Quanziang Wang

14 papers A* 2Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Diagnosing BN discrepancy in rehearsal-based class incremental learning.
Int. J. Mach. Learn. Cybern.
Minghao Zhou, Quanziang Wang, Renzhen Wang, Jun Shu, Qian Zhao, Hong Wang, Deyu Meng
2026 J jnl
Warm-start or cold-start? A comparison of generalizability in gradient-based hyperparameter tuning.
Neural Networks
Yubo Zhou, Jun Shu, Chengli Tan, Haishan Ye, Quanziang Wang, Junmin Liu, Deyu Meng, Ivor W. Tsang, Guang Dai
2025 J jnl
Data-Distill-Net: A Data Distillation Approach Tailored for Reply-based Continual Learning.
CoRR
Wenyang Liao, Quanziang Wang, Yichen Wu, Renzhen Wang, Deyu Meng
2025 J jnl
Semi-Supervised Regression with Heteroscedastic Pseudo-Labels.
CoRR
Xueqing Sun, Renzhen Wang, Quanziang Wang, Yichen Wu, Xixi Jia, Deyu Meng
2025 J jnl
Singular Value Fine-tuning for Few-Shot Class-Incremental Learning.
CoRR
Zhiwu Wang, Yichen Wu, Renzhen Wang, Haokun Lin, Quanziang Wang, Qian Zhao, Deyu Meng
2024 J jnl
Dual-CBA: Improving Online Continual Learning via Dual Continual Bias Adaptors from a Bi-level Optimization Perspective.
CoRR
Quanziang Wang, Renzhen Wang, Yichen Wu, Xixi Jia, Minghao Zhou, Deyu Meng
2024 J jnl
Relational Experience Replay: Continual Learning by Adaptively Tuning Task-Wise Relationship.
IEEE Trans. Multim.
Quanziang Wang, Renzhen Wang, Yuexiang Li, Dong Wei, Hong Wang, Kai Ma, Yefeng Zheng, Deyu Meng
2023 A* conf
CBA: Improving Online Continual Learning via Continual Bias Adaptor.
ICCV
Quanziang Wang, Renzhen Wang, Yichen Wu, Xixi Jia, Deyu Meng
2023 J jnl
CBA: Improving Online Continual Learning via Continual Bias Adaptor.
CoRR
Quanziang Wang, Renzhen Wang, Yichen Wu, Xixi Jia, Deyu Meng
2023 A* conf
Imbalanced Semi-supervised Learning with Bias Adaptive Classifier.
ICLR
Renzhen Wang, Xixi Jia, Quanziang Wang, Yichen Wu, Deyu Meng
2022 J jnl
Diagnosing Batch Normalization in Class Incremental Learning.
CoRR
Minghao Zhou, Quanziang Wang, Jun Shu, Qian Zhao, Deyu Meng
2022 J jnl
Learning to Adapt Classifier for Imbalanced Semi-supervised Learning.
CoRR
Renzhen Wang, Xixi Jia, Quanziang Wang, Deyu Meng
2021 J jnl
Residual Moment Loss for Medical Image Segmentation.
CoRR
Quanziang Wang, Renzhen Wang, Yuexiang Li, Kai Ma, Yefeng Zheng, Deyu Meng
2021 J jnl
Revisiting Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship.
CoRR
Quanziang Wang, Yuexiang Li, Dong Wei, Renzhen Wang, Kai Ma, Yefeng Zheng, Deyu Meng