Long-Kai Huang

Senior Researcher

Machine Learning Center, Tencent AI Lab

Email: HLONGKAI at gmail dot com


I obtained my Ph.D. in SCSE at NTU, advised by Sinno Jialin Pan.

Prior to that, I received B.Eng. from Sun Yat-Sen University and did my undergraduate thesis with Wei-Shi Zheng.


I am always looking for interns who are interested in machine learning, especially in transfer learning, meta-learning or generalization theory and their applications in drug discovery. Please send me your CV if you are interested.


Selected Publications

Frustratingly Easy Transferability Estimation [pdf]

Long-Kai Huang, Yu Rong, Qiang Yang, Junzhou Huang, Ying Wei

International Conference on Machine Learning (ICML), 2022

Functionally Regionalized Knowledge Transfer for Low-resource Drug Discovery

Huaxiu Yao, Ying Wei, Long-Kai Huang, Ding Xue, Junzhou Huang, Zhenhui Li

35th Conference on Neural Information Processing Systems (NeurIPS), 2021

Improving Generalization in Meta-learning via Task Augmentation [pdf]

Huaxiu Yao*, Long-Kai Huang*, Linjun Zhang, Ying Wei, Li Tian, James Zou, Junzhou Huang, Zhenhui Li

International Conference on Machine Learning (ICML), 2021

(Note: * indicates equal contributions. )

Communication-Efficient Distributed PCA by Riemannian Optimization [pdf]

Long-Kai Huang and Sinno Jialin Pan

International Conference on Machine Learning (ICML), 2020

Accelerate Learning of Deep HashingWith Gradient Attention [pdf][code]

Long-Kai Huang, Jianda Chen, Sinno Jialin Pan

International Conference on Computer Vision (ICCV), 2019

Online Hashing [arxiv][code]

Long-Kai Huang, Qiang Yang, Wei-Shi Zheng

IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018.

Class-Wise Supervised Hashing with Label Embedding and Active Bits [pdf]

Long-Kai Huang, Sinno Jialin Pan

International Joint Conference on Artificial Intelligence (IJCAI), 2016

Smart Hashing Update for Fast Response [pdf]

Qiang Yang, Long-Kai Huang, Wei-Shi Zheng

International Joint Conference on Artificial Intelligence (IJCAI), 2013

Online Hashing [pdf]

Long-Kai Huang, Qiang Yang, Wei-Shi Zheng

International Joint Conference on Artificial Intelligence (IJCAI), 2013