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Li Yi is a researcher in 3D perception, human-robot interaction and embodied AI. He received his Ph.D. from Stanford and worked at Google before joining Tsinghua. See his publications, projects and contact information.
- Equivariance
@inproceedings{liu2023self, title={Self-Supervised...
- AutoGPart
Training a generalizable 3D part segmentation network is...
- Cams
@InProceedings{Zheng_2023_CVPR, author = {Zheng, Juntian and...
- Equivariance
Dr. Li is an Associate Professor at NTU and a software reliability and security expert. He leads the SRSLab@NTU and has won several awards for his research publications.
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One one-year postdocvacancies are available to work on topics related to data stream algorithms, low distortion metric embeddings and randomized numerical linear algebra. The duration of the posts...One funded PhD student position is available. The research area is expected to be related to data stream algorithms, low distortion metric embeddings and randomized numerical linear algebra. If you...Cheng Chen, Yi Li, and Yiming Sun. Online Active Regression. arXiv:2207.05945 (This version supersedes, and significantly improves, [C31])Yi Li and Mingmou Liu. Sparsity-Dimension Trade-Offs for Oblivious Subspace Embeddings. arXiv:2212.02913Zhengyang Guo, Yi Li, and Shaoyu Pei. Expected Size of Random Tukey Layers and Convex Layers. Computational Geometry: Theory and Applications 103, Article No. 101856, Apr 2022. pdfYi Li, Ruosong Wang, and David Woodruff. Tight Bounds for the Subspace Sketch Problem with Applications. SIAM J. Comp. 50(4), pp 1287--1335, 2021. pdf (This version supersedes [C19])Yi Li and Vasileios Nakos. Sublinear-Time Algorithms for Compressive Phase Retrieval. IEEE Trans. Info. Theory, 66(11), pp 7302--7310, 2020. pdf (This paper supersedes, and is radically different f...Yi Li, Huy Le Nguyen, and David Woodruff. On Approximating Matrix Norms in a Stream. SIAM J. Comput., 48(6), pp 1643--1697, 2019. pdf (This version supersedes [C4], [C9] and part of [C11])Aarshvi Gajjar, Wai Ming Tai, Xingyu Xu, Chinmay Hegde, Christopher Musco, Yi Li. Agnostic Active Learning of Single Index Models withLinear Sample Complexity. Proceedings of COLT 2024, to appear....Sheng-Jun Huang, Yi Li, Yiming Sun, and Ying-Peng Tang. One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Models. Proceedings of ICLR 2024. (No physical publication) Open Re...Yi Li, Honghao Lin, and David Woodruff. Optimal Sketching for Residual Error Estimation for Matrix and Vector Norms. Proceedings of ICLR 2024. (No physical publication) Open Review linkYi Li, Honghao Lin, and David P. Woodruff. ℓp-Regression in the Arbitrary Partition Model of Communication. Proceedings of Machine Learning Research 195:4902-4928, 2023. (Proceedings of COLT 2023)...MOE AcRF Tier 2. Feb 2023 -- Jan 2026. Amount awarded: 489,600 SGD.MOE AcRF Tier 1. Mar 2022 -- Aug 2024. Amount awarded: 189,000 SGD.MOE AcRF Tier 2. Jan 2019 -- Mar 2022. Amount awarded: 593,050 SGD.At Nanyang Technological UniversityAt Shanghai Jiaotong UniversityConference programme committee: ISAAC'18, FOCS'20, RANDOM'21, ISAAC'23, ALT'24, WALCOM'25Editor of the SICOMP special issue for FOCS'20Workshop organizer:Pointnet++: Deep hierarchical feature learning on point sets in a metric space. CR Qi, L Yi, H Su, LJ Guibas. Advances in neural information processing systems 30. , 2017. 11498. 2017. Shapenet:...
Yi Li joined the Division of Mathematical Sciences at NTU in August 2016. Prior to NTU, he was a research scientist at Facebook for a short while after spending 2 years as a postdoc at Harvard University, Max-Planck Institute for Informatics and the Simons Institute for the Theory of Computing.
Li Yi, Li-yi or Liyi may refer to: Li Yi (poet) (746/748–827/829), Tang dynasty poet. Emperor Xuānzong of Tang (810–859), name Li Yi, Chinese emperor of the Tang Dynasty. Hermengild Li Yi (1923–2012), Chinese Roman Catholic bishop.
Yi Li Associate Professor. College of Computing and Data Science (CCDS) Nanyang Technological University (NTU) Address: Block N4-02b-63 50 Nanyang Avenue, Singapore 639798 Phone: +65 6790 4287 Email Twitter LinkedIn GitHub Bitbucket Google Scholar ORCID
