Yang, Siyuan

15 publications

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

NeurIPS 2025 HumanoidGen: Data Generation for Bimanual Dexterous Manipulation via LLM Reasoning Zhi Jing, Siyuan Yang, Jicong Ao, Ting Xiao, Yu-Gang Jiang, Chenjia Bai

IJCAI 2025 KP-PINNs: Kernel Packet Accelerated Physics Informed Neural Networks Siyuan Yang, Cheng Song, Zhilu Lai, Wenjia Wang

ICML 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 Kot

CVPR 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

ICCV 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 Kot

CVPR 2024 PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation Jinfeng Xu, Siyuan Yang, Xianzhi Li, Yuan Tang, Yixue Hao, Long Hu, Min Chen

ECCV 2024 STSP: Spatial-Temporal Subspace Projection for Video Class-Incremental Learning Hao Cheng, Siyuan Yang, Chong Wang, Joey Tianyi Zhou, Alex Kot, Bihan Wen

ECCV 2024 Towards Physical World Backdoor Attacks Against Skeleton Action Recognition Qichen Zheng, Yi Yu, Siyuan Yang, Jun Liu, Kwok-Yan Lam, Alex Kot

ICCV 2023 Frequency Guidance Matters in Few-Shot Learning Hao Cheng, Siyuan Yang, Joey Tianyi Zhou, Lanqing Guo, Bihan Wen

ICLR 2023 Temporal Coherent Test Time Optimization for Robust Video Classification Chenyu Yi, Siyuan Yang, Yufei Wang, Haoliang Li, Yap-peng Tan, Alex Kot

IJCAI 2023 Video Diffusion Models with Local-Global Context Guidance Siyuan Yang, Lu Zhang, Yu Liu, Zhizhuo Jiang, You He

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

ECCV 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

CVPRW 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