Hansi Yang

According to our database, Hansi Yang authored at least 16 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Searching to Exploit Memorization Effect in Deep Learning With Noisy Labels.

Hansi Yang, Quanming Yao, Bo Han, James T. Kwok

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Multiagent Reinforcement Learning Enhanced Decision-making of Crew Agents During Floor Construction Process.

Bin Yang, Boda Liu, Yilong Han, Xin Meng, Yifan Wang, Hansi Yang, Jianzhuang Xia

CoRR, 2024

Communication-Efficient and Privacy-Preserving Decentralized Meta-Learning.

Hansi Yang, James T. Kwok

CoRR, 2024

Mixup Augmentation with Multiple Interpolations.

Lifeng Shen, Jincheng Yu, Hansi Yang, James T. Kwok

CoRR, 2024

Loss-aware Curriculum Learning for Heterogeneous Graph Neural Networks.

Zhen Hao Wong, Hansi Yang, Xiaoyi Fu, Quanming Yao

CoRR, 2024

2023

Efficient Hyper-parameter Optimization with Cubic Regularization.

Zhenqian Shen, Hansi Yang, Yong Li, James T. Kwok, Quanming Yao

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

An Adaptive Policy to Employ Sharpness-Aware Minimization.

Weisen Jiang, Hansi Yang, Yu Zhang, James T. Kwok

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Leveraging per Image-Token Consistency for Vision-Language Pre-training.

Yunhao Gou, Tom Ko, Hansi Yang, James T. Kwok, Yu Zhang, Mingxuan Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Positive-Unlabeled Node Classification with Structure-aware Graph Learning.

Hansi Yang, Yongqi Zhang, Quanming Yao, James T. Kwok

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Efficient Low-Rank Semidefinite Programming With Robust Loss Functions.

Quanming Yao, Hansi Yang, En-Liang Hu, James T. Kwok

IEEE Trans. Pattern Anal. Mach. Intell., 2022

AutoWeird: Weird Translational Scoring Function Identified by Random Search.

Hansi Yang, Yongqi Zhang, Quanming Yao

CoRR, 2022

Efficient Variance Reduction for Meta-learning.

Hansi Yang, James T. Kwok

Proceedings of the International Conference on Machine Learning, 2022

2021

Tensorizing Subgraph Search in the Supernet.

Hansi Yang, Quanming Yao, James T. Kwok

CoRR, 2021

2020

Searching to Exploit Memorization Effect in Learning with Noisy Labels.

Quanming Yao, Hansi Yang, Bo Han, Gang Niu, James Tin-Yau Kwok

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Searching to Exploit Memorization Effect in Learning from Corrupted Labels.

Hansi Yang, Quanming Yao, Bo Han, Gang Niu

CoRR, 2019

Music Genre Classification Using Duplicated Convolutional Layers in Neural Networks.

Hansi Yang, Wei-Qiang Zhang

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019