Suorong Yang

According to our database, Suorong Yang authored at least 37 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Beyond What to Select: A Plug-and-play Oscillatory Data-Volume Scheduling for Efficient Model Training.

Suorong Yang, Hanqi Zhu, Hai Gan, Fangjian Su, Guang Li, Furao Shen, Soujanya Poria

CoRR, May, 2026

Meow-Omni 1: A Multimodal Large Language Model for Feline Ethology.

Jucheng Hu, Zhangquan Chen, Yulin Chen, Chengjie Hong, Liang Zhou, Tairan Wang, Sifei Li, Giulio Zhu, Feng Zhou, Yiheng Zeng, Suorong Yang, Dongzhan Zhou

CoRR, May, 2026

PolyReal: A Benchmark for Real-World Polymer Science Workflows.

Wanhao Liu, Weida Wang, Jiaqing Xie, Suorong Yang, Jue Wang, Benteng Chen, Guangtao Mei, Zonglin Yang, Shufei Zhang, Yuchun Mo, Lang Cheng, Jin Zeng, Houqiang Li, Wanli Ouyang, Yuqiang Li

CoRR, April, 2026

Towards Realistic Class-Incremental Learning with Free-Flow Increments.

Zhiming Xu, Baile Xu, Jian Zhao, Furao Shen, Suorong Yang

CoRR, April, 2026

Data Agent: Learning to Select Data via End-to-End Dynamic Optimization.

Suorong Yang, Fangjian Su, Hai Gan, Ziqi Ye, Jie Li, Baile Xu, Furao Shen, Soujanya Poria

CoRR, March, 2026

IPF-RDA: An Information-Preserving Framework for Robust Data Augmentation.

Suorong Yang, Hongchao Yang, Suhan Guo, Furao Shen, Jian Zhao

IEEE Trans. Pattern Anal. Mach. Intell., February, 2026

Structure-Level Disentangled Diffusion for Few-Shot Chinese Font Generation.

Jie Li, Suorong Yang, Jian Zhao, Furao Shen

CoRR, February, 2026

One-shot Optimized Steering Vector for Hallucination Mitigation for VLMs.

Youxu Shi, Suorong Yang, Dong Liu

CoRR, January, 2026

Dual prototypes for adaptive pre-trained model in class-incremental learning.

Zhiming Xu, Suorong Yang, Baile Xu, Furao Shen, Jian Zhao

Neural Networks, 2026

2025

Parameter-Efficient Augment Plugin for Class-Incremental Learning.

Zhiming Xu, Baile Xu, Jian Zhao, Furao Shen, Suorong Yang

CoRR, December, 2025

On-the-Fly Data Augmentation via Gradient-Guided and Sample-Aware Influence Estimation.

Suorong Yang, Jie Zong, Lihang Wang, Ziheng Qin, Hai Gan, Pengfei Zhou, Kai Wang, Yang You, Furao Shen

CoRR, October, 2025

Exposing Hallucinations To Suppress Them: VLMs Representation Editing With Generative Anchors.

Youxu Shi, Suorong Yang, Dong Liu

CoRR, September, 2025

Δ-AttnMask: Attention-Guided Masked Hidden States for Efficient Data Selection and Augmentation.

Jucheng Hu, Suorong Yang, Dongzhan Zhou

CoRR, August, 2025

Multimodal-Guided Dynamic Dataset Pruning for Robust and Efficient Data-Centric Learning.

Suorong Yang, Peijia Li, Yujie Liu, Zhiming Xu, Peng Ye, Wanli Ouyang, Furao Shen, Dongzhan Zhou

CoRR, July, 2025

RL-Selector: Reinforcement Learning-Guided Data Selection via Redundancy Assessment.

Suorong Yang, Peijia Li, Furao Shen, Jian Zhao

CoRR, June, 2025

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI.

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

CoRR, June, 2025

When Dynamic Data Selection Meets Data Augmentation.

Suorong Yang, Peng Ye, Furao Shen, Dongzhan Zhou

CoRR, May, 2025

DONOD: Robust and Generalizable Instruction Fine-Tuning for LLMs via Model-Intrinsic Dataset Pruning.

Jucheng Hu, Suorong Yang, Dongzhan Zhou, Lijun Wu

CoRR, April, 2025

AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation.

Suorong Yang, Peijia Li, Xin Xiong, Furao Shen, Jian Zhao

IEEE Trans. Image Process., 2025

Supervised contrastive learning with prototype distillation for data incremental learning.

Suorong Yang, Tianyue Zhang, Zhiming Xu, Peijia Li, Baile Xu, Furao Shen, Jian Zhao

Neural Networks, 2025

CS-QCFS: Bridging the performance gap in ultra-low latency spiking neural networks.

Hongchao Yang, Suorong Yang, Lingming Zhang, Hui Dou, Furao Shen, Jian Zhao

Neural Networks, 2025

GMNI: Achieve good data augmentation in unsupervised graph contrastive learning.

Xin Xiong, Xiangyu Wang, Suorong Yang, Furao Shen, Jian Zhao

Neural Networks, 2025

Neural-Driven Image Editing.

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration.

Suorong Yang, Peng Ye, Furao Shen, Dongzhan Zhou

Proceedings of the Forty-second International Conference on Machine Learning, 2025

A CLIP-Powered Framework for Robust and Generalizable Data Selection.

Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou, Furao Shen

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Reinforcement Learning-Guided Data Selection Via Redundancy Assessment.

Suorong Yang, Peijia Li, Furao Shen, Jian Zhao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Investigating the effectiveness of data augmentation from similarity and diversity: An empirical study.

Suorong Yang, Suhan Guo, Jian Zhao, Furao Shen

Pattern Recognit., April, 2024

Integrating Dual Prototypes for Task-Wise Adaption in Pre-Trained Model-Based Class-Incremental Learning.

Zhiming Xu, Suorong Yang, Baile Xu, Jian Zhao, Furao Shen

CoRR, 2024

EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification.

Suorong Yang, Furao Shen, Jian Zhao

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

AdvMask: A sparse adversarial attack-based data augmentation method for image classification.

Suorong Yang, Jinqiao Li, Tianyue Zhang, Jian Zhao, Furao Shen

Pattern Recognit., December, 2023

Sensitivity pruner: Filter-Level compression algorithm for deep neural networks.

Suhan Guo, Bilan Lai, Suorong Yang, Jian Zhao, Furao Shen

Pattern Recognit., August, 2023

Not All Data Matters: An End-to-End Adaptive Dataset Pruning Framework for Enhancing Model Performance and Efficiency.

Suorong Yang, Hongchao Yang, Suhan Guo, Furao Shen, Jian Zhao

CoRR, 2023

A Simple Geometric-Aware Indoor Positioning Interpolation Algorithm Based on Manifold Learning.

Suorong Yang, Geng Zhang, Jian Zhao, Furao Shen

CoRR, 2023

2022

AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification.

Suorong Yang, Jinqiao Li, Jian Zhao, Furao Shen

CoRR, 2022

Review Neural Networks about Image Transformation Based on IGC Learning Framework with Annotated Information.

Yuanjie Yan, Suorong Yang, Yan Wang, Jian Zhao, Furao Shen

CoRR, 2022

Image Data Augmentation for Deep Learning: A Survey.

Suorong Yang, Weikang Xiao, Mengchen Zhang, Suhan Guo, Jian Zhao, Furao Shen

CoRR, 2022