宋晨 | Chen Song

I am a Senior Applied Research Scientist at Cruise. I work on the 3D perception system in autonomous vehicles.

In 2024, I received my Ph.D. degree from the Department of Computer Science at the University of Texas at Austin, advised by Prof. Qixing Huang. In 2019, I received my undergraduate degree from Simon Fraser University and Zhejiang University (Dual-Degree Program). I was advised by Prof. Hao (Richard) Zhang and Prof. Arash (Ali) Mahdavi-Amiri at Simon Fraser University.

[Google Scholar] [LinkedIn] [GitHub]

Personal E-mail: chensong1117 AT gmail DOT com

	PPLNs: Parametric Piecewise Linear Networks for Event-Based Temporal Modeling and Beyond Chen Song, Zhenxiao Liang, Bo Sun, Qixing Huang Advances in Neural Information Processing Systems (NeurIPS 2024) [Paper] [Code]
	An Optimization Framework to Enforce Multi-View Consistency for Texturing 3D Meshes Using Pre-Trained Text-to-Image Models Zhengyi Zhao, Chen Song, Xiaodong Gu, Yuan Dong, Qi Zuo,Weihao Yuan, Zilong Dong, Liefeng Bo, Qixing Huang Proceedings of the European Conference on Computer Vision (ECCV 2024) [Paper]
	TutteNet: Injective 3D Deformations by Composition of 2D Mesh Deformations Bo Sun, Thibault Groueix, Chen Song, Qixing Huang, Noam Aigerman Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024) [Paper] [Code]
	Multi-View Representation is What You Need for Point-Cloud Pre-Training Siming Yan, Chen Song, Youkang Kong, Qixing Huang Proceedings of the International Conferences on Learning Representations (ICLR 2024) [Paper]
	DeblurSR: Event-Based Motion Deblurring Under the Spiking Representation Chen Song, Chandrajit Bajaj, Qixing Huang Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI 2024) [Paper] [Code] [Visualization]
	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 (ICCV 2023) [Paper] [Code]
	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 Computers & Graphics, Volume 113, June 2023, Pages 102-112 [Paper]
	E-CIR: Event-Enhanced Continuous Intensity Recovery Chen Song, Qixing Huang, Chandrajit Bajaj Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022) [Paper] [Code] [Visualization]
	HybridPose: 6D Object Pose Estimation under Hybrid Representations Chen Song, Jiaru Song, Qixing Huang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2020) [Paper] [Code]
	Scalable Distributed Visual Computing for Line-Rate Video Streams Chen Song, Jiacheng Chen, Ryan Shea, Andy Sun, Arrvindh Shriraman, Jiangchuan Liu Proceedings of ACM Multimedia Systems Conference (MMSys 2018) [Paper]

LiDAR-Based 3D Object Detection via Hybrid 2D Semantic Scene Generation
Haitao Yang, Zaiwei Zhang, Xiangru Huang, Min Bai, Chen Song, Bo Sun, Li Erran Li, Qixing Huang
arXiv pre-print
[Paper]

2024/07 - Present Sensior applied research scientist at Cruise.
2023/05 - 2024/08 Applied research scientist intern at Cruise.
2020/06 - 2020/08 Research intern at Microsoft Research.
2019/03 - 2020/05 Machine learning research intern at Borealis AI.
2018/01 - 2018/04 Software engineer intern at Arista Networks.

2019/06 Dean of Applied Science Convocation Medal, Simon Fraser University
2019/06 Computing Science Graduation Award, Simon Fraser University
2019/06 President's & Dean's Honour Roll, Simon Fraser University
2019/01 The Finger Food Studios Award in Applied Sciences, Simon Fraser University
2019/01 The Matthew Leduc Memorial Scholarship in Computing Science, Simon Fraser University
2019/01 Undergraduate Open Scholarship, Simon Fraser University
2018/05 VPR Undergraduate Student Research Award, Simon Fraser University
2018/02 President's & Dean's Honour Roll, Simon Fraser University
2017/10 Mark and Nancy Brooks Computing Science Innovation Award, Simon Fraser University
2017/10 President's & Dean's Honour Roll, Simon Fraser University
2017/10 SFU Alumni Scholarship, Simon Fraser University
2017/09 Undergraduate Open Scholarship, Simon Fraser University
2017/06 Joe and Mary Merchant Scholarship in Science, Simon Fraser University
2016/12 Class I Scholarship for Academic Excellence, Zhejiang University
2016/12 Class I Scholarship for Excellent Students, Zhejiang University
2016/09 SFU Zhejiang University DDP Entrance Scholarship, Simon Fraser University
2015/12 Class II Scholarship for Academic Excellence, Zhejiang University

宋晨 | Chen Song

Publications

Pre-Prints

Experience

Awards