Knowledge Induced Deep Q-Network for a Slide-to-Wall Object Grasping. - Hengyue Liang; Xibai Lou; Changhyun Choi (CoRR, 2019)

A Deep Learning Approach to Grasping the Invisible. - Yang Yang 083; Hengyue Liang; Changhyun Choi (IEEE Robotics Autom. Lett., 2020)

Self-Validation: Early Stopping for Single-Instance Deep Generative Priors. - Taihui Li; Zhong Zhuang; Hengyue Liang; Le Peng; Hengkang Wang; Ju Sun (BMVC, 2021)

Attribute-Based Robotic Grasping with One-Grasp Adaptation. - Yang Yang 083; Yuanhao Liu; Hengyue Liang; Xibai Lou; Changhyun Choi (ICRA, 2021)

Learning Visual Affordances with Target-Orientated Deep Q-Network to Grasp Objects by Harnessing Environmental Fixtures. - Hengyue Liang; Xibai Lou; Yang Yang 083; Changhyun Choi (ICRA, 2021)

Rethink Transfer Learning in Medical Image Classification. - Le Peng; Hengyue Liang; Taihui Li; Ju Sun (CoRR, 2021)

Optimization for Robustness Evaluation beyond 𝓁p Metrics. - Hengyue Liang; Buyun Liang 001; Ying Cui; Tim Mitchell; Ju Sun (CoRR, 2022)

Rethinking Transfer Learning for Medical Image Classification. - Le Peng; Hengyue Liang; Gaoxiang Luo; Taihui Li; Ju Sun (BMVC, 2023)

Implications of Solution Patterns on Adversarial Robustness. - Hengyue Liang; Buyun Liang 001; Ju Sun; Ying Cui; Tim Mitchell (CVPR Workshops, 2023)

Optimization for Robustness Evaluation Beyond ℓp Metrics. - Hengyue Liang; Buyun Liang 001; Ying Cui; Tim Mitchell; Ju Sun (ICASSP, 2023)

Optimization and Optimizers for Adversarial Robustness. - Hengyue Liang; Buyun Liang 001; Le Peng; Ying Cui; Tim Mitchell; Ju Sun (CoRR, 2023)

Early Stopping for Deep Image Prior. - Hengkang Wang; Taihui Li; Zhong Zhuang; Tiancong Chen; Hengyue Liang; Ju Sun (Trans. Mach. Learn. Res., 2023)

Selective Classification Under Distribution Shifts. - Hengyue Liang; Le Peng; Ju Sun (Trans. Mach. Learn. Res., 2024)

A Baseline Method for Removing Invisible Image Watermarks using Deep Image Prior. - Hengyue Liang; Taihui Li; Ju Sun (Trans. Mach. Learn. Res., 2025)