Kot:
Mining Generalized Multi-timescale Inconsistency for Detecting Deepfake Videos. Int. J. Comput. Vis. 133(4): 1532-1548 (2025)- [c9]Linhao Li, Yongzhang Tan, Siyuan Yang, Hao Cheng, Yongfeng Dong, Liang Yang:
Adaptive Decision Boundary for Few-Shot Class-Incremental Learning. AAAI 2025: 18359-18367 - [i11]Chong Wang, Lanqing Guo, Zixuan Fu, Siyuan Yang, Hao Cheng, Alex C. Kot, Bihan Wen:
Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual. CoRR abs/2503.01288 (2025) - [i10]Siyuan Yang, Shilin Lu, Shizheng Wang, Meng Hwa Er, Zengwei Zheng, Alex C. Kot:
Temporal-Guided Spiking Neural Networks for Event-Based Human Action Recognition. CoRR abs/2503.17132 (2025) - 2024
- [j10]Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Yongjian Hu, Alex C. Kot:
Self-Supervised 3D Action Representation Learning With Skeleton Cloud Colorization. IEEE Trans. Pattern Anal. Mach. Intell. 46(1): 509-524 (2024) - [j9]Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot:
One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching. IEEE Trans. Pattern Anal. Mach. Intell. 46(7): 5149-5156 (2024) - [j8]Yang Yu, Xiaolong Liu, Rongrong Ni, Siyuan Yang, Yao Zhao, Alex C. Kot:
PVASS-MDD: Predictive Visual-Audio Alignment Self-Supervision for Multimodal Deepfake Detection. IEEE Trans. Circuits Syst. Video Technol. 34(8): 6926-6936 (2024) - [j7]Mingqi Lu, Siyuan Yang, Xiaobo Lu, Jun Liu:
Cross-Modal Contrastive Pre-Training for Few-Shot Skeleton Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 34(10): 9798-9807 (2024) - [j6]Ruohan Meng, Chenyu Yi, Yi Yu, Siyuan Yang, Bingquan Shen, Alex C. Kot:
Semantic Deep Hiding for Robust Unlearnable Examples. IEEE Trans. Inf. Forensics Secur. 19: 6545-6558 (2024) - [j5]Jianhong Pan, Siyuan Yang, Lin Geng Foo, Qiuhong Ke, Hossein Rahmani, Zhipeng Fan, Jun Liu:
Progressive Channel-Shrinking Network. IEEE Trans. Multim. 26: 2016-2026 (2024) - [j4]Yang Yu, Rongrong Ni, Siyuan Yang, Yao Zhao, Alex C. Kot:
Narrowing Domain Gaps With Bridging Samples for Generalized Face Forgery Detection. IEEE Trans. Multim. 26: 3405-3417 (2024) - [c8]Qichen Zheng, Yi Yu, Siyuan Yang, Jun Liu, Kwok-Yan Lam, Alex ChiChung Kot:
Towards Physical World Backdoor Attacks Against Skeleton Action Recognition. ECCV (48) 2024: 215-233 - [c7]Hao Cheng, Siyuan Yang, Chong Wang, Joey Tianyi Zhou, Alex C. Kot, Bihan Wen:
STSP: Spatial-Temporal Subspace Projection for Video Class-Incremental Learning. ECCV (28) 2024: 374-391 - [c6]Yi Yu, Qichen Zheng, Siyuan Yang, Wenhan Yang, Jun Liu, Shijian Lu, Yap-Peng Tan, Kwok-Yan Lam, Alex C. Kot:
Unlearnable Examples Detection via Iterative Filtering. ICANN (10) 2024: 241-256 - [i9]Ruohan Meng, Chenyu Yi, Yi Yu, Siyuan Yang, Bingquan Shen, Alex C. Kot:
Semantic Deep Hiding for Robust Unlearnable Examples. CoRR abs/2406.17349 (2024) - [i8]Yi Yu, Qichen Zheng, Siyuan Yang, Wenhan Yang, Jun Liu, Shijian Lu, Yap-Peng Tan, Kwok-Yan Lam, Alex ChiChung Kot:
Unlearnable Examples Detection via Iterative Filtering. CoRR abs/2408.08143 (2024) - [i7]Qichen Zheng, Yi Yu, Siyuan Yang, Jun Liu, Kwok-Yan Lam, Alex C. Kot:
Towards Physical World Backdoor Attacks against Skeleton Action Recognition. CoRR abs/2408.08671 (2024) - 2023
- [j3]Yang Yu, Rongrong Ni, Yao Zhao, Siyuan Yang, Fen Xia, Ning Jiang, Guoqing Zhao:
MSVT: Multiple Spatiotemporal Views Transformer for DeepFake Video Detection. IEEE Trans. Circuits Syst. Video Technol. 33(9): 4462-4471 (2023) - [j2]Yang Yu, Xiaohui Zhao, Rongrong Ni, Siyuan Yang, Yao Zhao, Alex C. Kot:
Augmented Multi-Scale Spatiotemporal Inconsistency Magnifier for Generalized DeepFake Detection. IEEE Trans. Multim. 25: 8487-8498 (2023) - [c5]Hao Cheng, Siyuan Yang, Joey Tianyi Zhou, Lanqing Guo, Bihan Wen:
Frequency Guidance Matters in Few-Shot Learning. ICCV 2023: 11780-11790 - [c4]Chenyu Yi, Siyuan Yang, Yufei Wang, Haoliang Li, Yap-Peng Tan, Alex C. Kot:
Temporal Coherent Test Time Optimization for Robust Video Classification. ICLR 2023 - [i6]Chenyu Yi, Siyuan Yang, Yufei Wang, Haoliang Li, Yap-Peng Tan, Alex C. Kot:
Temporal Coherent Test-Time Optimization for Robust Video Classification. CoRR abs/2302.14309 (2023) - [i5]Jianhong Pan, Siyuan Yang, Lin Geng Foo, Qiuhong Ke, Hossein Rahmani, Zhipeng Fan, Jun Liu:
Progressive Channel-Shrinking Network. CoRR abs/2304.00280 (2023) - [i4]Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Yongjian Hu, Alex C. Kot:
Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization. CoRR abs/2304.08799 (2023) - [i3]Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot:
One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching. CoRR abs/2307.07286 (2023) - 2021
- [c3]Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot:
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning. ICCV 2021: 13403-13413 - [c2]Chenyu Yi, Siyuan Yang, Haoliang Li, Yap-Peng Tan, Alex C. Kot:
Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions. NeurIPS Datasets and Benchmarks 2021 - [i2]Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot:
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning. CoRR abs/2108.01959 (2021) - [i1]Chenyu Yi, Siyuan Yang, Haoliang Li, Yap-Peng Tan, Alex C. Kot:
Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions. CoRR abs/2110.06513 (2021) - 2020
- [j1]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:
Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study. IEEE Trans. Image Process. 29: 5737-5752 (2020) - [c1]Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot:
Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-order Feature Analysis. ECCV (3) 2020: 769-786
Coauthor Index
aka: Alex C. Kot
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