Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning. - Danruo Deng; Guangyong Chen; Jianye Hao; Qiong Wang 001; Pheng-Ann Heng (NeurIPS, 2021)

Flat-Aware Cross-Stage Distilled Framework for Imbalanced Medical Image Classification. - Jinpeng Li 004; Guangyong Chen; Hangyu Mao; Danruo Deng; Dong Li 016; Jianye Hao; Qi Dou 001; Pheng-Ann Heng (MICCAI (3), 2022)

Uncertainty Estimation by Fisher Information-based Evidential Deep Learning. - Danruo Deng; Guangyong Chen; Yang Yu; Furui Liu; Pheng-Ann Heng (ICML, 2023)

Adaptive Negative Evidential Deep Learning for Open-set Semi-supervised Learning. - Yang Yu 070; Danruo Deng; Furui Liu; Yueming Jin; Qi Dou 001; Guangyong Chen; Pheng-Ann Heng (CoRR, 2023)

ANEDL: Adaptive Negative Evidential Deep Learning for Open-Set Semi-supervised Learning. - Yang Yu 070; Danruo Deng; Furui Liu; Qi Dou 001; Yueming Jin; Guangyong Chen; Pheng-Ann Heng (AAAI, 2024)

Dual Ensembled Multiagent Q-Learning with Hypernet Regularizer. - Yaodong Yang 002; Guangyong Chen; Hongyao Tang; Furui Liu; Danruo Deng; Pheng-Ann Heng (AAMAS, 2025)