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2020 – today
- 2026
[j9]Zhiming Xu
, Suorong Yang, Baile Xu, Furao Shen, Jian Zhao:
Dual prototypes for adaptive pre-trained model in class-incremental learning. Neural Networks 196: 108389 (2026)- [j8]Suorong Yang, Hongchao Yang, Suhan Guo, Furao Shen, Jian Zhao:
IPF-RDA: An Information-Preserving Framework for Robust Data Augmentation. IEEE Trans. Pattern Anal. Mach. Intell. 48(2): 1339-1354 (2026) - 2025
- [j7]Xin Xiong, Xiangyu Wang, Suorong Yang, Furao Shen, Jian Zhao:
GMNI: Achieve good data augmentation in unsupervised graph contrastive learning. Neural Networks 181: 106804 (2025) - [j6]Hongchao Yang, Suorong Yang, Lingming Zhang, Hui Dou, Furao Shen, Jian Zhao:
CS-QCFS: Bridging the performance gap in ultra-low latency spiking neural networks. Neural Networks 184: 107076 (2025) - [j5]Suorong Yang, Tianyue Zhang, Zhiming Xu, Peijia Li, Baile Xu, Furao Shen, Jian Zhao:
Supervised contrastive learning with prototype distillation for data incremental learning. Neural Networks 190: 107651 (2025) - [j4]Suorong Yang, Peijia Li, Xin Xiong, Furao Shen, Jian Zhao:
AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation. IEEE Trans. Image Process. 34: 4843-4855 (2025) - [c4]Di Zhang, Jingdi Lei, Junxian Li, Xunzhi Wang, Yujie Liu, Zonglin Yang, Jiatong Li, Weida Wang, Suorong Yang, Jianbo Wu, Peng Ye, Wanli Ouyang, Dongzhan Zhou:
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning. CVPR 2025: 9050-9061 - [c3]Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou, Furao Shen:
A CLIP-Powered Framework for Robust and Generalizable Data Selection. ICLR 2025 - [c2]Suorong Yang, Peng Ye, Furao Shen, Dongzhan Zhou:
When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration. ICML 2025 - [i21]Jucheng Hu, Suorong Yang, Dongzhan Zhou, Lijun Wu:
DONOD: Robust and Generalizable Instruction Fine-Tuning for LLMs via Model-Intrinsic Dataset Pruning. CoRR abs/2504.14810 (2025) - [i20]Suorong Yang, Peng Ye, Furao Shen, Dongzhan Zhou:
When Dynamic Data Selection Meets Data Augmentation. CoRR abs/2505.03809 (2025) - [i19]Sha Zhang, Suorong Yang, Tong Xie, Xiangyuan Xue, Zixuan Hu, Rui Li, Wenxi Qu, Zhenfei Yin, Tianfan Fu, Di Hu, Andres M. Bran, Nian Ran, Bram Hoex, Wangmeng Zuo, Philippe Schwaller, Wanli Ouyang, Lei Bai, Yanyong Zhang, Lingyu Duan, Shixiang Tang, Dongzhan Zhou:
Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI. CoRR abs/2506.19613 (2025) - [i18]Suorong Yang, Peijia Li, Furao Shen, Jian Zhao:
RL-Selector: Reinforcement Learning-Guided Data Selection via Redundancy Assessment. CoRR abs/2506.21037 (2025) - [i17]Pengfei Zhou, Jie Xia, Xiaopeng Peng, Wangbo Zhao, Zilong Ye, Zekai Li, Suorong Yang, Jiadong Pan, Yuanxiang Chen, Ziqiao Wang, Kai Wang, Qian Zheng, Xiaojun Chang, Gang Pan, Shurong Dong, Kaipeng Zhang, Yang You:
Neural-Driven Image Editing. CoRR abs/2507.05397 (2025) - [i16]Suorong Yang, Peijia Li, Yujie Liu, Zhiming Xu, Peng Ye, Wanli Ouyang, Furao Shen, Dongzhan Zhou:
Multimodal-Guided Dynamic Dataset Pruning for Robust and Efficient Data-Centric Learning. CoRR abs/2507.12750 (2025) - [i15]Jucheng Hu, Suorong Yang, Dongzhan Zhou:
Δ-AttnMask: Attention-Guided Masked Hidden States for Efficient Data Selection and Augmentation. CoRR abs/2508.09199 (2025) - [i14]Suorong Yang, Hongchao Yang, Suhan Guo, Furao Shen, Jian Zhao:
IPF-RDA: An Information-Preserving Framework for Robust Data Augmentation. CoRR abs/2509.16678 (2025) - [i13]Youxu Shi, Suorong Yang, Dong Liu:
Exposing Hallucinations To Suppress Them: VLMs Representation Editing With Generative Anchors. CoRR abs/2509.21997 (2025) - [i12]Suorong Yang, Jie Zong, Lihang Wang, Ziheng Qin, Hai Gan, Pengfei Zhou, Kai Wang, Yang You, Furao Shen:
On-the-Fly Data Augmentation via Gradient-Guided and Sample-Aware Influence Estimation. CoRR abs/2510.00434 (2025) - [i11]Zhiming Xu, Baile Xu, Jian Zhao, Furao Shen, Suorong Yang:
Parameter-Efficient Augment Plugin for Class-Incremental Learning. CoRR abs/2512.03537 (2025) - 2024
- [j3]Suorong Yang, Suhan Guo, Jian Zhao, Furao Shen:
Investigating the effectiveness of data augmentation from similarity and diversity: An empirical study. Pattern Recognit. 148: 110204 (2024) - [c1]Suorong Yang, Furao Shen, Jian Zhao:
EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification. ECCV (66) 2024: 197-214 - [i10]Suorong Yang, Peijia Li, Xin Xiong, Furao Shen, Jian Zhao:
AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation. CoRR abs/2405.11467 (2024) - [i9]Suorong Yang, Furao Shen, Jian Zhao:
EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification. CoRR abs/2409.06290 (2024) - [i8]Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou, Furao Shen:
A CLIP-Powered Framework for Robust and Generalizable Data Selection. CoRR abs/2410.11215 (2024) - [i7]Zhiming Xu, Suorong Yang, Baile Xu, Jian Zhao, Furao Shen:
Integrating Dual Prototypes for Task-Wise Adaption in Pre-Trained Model-Based Class-Incremental Learning. CoRR abs/2411.17766 (2024) - [i6]Di Zhang, Junxian Li, Jingdi Lei, Xunzhi Wang, Yujie Liu, Zonglin Yang, Jiatong Li, Weida Wang, Suorong Yang, Jianbo Wu, Peng Ye, Wanli Ouyang, Dongzhan Zhou:
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning. CoRR abs/2411.18203 (2024) - 2023
- [j2]Suhan Guo, Bilan Lai, Suorong Yang, Jian Zhao, Furao Shen:
Sensitivity pruner: Filter-Level compression algorithm for deep neural networks. Pattern Recognit. 140: 109508 (2023) - [j1]Suorong Yang, Jinqiao Li, Tianyue Zhang, Jian Zhao, Furao Shen:
AdvMask: A sparse adversarial attack-based data augmentation method for image classification. Pattern Recognit. 144: 109847 (2023) - [i5]Suorong Yang, Geng Zhang, Jian Zhao, Furao Shen:
A Simple Geometric-Aware Indoor Positioning Interpolation Algorithm Based on Manifold Learning. CoRR abs/2311.15583 (2023) - [i4]Suorong Yang, Hongchao Yang, Suhan Guo, Furao Shen, Jian Zhao:
Not All Data Matters: An End-to-End Adaptive Dataset Pruning Framework for Enhancing Model Performance and Efficiency. CoRR abs/2312.05599 (2023) - 2022
- [i3]Suorong Yang, Weikang Xiao, Mengchen Zhang, Suhan Guo, Jian Zhao, Furao Shen:
Image Data Augmentation for Deep Learning: A Survey. CoRR abs/2204.08610 (2022) - [i2]Yuanjie Yan, Suorong Yang, Yan Wang, Jian Zhao, Furao Shen:
Review Neural Networks about Image Transformation Based on IGC Learning Framework with Annotated Information. CoRR abs/2206.10155 (2022) - [i1]Suorong Yang, Jinqiao Li, Jian Zhao, Furao Shen:
AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification. CoRR abs/2211.16040 (2022)
Coauthor Index
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