Hengyue Liang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Blind Deconvolution

Transfer Learning

Top Venues

IEEE Robotics Autom. Lett.

Publications

Hengyue Liang, Le Peng, Ju Sun
Selective Classification Under Distribution Shifts. CoRR (2024)
Hengyue Liang, Buyun Liang, Le Peng, Ying Cui, Tim Mitchell, Ju Sun
Optimization and Optimizers for Adversarial Robustness. CoRR (2023)
Hengkang Wang, Taihui Li, Zhong Zhuang, Tiancong Chen, Hengyue Liang, Ju Sun
Early Stopping for Deep Image Prior. Trans. Mach. Learn. Res. 2023 (2023)
Hengyue Liang, Buyun Liang, Ju Sun, Ying Cui, Tim Mitchell
Implications of Solution Patterns on Adversarial Robustness. CVPR Workshops (2023)
Le Peng, Hengyue Liang, Gaoxiang Luo, Taihui Li, Ju Sun
Rethinking Transfer Learning for Medical Image Classification. BMVC (2023)
Hengyue Liang, Buyun Liang, Ying Cui, Tim Mitchell, Ju Sun
Optimization for Robustness Evaluation Beyond ℓp Metrics. ICASSP (2023)
Hengyue Liang, Buyun Liang, Ying Cui, Tim Mitchell, Ju Sun
Metrics. CoRR (2022)
Hengkang Wang, Taihui Li, Zhong Zhuang, Tiancong Chen, Hengyue Liang, Ju Sun
Early Stopping for Deep Image Prior. CoRR (2021)
Hengyue Liang, Xibai Lou, Yang Yang, Changhyun Choi
Learning Visual Affordances with Target-Orientated Deep Q-Network to Grasp Objects by Harnessing Environmental Fixtures. ICRA (2021)
Taihui Li, Zhong Zhuang, Hengyue Liang, Le Peng, Hengkang Wang, Ju Sun
Self-Validation: Early Stopping for Single-Instance Deep Generative Priors. CoRR (2021)
Le Peng, Hengyue Liang, Taihui Li, Ju Sun
Rethink Transfer Learning in Medical Image Classification. CoRR (2021)
Yang Yang, Yuanhao Liu, Hengyue Liang, Xibai Lou, Changhyun Choi
Attribute-Based Robotic Grasping with One-Grasp Adaptation. ICRA (2021)
Yang Yang, Yuanhao Liu, Hengyue Liang, Xibai Lou, Changhyun Choi
Attribute-Based Robotic Grasping with One-Grasp Adaptation. CoRR (2021)
Taihui Li, Zhong Zhuang, Hengyue Liang, Le Peng, Hengkang Wang, Ju Sun
Self-Validation: Early Stopping for Single-Instance Deep Generative Priors. BMVC (2021)
Yang Yang, Hengyue Liang, Changhyun Choi
A Deep Learning Approach to Grasping the Invisible. IEEE Robotics Autom. Lett. 5 (2) (2020)
Yang Yang, Hengyue Liang, Changhyun Choi
A Deep Learning Approach to Grasping the Invisible. CoRR (2019)
Hengyue Liang, Xibai Lou, Changhyun Choi
Knowledge Induced Deep Q-Network for a Slide-to-Wall Object Grasping. CoRR (2019)