职称:教授
邮箱:lexinyi@sjtu.edu.cn
地址:电信群楼2号楼
Research Interests
Xinyi Le, Ph.D., Forbes 30 under 30, Shanghai Science & Technology 35 under 35
Starting from brain-inspired neural networks, Dr. Le has built a series of methods and tools for demand understanding, model reuse, and software automation based on embodied AI, promoting the efficiency and safety of manufacturing industry.
Education and Working Experience
2016.6~now Shanghai Jiao Tong University
2012.8~2016.5 The Chinese University of Hong Kong
2011.7~2011.9 The Chinese University of Hong Kong
2008.8~2012.7 Tsinghua University
Awards and Honors
2017 Shanghai Pujiang Talent
2019 Forbes China 30 under 30
2020 Shanghai Rising Star Talent
2022 Young Chief Scientist for National Key R&D Program
2024 Recipient of Excellent Young Scientists Fund
2024 Shanghai Science & Technology 35 under 35
Papers
As the first /corresponding author, Dr. Le has published more than 60 academic papers, with more than 3,600 Google citations and an h-index of 27. Some representative works (# Corresponding Author) are as follows:
[1] J. Wang, Z. Ma, Y. Li, S. Zhang, C. Chen, K. Chen, X. Le#, GTA: A Benchmark for General Tool Agents, NeurIPS 2024.
[2] D. Pang, X. Le#, X. Guan, J. Wang, LFT: Neural ordinary differential equations with learnable final-time, IEEE Transactions on Neural Networks and Learning Systems, vol.35, no.5, pp.6918-6927, 2024.
[3] Z. You, L. Cui, Y. Shen, K. Yang, X. Lu, Y. Zheng, X. Le#, A unified model for multi-class anomaly detection, NeurIPS 2022 spotlight. (Citations: 368)
[4] Y. Wang, H. Wang, Y. Shen, J. Fei, W. Li, G. Jin, L. Wu, R. Zhao, X. Le#, Semi-supervised semantic segmentation using unreliable pseudo-labels, CVPR 2022. (Citations: 582)
[5] Z. Huang, Y. Yu, J. Xu, F. Ni, X. Le#, PF-net: Point fractal network for 3D point cloud completion, CVPR 2020. (Citations: 586)
Services
Associate Editor: IEEE Transactions on Systems, Man, and Cybernetics: Systems
Young Editorial Board Member: IEEE/CAA Journal of Automatica Sinica
Program Chair: The 18th International Symposium on Neural Networks (ISNN 2024)
Publication Chair: International Conference on Neural Information Processing (ICONIP 2018, 2020)
Chinese version:https://sais.sjtu.edu.cn/faculty/yuexinyi.html