Siming Yan

According to our database, Siming Yan authored at least 19 papers between 2013 and 2026.

Collaborative distances:

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

2026

DriveTok: 3D Driving Scene Tokenization for Unified Multi-View Reconstruction and Understanding.

Dong Zhuo, Wenzhao Zheng, Sicheng Zuo, Siming Yan, Lu Hou, Jie Zhou, Jiwen Lu

CoRR, March, 2026

Wavelet-based decoupling framework for low-light stereo image enhancement.

Shuangli Du, Siming Yan, Zhenghao Shi, Zhenzhen You, Lu Sun

Inf. Sci., 2026

2025

DrivePI: Spatial-aware 4D MLLM for Unified Autonomous Driving Understanding, Perception, Prediction and Planning.

Zhe Liu, Runhui Huang, Rui Yang, Siming Yan, Zining Wang, Lu Hou, Di Lin, Xiang Bai, Hengshuang Zhao

CoRR, December, 2025

Representation Learning for Point Cloud Understanding.

Siming Yan

CoRR, December, 2025

2024

3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining.

Siming Yan, Yuqi Yang, Yu-Xiao Guo, Hao Pan, Peng-Shuai Wang, Xin Tong, Yang Liu, Qixing Huang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Multi-View Representation is What You Need for Point-Cloud Pre-Training.

Siming Yan, Chen Song, Youkang Kong, Qixing Huang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

ViGoR: Improving Visual Grounding of Large Vision Language Models with Fine-Grained Reward Modeling.

Siming Yan, Min Bai, Weifeng Chen, Xiong Zhou, Qixing Huang, Li Erran Li

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

TAssembly: Data-driven fractured object assembly using a linear template model.

Ziyue Deng, Junfeng Jiang, Zhengming Chen, Wenxi Zhang, Qingqiang Yao, Chen Song, Yifan Sun, Zhenpei Yang, Siming Yan, Qixing Huang, Chandrajit Bajaj

Comput. Graph., June, 2023

Learning from Multi-View Representation for Point-Cloud Pre-Training.

Siming Yan, Chen Song, Youkang Kong, Qixing Huang

CoRR, 2023

Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning.

Siming Yan, Zhenpei Yang, Haoxiang Li, Chen Song, Li Guan, Hao Kang, Gang Hua, Qixing Huang

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

2022

Implicit Autoencoder for Point Cloud Self-supervised Representation Learning.

Siming Yan, Zhenpei Yang, Haoxiang Li, Li Guan, Hao Kang, Gang Hua, Qixing Huang

CoRR, 2022

2021

Unsupervised neural network models of the ventral visual stream.

Chengxu Zhuang, Siming Yan, Aran Nayebi, Martin Schrimpf, Michael C. Frank, James J. DiCarlo, Daniel L. K. Yamins

Proc. Natl. Acad. Sci. USA, 2021

HPNet: Deep Primitive Segmentation Using Hybrid Representations.

Siming Yan, Zhenpei Yang, Chongyang Ma, Haibin Huang, Etienne Vouga, Qixing Huang

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

Scene Synthesis via Uncertainty-Driven Attribute Synchronization.

Haitao Yang, Zaiwei Zhang, Siming Yan, Haibin Huang, Chongyang Ma, Yi Zheng, Chandrajit Bajaj, Qixing Huang

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

2020

Extreme Relative Pose Network Under Hybrid Representations.

Zhenpei Yang, Siming Yan, Qixing Huang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Recurrent Feedback Improves Feedforward Representations in Deep Neural Networks.

Siming Yan, Xuyang Fang, Bowen Xiao, Harold Rockwell, Yimeng Zhang, Tai Sing Lee

CoRR, 2019

2018

Calcium removal from cardiac ct images using deep convolutional neural network.

Siming Yan, Feng Shi, Yuhua Chen, Damini Dey, Sang-Eun Lee, Hyuk-Jae Chang, Debiao Li, Yibin Xie

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

Leveraging Diverse Lexical Chains to Construct Essays for Chinese College Entrance Examination.

Liunian Li, Xiaojun Wan, Jin-ge Yao, Siming Yan

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

2013

Design considerations for non-intrusive load monitoring hardware platforms in smart building.

Jie Mei, Siming Yan, Guannan Qu, Dawei He, Thomas G. Habetler

Proceedings of the 2013 IEEE Industry Applications Society Annual Meeting, 2013