Siyuan Yang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 55

Top Topics

Reinforcement Learning

Diffusion Models

Video Classification

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

IEEE Trans. Multim.

Publications

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) (2024)
Dianshu Liao, Shidong Pan, Siyuan Yang, Yitong Wang, Yanjie Zhao, Zhenchang Xing, Xiaoyu Sun
Automatically Analyzing Performance Issues in Android Apps: How Far Are We? CoRR (2024)
Jianhong Pan, Siyuan Yang, Lin Geng Foo, Qiuhong Ke, Hossein Rahmani, Zhipeng Fan, Jun Liu
Progressive Channel-Shrinking Network. IEEE Trans. Multim. 26 (2024)
Heng Liu, Siyuan Yang, Xin Liu, Gang Liu, Zheng Ma, Pingzhi Fan
Spatial-Doppler domain precoding for orthogonal time frequency space modulation with rake detector. Int. J. Commun. Syst. 37 (8) (2024)
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 (2024)
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) (2024)
Jinfeng Xu, Siyuan Yang, Xianzhi Li, Yuan Tang, Yixue Hao, Long Hu, Min Chen
PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation. CoRR (2024)
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 (2024)
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) (2024)
Siyuan Yang, Defu Lin, Shaoming He, Irfan Hussain, Lakmal D. Seneviratne
Aerial Swarm Search for GNSS-Denied Maritime Surveillance. IEEE Trans. Aerosp. Electron. Syst. 60 (3) (2024)
Ruohan Meng, Chenyu Yi, Yi Yu, Siyuan Yang, Bingquan Shen, Alex C. Kot
Semantic Deep Hiding for Robust Unlearnable Examples. CoRR (2024)
Mondher Bouazizi, Chuheng Zheng, Siyuan Yang, Tomoaki Ohtsuki
Dementia Detection from Speech: What If Language Models Are Not the Answer? Inf. 15 (1) (2024)
Siyuan Yang, Lu Zhang, Yu Liu, Zhizhuo Jiang, You He
Video Diffusion Models with Local-Global Context Guidance. CoRR (2023)
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) (2023)
Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot
One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching. CoRR (2023)
Siyuan Yang, Lu Zhang, Liqian Ma, Yu Liu, Jingjing Fu, You He
Magicremover: Tuning-free Text-guided Image inpainting with Diffusion Models. CoRR (2023)
Na Sun, Shuai Zhang, Puhang Jin, Nan Li, Siyuan Yang, Zijian Li, Ke Wang, Xiangmiao Hao, Fan Zhao
An intelligent plate fin-and-tube heat exchanger design system through integration of CFD, NSGA-II, ANN and TOPSIS. Expert Syst. Appl. 233 (2023)
Wei Dai, Siyuan Yang, Mondher Bouazizi, Tomoaki Ohtsuki
K-Means Clustering-Aided Dynamic Multi-Cell Optimization Algorithm for HAPS. GLOBECOM (2023)
Jianhong Pan, Siyuan Yang, Lin Geng Foo, Qiuhong Ke, Hossein Rahmani, Zhipeng Fan, Jun Liu
Progressive Channel-Shrinking Network. CoRR (2023)
Guanci Yang, Siyuan Yang, Kexin Luo, Shangen Lan, Ling He, Yang Li
Detection of non-suicidal self-injury based on spatiotemporal features of indoor activities. IET Biom. 12 (2) (2023)
Hao Cheng, Siyuan Yang, Joey Tianyi Zhou, Lanqing Guo, Bihan Wen
Frequency Guidance Matters in Few-Shot Learning. ICCV (2023)
Siyuan Yang, Lu Zhang, Yu Liu, Zhizhuo Jiang, You He
Video Diffusion Models with Local-Global Context Guidance. IJCAI (2023)
Chenyu Yi, Siyuan Yang, Yufei Wang, Haoliang Li, Yap-Peng Tan, Alex C. Kot
Temporal Coherent Test-Time Optimization for Robust Video Classification. CoRR (2023)
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)
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 (2023)
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 (2023)
Siyuan Yang, Mondher Bouazizi, Tomoaki Ohtsuki, Yohei Shibata, Wataru Takabatake, Kenji Hoshino, Atsushi Nagate
Deep Reinforcement Learning Evolution Algorithm for Dynamic Antenna Control in Multi-Cell Configuration HAPS System. Future Internet 15 (1) (2023)
Siyuan Yang, Mondher Bouazizi, Tomoaki Ohtsuki
Dynamic Antenna Control for HAPS Using Mean Field Reinforcement Learning in Multi-Cell Configuration. ICC (2023)
Pengfei Zhou, Siyuan Yang, Xiaohang Wu, Yang Shen
Calculation of regional agricultural production efficiency and empirical analysis of its influencing factors-based on DEA-CCR model and Tobit model. J. Comput. Methods Sci. Eng. 22 (1) (2022)
Siyuan Yang, Yuhao Sun
Status and Key Technologies of UAV-boat Cross-domain Collaborative Development. ICCNS (2022)
Kenshiro Wada, Siyuan Yang, Mondher Bouazizi, Tomoaki Ohtsuki, Yohei Shibata, Wataru Takabatake, Kenji Hoshino, Atsushi Nagate
Dynamic Antenna Control for HAPS Using Fuzzy Q-Learning in Multi-Cell Configuration. ICC (2022)
Xiaotong Jiang, Benlian Xu, Mingqiang Wei, Ke Wu, Siyuan Yang, Longgen Qian, Ningzhong Liu, Qingjin Peng
C2F-3DToothSeg: Coarse-to-fine 3D tooth segmentation via intuitive single clicks. Comput. Graph. 102 (2022)
Zhenyu Liu, Jiayan Wu, Siyuan Yang, Wei Lu
DOA Estimation Method Based on EMD and MUSIC for Mutual Interference in FMCW Automotive Radars. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Siyuan Yang, Yongyi Mao
Vector Quantization of Deep Convolutional Neural Networks With Learned Codebook. CWIT (2022)
Shan Gao, Zhi-Jian Chen, Xiangfeng Sun, Siyuan Yang, Bin Li, Xiao-Ling Lin
A Reconfigurable Active-RC Filter with Variable Gain and An RC-Reused Tuning Circuit. APCCAS (2022)
Siyuan Yang, Mondher Bouazizi, Tomoaki Ohtsuki, Yohei Shibata, Wataru Takabatake, Kenji Hoshino, Atsushi Nagate
Dynamic Antenna Control for HAPS Using Geometry-based Method in Multi-Cell Configuration. VTC Spring (2022)
Siyuan Yang, Mondher Bouazizi, Yuwen Cao, Tomoaki Ohtsuki
Inter-User Distance Estimation Based on a New Type of Fingerprint in Massive MIMO System for COVID-19 Contact Detection. Sensors 22 (16) (2022)
Chenyu Yi, Siyuan Yang, Haoliang Li, Yap-peng Tan, Alex C. Kot
Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions. CoRR (2021)
Siyuan Yang, Songyi Li, Jiayan Wu, Yong Chen, Zhenyu Liu
An accelerated architecture of change-point detection for FMCW radar mutual interference based on FPGA. Int. J. Circuit Theory Appl. 49 (11) (2021)
Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning. ICCV (2021)
Mondher Bouazizi, Siyuan Yang, Yuwen Cao, Tomoaki Ohtsuki
A Novel Approach for Inter-User Distance Estimation in 5G mmWave Networks Using Deep Learning. APCC (2021)
Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning. CoRR (2021)
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)
Zhenyu Liu, Wei Lu, Jiayan Wu, Siyuan Yang, Guangping Li
A PELT-KCN Algorithm for FMCW Radar Interference Suppression Based on Signal Reconstruction. IEEE Access 8 (2020)
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 (2020)
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)
Huihui Fang, Danni Ai, Weijian Cong, Siyuan Yang, Jianjun Zhu, Yong Huang, Hong Song, Yongtian Wang, Jian Yang
Topology Optimization Using Multiple-Possibility Fusion for Vasculature Extraction. IEEE Trans. Circuits Syst. Video Technol. 30 (2) (2020)
Yiming He, Wei Hu, Siyuan Yang, Xiaochao Qu, Pengfei Wan, Zongming Guo
GraphPoseGAN: 3D Hand Pose Estimation from a Monocular RGB Image via Adversarial Learning on Graphs. CoRR (2019)
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
NTIRE 2019 Image Dehazing Challenge Report. CVPR Workshops (2019)
Jianying Zheng, Siyuan Yang, Xiang Wang, Xiaofang Xia, Yang Xiao, Tieshan Li
A Decision Tree Based Road Recognition Approach Using Roadside Fixed 3D LiDAR Sensors. IEEE Access 7 (2019)
Jingfan Fan, Jian Yang, Yachen Wang, Siyuan Yang, Danni Ai, Yong Huang, Hong Song, Yongtian Wang, Dinggang Shen
Deep feature descriptor based hierarchical dense matching for X-ray angiographic images. Comput. Methods Programs Biomed. 175 (2019)
Jingfan Fan, Jian Yang, Yachen Wang, Siyuan Yang, Danni Ai, Yong Huang, Hong Song, Aimin Hao, Yongtian Wang
Multichannel Fully Convolutional Network for Coronary Artery Segmentation in X-Ray Angiograms. IEEE Access 6 (2018)
Siyuan Yang, Jian Yang, Yachen Wang, Qi Yang, Danni Ai, Yongtian Wang
Automatic Coronary Artery Segmentation in X-ray Angiograms by Multiple Convolutional Neural Networks. ICMIP (2018)
Yitian Zhao, Yalin Zheng, Yonghuai Liu, Yifan Zhao, Lingling Luo, Siyuan Yang, Tong Na, Yongtian Wang, Jiang Liu
Automatic 2-D/3-D Vessel Enhancement in Multiple Modality Images Using a Weighted Symmetry Filter. IEEE Trans. Medical Imaging 37 (2) (2018)
Lingling Luo, Yitian Zhao, Jian Yang, Yalin Zheng, Siyuan Yang, Danni Ai, Yongtian Wang
Cerebral vascular enhancement using a weighted 3D symmetry filter. ISBI (2017)