Shuran Song |
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![]() Google Scholar / Twitter Shuran SongI am an assistant professor in computer science department at Columbia University, where I direct the Columbia Artificial Intelligence and Robotics (CAIR) Lab . My research focuses on computer vision and robotics. I鈥檓 interested in developing algorithms that enable intelligent systems to learn from their interactions with the physical world, and autonomously acquire the perception and manipulation skills necessary to execute complex tasks and assist people. Prospective Students & Post-docs: Prospective post-docs, please email me your CV directly. Current students at Columbia, please fill out this form. PhD applicants, please apply directly to the PhD program and mention my name in your application. Email: shurans at cs.columbia.edu Office: 624 CEPSR, 530 West 120th St, New York, NY 10027 ![]() ![]() ![]() ![]() ![]() ![]() IRP won Best Paper Award at RSS 2022! DextAIRity get selected as Best System Paper Finalist at RSS 2022! Received a NSF CAREER award Honored to be a 2022 Sloan Research Fellow FlingBot won Best System Paper Award at CoRL 2021! Honored to be a 2021 Microsoft Research Faculty Fellow TossingBot won 2020 IEEE Transactions on Robotics Best Paper Award! Form2Fit got ICRA'20 Best Paper in Automation Award Finalist Nerual Illumination got CVPR'19 Best Paper Award Finalist JP Morgan Faculty Research Award 2021 TRI Young Faculty Award 2021 Amazon Research Award 2020 TossingBot got RSS'19 Best Systems Paper Award and featured on the front page of The New York Times Business Learning Synergies between Pushing and Grasping got IROS Best Cognitive Robotics Paper Award Finalist Amazon Robotics Best Systems Paper Award 1st place winners of the stow task at the worldwide Amazon Picking Challenge with MIT Show more... Show less... Recent Talks Abstraction as Inductive Bias: Open-World 3D Scene Understanding without Open-World 3D Data ( Slide ) at Inductive Bias in Robot Learning Workshop @ CoRL'22 The Reasonable Effectiveness of Dynamic Manipulation for Deformable Objects( Talk ) at University of Toronto Robotics Institute Structure from Action: Articulated Object Structure Discovery with Active Interactions ( Slides ) at ICCV Struco3D Workshop Self-Adaptive Manipulation ( Slides ) ( Talk ) Unfolding the Unseen: Deformable Cloth Perception and Manipulation ( Slides Video PDF) ( Talk ) Active Scene Understanding with Robot Interactions ( Slides ) Category-level Pose Estimation ( Slides ) at ECCV2020 Workshop on Recovering 6D Object Pose Learning Visual Representations for Generalizable Manipulation ( Slides ) at CVPR2020 3D Scene Understanding for Vision, Graphics, and Robotics Show more... Show less... Publications Representative • See All Publications ![]() Cheng Chi, Siyuan Feng, Yilun Du, Zhenjia Xu, Eric Cousineau, Benjamin Burchfiel, Shuran Song arXiv preprint Webpage • Paper • ![]() Zhenjia Xu, Zhou Xian, Xingyu Lin, Cheng Chi, Zhiao Huang, Chuang Gan, Shuran Song arXiv preprint Webpage • Paper • ![]() Samir Yitzhak Gadre, Mitchell Wortsman, Gabriel Ilharco, Ludwig Schmidt, Shuran Song Conference on Computer Vision and Pattern Recognition (CVPR 2022) Webpage • Paper ![]() Alper Canberk, Cheng Chi, Huy Ha, Benjamin Burchfiel, Eric Cousineau, Siyuan Feng, Shuran Song International Conference on Robotics and Automation (ICRA 2023) Webpage • Paper • ![]() Jingxi Xu*, Han Lin*, Shuran Song, Matei Ciocarlie International Conference on Robotics and Automation (ICRA 2023) Webpage • Paper • ![]() Huy Ha, Shuran Song Conference on Robot Learning (CoRL2022) Webpage • Paper • Code • Demo on Huggingface ![]() Zeyi Liu, Zhenjia Xu, Shuran Song Conference on Robot Learning (CoRL2022) Webpage • Paper • Code ![]() Mengda Xu, Manuela Veloso, Shuran Song Conference on Neural Information Processing Systems (NeurIPS 2022) Webpage • Paper • Code ![]() Gabriel Ilharco*, Mitchell Wortsman*, Samir Yitzhak Gadre*, Shuran Song, Hannaneh Hajishirzi Simon Kornblith, Ali Farhadi, Ludwig Schmidt Conference on Neural Information Processing Systems (NeurIPS 2022) Webpage • Paper • Code ![]() Samir Yitzhak Gadre, Mitchell Wortsman, Gabriel Ilharco, Ludwig Schmidt, Shuran Song Arxiv Preprint Webpage • Paper • Code Coming Soon ![]() Cheng Chi, Benjamin Burchfiel, Eric Cousineau, Siyuan Feng, Shuran Song Robotics: Science and Systems (RSS) 2022 Best Paper Award • Best Student Paper Finalist • Webpage • Paper • Code ![]() Zhenjia Xu, Cheng Chi, Benjamin Burchfiel, Eric Cousineau, Siyuan Feng, Shuran Song Robotics: Science and Systems (RSS) 2022 Best System Paper Finalist • Webpage • Paper • Code ![]() Jimmy Wu, Xingyuan Sun, Andy Zeng, Shuran Song, Szymon Rusinkiewicz, Thomas Funkhouser Robotics and Automation Letters (RA-L) 2022 Intelligent Robots and Systems (IROS) 2022 Webpage • Paper • Code ![]() Jingxi Xu, Shuran Song, Matei Ciocarlie Robotics and Automation Letters (RA-L) 2022 Intelligent Robots and Systems (IROS) 2022 Webpage • Paper ![]() Shubham Agrawal*, Yulong Li*, Jen-Shuo Liu, Steven K. Feiner, Shuran Song Intelligent Robots and Systems (IROS) 2022 Webpage • Paper ![]() Samir Yitzhak Gadre, Kiana Ehsani, Shuran Song, Roozbeh Mottaghi, Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022) Webpage • Paper ![]() Zhenjia Xu, Zhanpeng He, Shuran Song Robotics and Automation Letters (RA-L) and ICRA 2022 Webpage • Paper ![]() Wenji Liu, Kai Bai, Xuming He, Shuran Song, Changxi Zheng, and Xiaopei Liu International Conference on Robotics and Automation (ICRA 2022) Code • Paper ![]() Xiaolong Li, Yijia Weng, Li Yi, Leonidas Guibas, A. Lynn Abbott, Shuran Song, He Wang NeurIPS, 2021 Webpage • Paper • Code ![]() Huy Ha, Shuran Song Conference on Robot Learning (CoRL2021) Best System Paper Award • Webpage • Paper • Code ![]() Cheng Chi, Shuran Song IEEE International Conference on Computer Vision (ICCV2021) Webpage • Paper • Code ![]() Samir Yitzhak Gadre, Kiana Ehsani, Shuran Song IEEE International Conference on Computer Vision (ICCV2021) Webpage (with online Demo!) • Paper • Code ![]() Iretiayo Akinola*, Jingxi Xu*, Shuran Song, and Peter Allen International Conference on Intelligent Robots and Systems (IROS) 2021 Webpage • Paper ![]() Zhenjia Xu, Beichun Qi, Shubham Agrawal, Shuran Song International Conference on Robotics and Automation (ICRA 2021) Webpage • Paper • Code ![]() Jimmy Wu, Xingyuan Sun, Andy Zeng, Shuran Song, Szymon Rusinkiewicz, Thomas Funkhouser International Conference on Robotics and Automation (ICRA 2021) Webpage • Paper • Code ![]() Boyuan Chen, Yuhang Hu, Robert Kwiatkowski, Shuran Song, Hod Lipson International Conference on Robotics and Automation (ICRA 2021) Webpage • Paper • Code ![]() Yiqing Liang, Boyuan Chen, Shuran Song International Conference on Robotics and Automation (ICRA 2021) Webpage • Paper • Code ![]() Zhenjia Xu*, Zhanpeng He*, Jiajun Wu, Shuran Song Conference on Robot Learning (CoRL) 2020 Webpage • Paper • Code ![]() Huy Ha*, Shubham Agrawal*, Shuran Song Conference on Robot Learning (CoRL) 2020 Webpage • Paper Code ![]() Huy Ha, Jingxi Xu, Shuran Song Conference on Robot Learning (CoRL) 2020 Webpage • Paper • Code ![]() Chengzhi Mao, Amogh Gupta, Vikram Nitin, Baishakhi Ray, Shuran Song, Junfeng Yang, Carl Vondrick European Conference on Computer Vision (ECCV) 2020 Oral Presentation • PDF ![]() Shuran Song, Andy Zeng, Johnny Lee, Thomas Funkhouser Intelligent Robots and Systems (IROS) 2020 Robotics and Automation Letters (RA-L) 2020 Webpage • PDF ![]() Jimmy Wu, Xingyuan Sun, Andy Zeng, Shuran Song, Johnny Lee, Szymon Rusinkiewicz, Thomas Funkhouser Robotics: Science and Systems (RSS) 2020 Webpage • PDF ![]() Xiaolong Li, He Wang, Li Yi, Leonidas Guibas, A. Lynn Abbott, Shuran Song Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020 Oral Presentation • Webpage • PDF ![]() Kevin Zakka, Andy Zeng, Johnny Lee, Shuran Song International Conference on Robotics and Automation (ICRA 2020) Best Paper Award in Automation Finalist • Webpage • PDF ![]() Shreeyak S. Sajjan, Matthew Moore, Mike Pan, Ganesh Nagaraja, Johnny Lee, Andy Zeng, Shuran Song International Conference on Robotics and Automation (ICRA 2020) Webpage • PDF ![]() Lin Yen-Chen, Andy Zeng, Shuran Song, Phillip Isola, Tsung-Yi Lin International Conference on Robotics and Automation (ICRA 2020) Webpage • PDF ![]() Andy Zeng, Shuran Song, Stefan Welker, Johnny Lee, Alberto Rodriguez, Thomas Funkhouser Robotics: Science and Systems 2019 (RSS 2019) IEEE Transactions on Robotics (T-RO 2020) Best System Paper Award Best Student Paper Finalist • Webpage • PDF ![]() Zhenjia Xu, Jiajun Wu, Andy Zeng, Joshua Tenenbaum, Shuran Song Robotics: Science and Systems 2019 (RSS 2019) Webpage • PDF ![]() He Wang, Srinath Sridhar, Jingwei Huang, Julien Valentin, Shuran Song , Leonidas J. Guibasi Proceedings of 32th IEEE Conference on Computer Vision and Pattern Recognition (CVPR2019) Oral Presentation • Webpage • PDF ![]() Shuran Song and Thomas Funkhouser Proceedings of 32th IEEE Conference on Computer Vision and Pattern Recognition (CVPR2019) Oral Presentation • Webpage • PDF ![]() Michelle Guo, Edward Chou, Shuran Song, De-An Huang, Serena Yeung, Li Fei-Fei European Conference on Computer Vision (ECCV2018) PDF ![]() A. Zeng, S. Song, S. Welker, J. Lee, A. Rodriguez, T. Funkhouser Intelligent Robots and Systems (IROS) 2020 Best Cognitive Robotics Paper Award Finalist • Webpage • PDF ![]() S. Song, A. Zeng, A. X. Chang, M. Savva, S. Savarese, T. Funkhouser Proceedings of 31th IEEE Conference on Computer Vision and Pattern Recognition CVPR2018 Oral Presentation • Webpage • PDF ![]() A. Zeng, S. Song, K. Yu, E. Donlon, F. R. Hogan, M. Bauza, D. Ma, O. Taylor, M. Liu, E. Romo, N. Fazeli, F. Alet, N. C. Dafle, R. Holladay, I. Morona, P. Q. Nair, D. Green, I. Taylor, W. Liu, T. Funkhouser, A. Rodriguez (ICRA2018) Amazon Robotics Best Systems Paper Award • Webpage • PDF ![]() S. Song, F. Yu, A. Zeng, A. Chang, M. Savva, T. Funkhouser Proceedings of 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR2017) Oral Presentation • Webpage • PDF ![]() A. Zeng, S. Song, M. Nie脽ner, M. Fisher, J. Xiao and T. Funkhouser. Proceedings of 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR2017) Oral Presentation • Webpage • PDF ![]() Y. Zhang*, S. Song*, E. Yumer, M. Savva, J. Lee, H. Jin, T. Funkhouser. Proceedings of 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR2017) Oral Presentation • Webpage • PDF ![]() A. X. Chang, A. Dai, T. Funkhouser, M. Halber, M. Nie脽ner, M. Savva, S. Song , A. Zeng, Y. Zhang IEEE International Conference on 3D Vision (3DV 2017) Webpage • PDF ![]() A. Zeng, K.T. Yu, S. Song, D. Suo, E. Walker Jr., A. Rodriguez, and J. Xiao International Conference on Robotics and Automation (ICRA2017) Webpage • PDF ![]() S. Song, and J. Xiao. Proceedings of 29th IEEE Conference on Computer Vision and Pattern Recognition (CVPR2016) Webpage • PDF ![]() A. Chang, T. Funkhouser, L. Guibas, P. Hanrahan, Q. Huang, Z. Li, S. Savarese, M. Savva, S. Song, H. Su, J. Xiao, L. Yi, and F. Yu. arXiv:1512.03012 [cs.CV] 9 Dec 2015 Webpage • PDF ![]() S. Song, S. Lichtenberg and J. Xiao Proceedings of 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR2015) Oral Presentation [Watch it on Techtalks] • Webpage • PDF ![]() Z. Wu, S. Song, A. Khosla, F. Yu, L. Zhang, X. Tang and J. Xiao Proceedings of 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR2015) Oral Presentation [Watch it on Techtalks] • Webpage • PDF ![]() S. Song, L. Zhang, and J. Xiao. arXiv:1507.02703 [cs.CV] 9 Jul 2015 Webpage • PDF ![]() F. Yu, A. Seff, Y. Zhang, S. Song and J. Xiao. arXiv:1506.03365 [cs.CV] 10 Jun 2015 Webpage • PDF ![]() S. Song and J. Xiao Proceedings of the 13th European Conference on Computer Vision (ECCV2014) Oral Presentation [Watch it on Videolectures] • Webpage • PDF ![]() Y. Zhang, S. Song, P. Tan, and J. Xiao Proceedings of the 13th European Conference on Computer Vision (ECCV2014) Oral Presentation [Watch it on Videolectures] • Webpage • PDF ![]() S. Song and J. Xiao Proceedings of 14th IEEE International Conference on Computer Vision (ICCV2013) Webpage • PDF Show more... Show less... TeachingCOMS 4733 Computational Aspects of Robotics,2022 COMS 6998 Topics in Robot Learning, 2021 COMS 4733 Computational Aspects of Robotics, 2020 COMS 6998 Topics in Robot Learning Teaching Assistant: Princeton COS126 General Computer Science, 2015 Teaching Assistant: HKUST ELEC1100 Introduction to Electro-Robot Design , 2011,2012 Teaching Assistant: HKUST ELEC1200A System View of Communications: from Signals to Packets, 2011 |
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