Ziyang Song

According to our database, Ziyang Song authored at least 40 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Unsupervised 3D Object Segmentation of Point Clouds by Geometry Consistency.

Ziyang Song, Bo Yang

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

HA-Bins: Hierarchical Adaptive Bins for Robust Monocular Depth Estimation Across Multiple Datasets.

Ruijie Zhu, Ziyang Song, Li Liu, Jianfeng He, Tianzhu Zhang, Yongdong Zhang

IEEE Trans. Circuits Syst. Video Technol., June, 2024

The Aerial Guide Dog: A Low-Cognitive-Load Indoor Electronic Travel Aid for Visually Impaired Individuals.

Xiaochen Zhang, Ziyi Pan, Ziyang Song, Yang Zhang, Wujing Li, Shiyao Ding

Sensors, 2024

P2DFlow: A Protein Ensemble Generative Model with SE(3) Flow Matching.

Yaowei Jin, Qi Huang, Ziyang Song, Mingyue Zheng, Dan Teng, Qian Shi

CoRR, 2024

TrajGPT: Irregular Time-Series Representation Learning for Health Trajectory Analysis.

Ziyang Song, Qingcheng Lu, He Zhu, David Buckeridge, Yue Li

CoRR, 2024

Plane2Depth: Hierarchical Adaptive Plane Guidance for Monocular Depth Estimation.

Li Liu, Ruijie Zhu, Jiacheng Deng, Ziyang Song, Wenfei Yang, Tianzhu Zhang

CoRR, 2024

ScaleDepth: Decomposing Metric Depth Estimation into Scale Prediction and Relative Depth Estimation.

Ruijie Zhu, Chuxin Wang, Ziyang Song, Li Liu, Tianzhu Zhang, Yongdong Zhang

CoRR, 2024

Bidirectional Generative Pre-training for Improving Time Series Representation Learning.

Ziyang Song, Qincheng Lu, He Zhu, Yue Li

CoRR, 2024

OSN: Infinite Representations of Dynamic 3D Scenes from Monocular Videos.

Ziyang Song, Jinxi Li, Bo Yang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models.

Zhanyue Qin, Haochuan Wang, Deyuan Liu, Ziyang Song, Cunhang Fan, Zhao Lv, Jinlin Wu, Zhen Lei, Zhiying Tu, Dianhui Chu, Xiaoyan Yu, Dianbo Sui

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

MixEHR-Nest: Identifying Subphenotypes within Electronic Health Records through Hierarchical Guided-Topic Modeling.

Ruohan Wang, Zilong Wang, Ziyang Song, David Buckeridge, Yue Li

Proceedings of the 15th ACM International Conference on Bioinformatics, 2024

TimelyGPT: Extrapolatable Transformer Pre-training for Long-term Time-Series Forecasting in Healthcare.

Ziyang Song, Qincheng Lu, Hao Xu, He Zhu, David Buckeridge, Yue Li

Proceedings of the 15th ACM International Conference on Bioinformatics, 2024

2023

Performance Analysis and Optimal Design of HARQ-IR-Aided Terahertz Communications.

Ziyang Song, Zheng Shi, Jiaji Su, Qingping Dou, Guanghua Yang, Haichuan Ding, Shaodan Ma

IEEE Trans. Veh. Technol., October, 2023

Design and Evaluation of the Extended FBS Model Based Gaze-Control Power Wheelchair for Individuals Facing Manual Control Challenges.

Xiaochen Zhang, Jiazhen Li, Lingling Jin, Jie Zhao, Qianbo Huang, Ziyang Song, Xinyu Liu, Ding-Bang Luh

Sensors, 2023

TIFace: Improving Facial Reconstruction through Tensorial Radiance Fields and Implicit Surfaces.

Ruijie Zhu, Jiahao Chang, Ziyang Song, Jiahuan Yu, Tianzhu Zhang

CoRR, 2023

TimelyGPT: Recurrent Convolutional Transformer for Long Time-series Representation.

Ziyang Song, Qincheng Lu, Hao Xu, Yue Li

CoRR, 2023

EC-Depth: Exploring the consistency of self-supervised monocular depth estimation under challenging scenes.

Ruijie Zhu, Ziyang Song, Chuxin Wang, Jianfeng He, Tianzhu Zhang

CoRR, 2023

The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation.

Lingdong Kong, Yaru Niu, Shaoyuan Xie, Hanjiang Hu, Lai Xing Ng, Benoit R. Cottereau, Ding Zhao, Liangjun Zhang, Hesheng Wang, Wei Tsang Ooi, Ruijie Zhu, Ziyang Song, Li Liu, Tianzhu Zhang, Jun Yu, Mohan Jing, Pengwei Li, Xiaohua Qi, Cheng Jin, Yingfeng Chen, Jie Hou, Jie Zhang, Zhen Kan, Qiang Ling, Liang Peng, Minglei Li, Di Xu, Changpeng Yang, Yuanqi Yao, Gang Wu, Jian Kuai, Xianming Liu, Junjun Jiang, Jiamian Huang, Baojun Li, Jiale Chen, Shuang Zhang, Sun Ao, Zhenyu Li, Runze Chen, Haiyong Luo, Fang Zhao, Jingze Yu

CoRR, 2023

NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic Videos.

Jinxi Li, Ziyang Song, Bo Yang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

VSCHH 2023: A Benchmark for the View Synthesis Challenge of Human Heads.

Youngkyoon Jang, Jiali Zheng, Jifei Song, Helisa Dhamo, Eduardo Pérez-Pellitero, Thomas Tanay, Matteo Maggioni, Richard Shaw, Sibi Catley-Chandar, Yiren Zhou, Jiankang Deng, Ruijie Zhu, Jiahao Chang, Ziyang Song, Jiahuan Yu, Tianzhu Zhang, Khanh-Binh Nguyen, Joon-Sung Yang, Andreea Dogaru, Bernhard Egger, Heng Yu, Aarush Gupta, Joel Julin, László A. Jeni, Hyeseong Kim, Jungbin Cho, Dosik Hwang, Deukhee Lee, Doyeon Kim, Dongseong Seo, SeungJin Jeon, YoungDon Choi, Jun Seok Kang, Ahmet Cagatay Seker, Sang Chul Ahn, Ales Leonardis, Stefanos Zafeiriou

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ActFormer: A GAN-based Transformer towards General Action-Conditioned 3D Human Motion Generation.

Liang Xu, Ziyang Song, Dongliang Wang, Jing Su, Zhicheng Fang, Chenjing Ding, Weihao Gan, Yichao Yan, Xin Jin, Xiaokang Yang, Wenjun Zeng, Wei Wu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Secure HARQ-IR-Aided Terahertz Communications.

Yongkang Li, Ziyang Song, Zheng Shi, Qingping Dou, Hongjiang Lei, Jinming Wen, Junbin Fang

Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

2022

Outage Probability Analysis of HARQ-Aided Terahertz Communications.

Ziyang Song, Zheng Shi, Qingping Dou, Guanghua Yang, Yunfei Li, Shaodan Ma

CoRR, 2022

ActFormer: A GAN Transformer Framework towards General Action-Conditioned 3D Human Motion Generation.

Ziyang Song, Dongliang Wang, Nan Jiang, Zhicheng Fang, Chenjing Ding, Weihao Gan, Wei Wu

CoRR, 2022

OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point Clouds.

Ziyang Song, Bo Yang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Automatic Phenotyping by a Seed-guided Topic Model.

Ziyang Song, Yuanyi Hu, Aman Verma, David L. Buckeridge, Yue Li

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Bayesian inference for infinite asymmetric Gaussian mixture with feature selection.

Ziyang Song, Samr Ali, Nizar Bouguila

Soft Comput., 2021

Outage Probability Analysis of HARQ-Aided Terahertz Communications.

Ziyang Song, Jiahui Feng, Zheng Shi, Qingping Dou, Guanghua Yang, Yunfei Li, Shaodan Ma

Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

Multi-scale Matching Networks for Semantic Correspondence.

Dongyang Zhao, Ziyang Song, Zhenghao Ji, Gangming Zhao, Weifeng Ge, Yizhou Yu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Supervised multi-specialist topic model with applications on large-scale electronic health record data.

Ziyang Song, Xavier Sumba Toral, Yixin Xu, Aihua Liu, Liming Guo, Guido Powell, Aman Verma, David L. Buckeridge, Ariane Marelli, Yue Li

Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2020

Background subtraction using infinite asymmetric Gaussian mixture models with simultaneous feature selection.

Ziyang Song, Samr Ali, Nizar Bouguila

IET Image Process., 2020

Nonparametric hierarchical mixture models based on asymmetric Gaussian distribution.

Ziyang Song, Samr Ali, Nizar Bouguila, Wentao Fan

Digit. Signal Process., 2020

Attention-Oriented Action Recognition for Real- Time Human-Robot Interaction.

Ziyang Song, Ziyi Yin, Zejian Yuan, Chong Zhang, Wanchao Chi, Yonggen Ling, Shenghao Zhang

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Learning End-to-End Action Interaction by Paired-Embedding Data Augmentation.

Ziyang Song, Zejian Yuan, Chong Zhang, Wanchao Chi, Yonggen Ling, Shenghao Zhang

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

Variational Inference of Finite Asymmetric Gaussian Mixture Models.

Ziyang Song, Ornela Bregu, Samr Ali, Nizar Bouguila

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

A Silicon Resonant Accelerometer with Vibrating Beam Integrated with Comb Fingers Sensing Structure.

Ziyang Song, Jian Cui, Qiancheng Zhao

Proceedings of the 14th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2019

Residual Squeeze-and-Excitation Network for Battery Cell Surface Inspection.

Ziyang Song, Zejian Yuan, Tie Liu

Proceedings of the 16th International Conference on Machine Vision Applications, 2019

Hierarchical Reconfiguration Optimization of Distribution Network Considering Multiple Indexes.

Jun Liu, Fan Yang, Ziyang Song, Xiaokang Liu

Proceedings of the ICITEE-2019: 2nd International Conference on Information Technologies and Electrical Engineering, 2019

Learning to Plan Semantic Free-Space Boundary.

Ziyi Yin, Ziyang Song, Zejian Yuan

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Bayesian Learning of Infinite Asymmetric Gaussian Mixture Models for Background Subtraction.

Ziyang Song, Samr Ali, Nizar Bouguila

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019