NTIRE 2019 Image Dehazing Challenge Report. - Codruta O. Ancuti; Cosmin Ancuti; Radu Timofte; Luc Van Gool; Lei Zhang 006; Ming-Hsuan Yang 001; Tiantong Guo; Xuelu Li; Venkateswararao Cherukuri; Vishal Monga; Hao Jiang 014; Siyuan Yang 001; et al. (CVPR Workshops, 2019)

GraphPoseGAN: 3D Hand Pose Estimation from a Monocular RGB Image via Adversarial Learning on Graphs. - Yiming He; Wei Hu 003; Siyuan Yang 001; Xiaochao Qu; Pengfei Wan 001; Zongming Guo (CoRR, 2019)

Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-order Feature Analysis. - Siyuan Yang 001; Jun Liu 036; Shijian Lu; Meng Hwa Er; Alex C. Kot (ECCV (3), 2020)

Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study. - Wenhan Yang; Ye Yuan 012; Wenqi Ren; Jiaying Liu 001; Walter J. Scheirer; Zhangyang Wang; Taiheng Zhang; Qiaoyong Zhong; Di Xie; Shiliang Pu; Yuqiang Zheng; Yanyun Qu; et al. (IEEE Trans. Image Process., 2020)

Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning. - Siyuan Yang 001; Jun Liu 036; Shijian Lu; Meng Hwa Er; Alex C. Kot (ICCV, 2021)

Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions. - Chenyu Yi; Siyuan Yang 001; Haoliang Li; Yap-Peng Tan; Alex C. Kot (NeurIPS Datasets and Benchmarks, 2021)

Frequency Guidance Matters in Few-Shot Learning. - Hao Cheng 016; Siyuan Yang 001; Joey Tianyi Zhou; Lanqing Guo; Bihan Wen (ICCV, 2023)

Temporal Coherent Test Time Optimization for Robust Video Classification. - Chenyu Yi; Siyuan Yang 001; Yufei Wang 006; Haoliang Li; Yap-Peng Tan; Alex C. Kot (ICLR, 2023)

Augmented Multi-Scale Spatiotemporal Inconsistency Magnifier for Generalized DeepFake Detection. - Yang Yu 039; Xiaohui Zhao; Rongrong Ni; Siyuan Yang 001; Yao Zhao 001; Alex C. Kot (IEEE Trans. Multim., 2023)

MSVT: Multiple Spatiotemporal Views Transformer for DeepFake Video Detection. - Yang Yu 039; Rongrong Ni; Yao Zhao 001; Siyuan Yang 001; Fen Xia; Ning Jiang; Guoqing Zhao (IEEE Trans. Circuits Syst. Video Technol., 2023)

STSP: Spatial-Temporal Subspace Projection for Video Class-Incremental Learning. - Hao Cheng 016; Siyuan Yang 001; Chong Wang 011; Joey Tianyi Zhou; Alex C. Kot; Bihan Wen (ECCV (28), 2024)

Towards Physical World Backdoor Attacks Against Skeleton Action Recognition. - Qichen Zheng; Yi Yu 011; Siyuan Yang 001; Jun Liu 036; Kwok-Yan Lam; Alex ChiChung Kot (ECCV (48), 2024)

Unlearnable Examples Detection via Iterative Filtering. - Yi Yu 011; Qichen Zheng; Siyuan Yang 001; Wenhan Yang; Jun Liu 036; Shijian Lu; Yap-Peng Tan; Kwok-Yan Lam; Alex C. Kot (ICANN (10), 2024)

One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching. - Siyuan Yang 001; Jun Liu 036; Shijian Lu; Meng Hwa Er; Alex C. Kot (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Semantic Deep Hiding for Robust Unlearnable Examples. - Ruohan Meng; Chenyu Yi; Yi Yu 011; Siyuan Yang 001; Bingquan Shen; Alex C. Kot (IEEE Trans. Inf. Forensics Secur., 2024)

Progressive Channel-Shrinking Network. - Jianhong Pan; Siyuan Yang 001; Lin Geng Foo; Qiuhong Ke; Hossein Rahmani 001; Zhipeng Fan 001; Jun Liu 036 (IEEE Trans. Multim., 2024)

Narrowing Domain Gaps With Bridging Samples for Generalized Face Forgery Detection. - Yang Yu 039; Rongrong Ni; Siyuan Yang 001; Yao Zhao 001; Alex C. Kot (IEEE Trans. Multim., 2024)

Self-Supervised 3D Action Representation Learning With Skeleton Cloud Colorization. - Siyuan Yang 001; Jun Liu 036; Shijian Lu; Meng Hwa Er; Yongjian Hu; Alex C. Kot (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

PVASS-MDD: Predictive Visual-Audio Alignment Self-Supervision for Multimodal Deepfake Detection. - Yang Yu 039; Xiaolong Liu; Rongrong Ni; Siyuan Yang 001; Yao Zhao 001; Alex C. Kot (IEEE Trans. Circuits Syst. Video Technol., 2024)

Cross-Modal Contrastive Pre-Training for Few-Shot Skeleton Action Recognition. - Mingqi Lu; Siyuan Yang 001; Xiaobo Lu; Jun Liu 036 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Adaptive Decision Boundary for Few-Shot Class-Incremental Learning. - Linhao Li; Yongzhang Tan; Siyuan Yang 001; Hao Cheng 016; Yongfeng Dong; Liang Yang (AAAI, 2025)

Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual. - Chong Wang 011; Lanqing Guo; Zixuan Fu; Siyuan Yang 001; Hao Cheng 016; Alex C. Kot; Bihan Wen (CVPR, 2025)

HRHuman: Tuning-Free Higher-Resolution Human Image Generation via Template Knowledge. - Ling Li 012; Lanqing Guo; Siyuan Yang 001; Qian Zheng; Yakun Ju; Weisi Lin; Alex C. Kot (ISCAS, 2025)

Temporal-Guided Spiking Neural Networks for Event-Based Human Action Recognition. - Siyuan Yang 001; Shilin Lu; Shizheng Wang; Meng Hwa Er; Zengwei Zheng; Alex C. Kot (CoRR, 2025)

Beyond the Horizon: Decoupling UAVs Multi-View Action Recognition via Partial Order Transfer. - Wenxuan Liu; Xian Zhong; Zhuo Zhou; Siyuan Yang 001; Chia-Wen Lin; Alex ChiChung Kot (CoRR, 2025)

Mining Generalized Multi-timescale Inconsistency for Detecting Deepfake Videos. - Yang Yu 039; Rongrong Ni; Siyuan Yang 001; Yu Ni; Yao Zhao 001; Alex C. Kot (Int. J. Comput. Vis., 2025)

MTL-UE: Learning to Learn Nothing for Multi-Task Learning. - Yi Yu 011; Song Xia; Siyuan Yang 001; Chenqi Kong; Wenhan Yang; Shijian Lu; Yap-Peng Tan; Alex C. Kot (CoRR, 2025)