Yan Li (李岩)

Senior Research Engineer

Kuaishou.

Biography

I am currently a senior research engineer in Kuaishou.

Before that, I received my PhD degree in Pattern Recognition and Intelligent System from Institute of Automation, Chinese Academy of Sciences (CASIA) in 2019 advised by Kaiqi Huang and my bachelor degree in Automation from Department of Automation, Tsinghua University in 2014.

My previous research interests include image object classification/detection, zero/few-shot learning and weakly/semi supervised learning. My current work focuses on multimodal learning for video understanding.

Interests

Artificial Intelligence
Computer Vision
Deep Learning

Education

PhD in Pattern Recognition and Intelligent System, 2014-2019
Institution of Automation, Chinese Academy of Sciences (CASIA)
BSc in Automation, 2010-2014
Department of Automation, Tsinghua University

Recent News

[²⁰²¹⁄₀₃] Join Kuaishou as a Senior Research Engineer.
[²⁰²⁰⁄₀₂] One paper is accepted by CVPR 2020.
[²⁰¹⁹⁄₀₉] One paper is accepted by NeurIPS 2019. Congratulations to Ziyu.
[²⁰¹⁹⁄₀₈] Join Tencent Inc. as a Senior Research Engineer.
[²⁰¹⁹⁄₀₇] One paper is accepted by ICCV 2019. Congratulations to Zhimao.
[²⁰¹⁹⁄₀₅] Successfully defend my PhD.

Publications

[CVPR2020] “TEA: Temporal Excitation and Aggregration for Action Recognition.” Yan Li, Bin Ji, Xintian Shi, Jianguo Zhang, Bin Kang, Limin Wang. [arxiv_with_suppl] [paper] [code]
[NeurIPS19] “Transductive Zero-Shot Learning with Visual Structure Constraint.” Ziyu Wan, Dongdong Chen, Yan Li, Junge Zhang, Yizhou Yu and Jing Liao. [arxiv]
[ICCV19] “Few-Shot Image Recognition with Knowledge Transfer.” Zhimao Peng, Zechao Li, Junge Zhang, Yan Li, Guo-Jun Qi, Jinhui Tang.
[TPAMI19] “Mixed Supervised Object Detection with Robust Objectness Transfer.” Yan Li, Junge Zhang, Kaiqi Huang, Jianguo Zhang. [arxiv with suppl] [paper]
[CVPR18 (Oral)] “Discriminative Learning of Latent Features for Zero-Shot Recognition.” Yan Li, Junge Zhang, Jianguo Zhang, Kaiqi Huang. [arxiv with suppl] [paper]
[AAAI18] “Deep Semantic Structural Constraints for Zero-Shot Learning.” Yan Li, Zhen Jia (co-first author), Junge Zhang, Kaiqi Huang, Tieniu Tan. [paper]

Academic Participation

AAAI, PC Member
CVPR/ICCV/ECCV, Reviewer
TMM/TCSVT/PR, Reviewer