Suorong Yang - RankMe

37 papers A* 3Journal 33Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Data Agent: Learning to Select Data via End-to-End Dynamic Optimization. CoRR Suorong Yang, Fangjian Su, Hai Gan, Ziqi Ye, Jie Li, Baile Xu, Furao Shen, Soujanya Poria
2026	J	`jnl`	Dual prototypes for adaptive pre-trained model in class-incremental learning. Neural Networks Zhiming Xu, Suorong Yang, Baile Xu, Furao Shen, Jian Zhao
2026	J	`jnl`	IPF-RDA: An Information-Preserving Framework for Robust Data Augmentation. IEEE Trans. Pattern Anal. Mach. Intell. Suorong Yang, Hongchao Yang, Suhan Guo, Furao Shen, Jian Zhao
2026	J	`jnl`	One-shot Optimized Steering Vector for Hallucination Mitigation for VLMs. CoRR Youxu Shi, Suorong Yang, Dong Liu
2026	J	`jnl`	Structure-Level Disentangled Diffusion for Few-Shot Chinese Font Generation. CoRR Jie Li, Suorong Yang, Jian Zhao, Furao Shen
2025	A*	`conf`	A CLIP-Powered Framework for Robust and Generalizable Data Selection. ICLR Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou, Furao Shen
2025	J	`jnl`	AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation. IEEE Trans. Image Process. Suorong Yang, Peijia Li, Xin Xiong, Furao Shen, Jian Zhao
2025	J	`jnl`	CS-QCFS: Bridging the performance gap in ultra-low latency spiking neural networks. Neural Networks Hongchao Yang, Suorong Yang, Lingming Zhang, Hui Dou, Furao Shen, Jian Zhao
2025	A*	`conf`	Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning. CVPR 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
2025	J	`jnl`	DONOD: Robust and Generalizable Instruction Fine-Tuning for LLMs via Model-Intrinsic Dataset Pruning. CoRR Jucheng Hu, Suorong Yang, Dongzhan Zhou, Lijun Wu
2025	J	`jnl`	Exposing Hallucinations To Suppress Them: VLMs Representation Editing With Generative Anchors. CoRR Youxu Shi, Suorong Yang, Dong Liu
2025	J	`jnl`	GMNI: Achieve good data augmentation in unsupervised graph contrastive learning. Neural Networks Xin Xiong, Xiangyu Wang, Suorong Yang, Furao Shen, Jian Zhao
2025	J	`jnl`	IPF-RDA: An Information-Preserving Framework for Robust Data Augmentation. CoRR Suorong Yang, Hongchao Yang, Suhan Guo, Furao Shen, Jian Zhao
2025	J	`jnl`	Multimodal-Guided Dynamic Dataset Pruning for Robust and Efficient Data-Centric Learning. CoRR Suorong Yang, Peijia Li, Yujie Liu, Zhiming Xu, Peng Ye, Wanli Ouyang, Furao Shen, Dongzhan Zhou
2025	J	`jnl`	Neural-Driven Image Editing. CoRR 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
2025	J	`jnl`	On-the-Fly Data Augmentation via Gradient-Guided and Sample-Aware Influence Estimation. CoRR Suorong Yang, Jie Zong, Lihang Wang, Ziheng Qin, Hai Gan, Pengfei Zhou, Kai Wang, Yang You, Furao Shen
2025	J	`jnl`	Parameter-Efficient Augment Plugin for Class-Incremental Learning. CoRR Zhiming Xu, Baile Xu, Jian Zhao, Furao Shen, Suorong Yang
2025	J	`jnl`	Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI. CoRR 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
2025	J	`jnl`	RL-Selector: Reinforcement Learning-Guided Data Selection via Redundancy Assessment. CoRR Suorong Yang, Peijia Li, Furao Shen, Jian Zhao
2025	J	`jnl`	Supervised contrastive learning with prototype distillation for data incremental learning. Neural Networks Suorong Yang, Tianyue Zhang, Zhiming Xu, Peijia Li, Baile Xu, Furao Shen, Jian Zhao
2025	J	`jnl`	When Dynamic Data Selection Meets Data Augmentation. CoRR Suorong Yang, Peng Ye, Furao Shen, Dongzhan Zhou
2025	A*	`conf`	When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration. ICML Suorong Yang, Peng Ye, Furao Shen, Dongzhan Zhou
2025	J	`jnl`	Δ-AttnMask: Attention-Guided Masked Hidden States for Efficient Data Selection and Augmentation. CoRR Jucheng Hu, Suorong Yang, Dongzhan Zhou
2024	J	`jnl`	A CLIP-Powered Framework for Robust and Generalizable Data Selection. CoRR Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou, Furao Shen
2024	J	`jnl`	AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation. CoRR Suorong Yang, Peijia Li, Xin Xiong, Furao Shen, Jian Zhao
2024	J	`jnl`	Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning. CoRR 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
2024	—	`conf`	EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification. ECCV (66) Suorong Yang, Furao Shen, Jian Zhao
2024	J	`jnl`	EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification. CoRR Suorong Yang, Furao Shen, Jian Zhao
2024	J	`jnl`	Integrating Dual Prototypes for Task-Wise Adaption in Pre-Trained Model-Based Class-Incremental Learning. CoRR Zhiming Xu, Suorong Yang, Baile Xu, Jian Zhao, Furao Shen
2024	J	`jnl`	Investigating the effectiveness of data augmentation from similarity and diversity: An empirical study. Pattern Recognit. Suorong Yang, Suhan Guo, Jian Zhao, Furao Shen
2023	J	`jnl`	A Simple Geometric-Aware Indoor Positioning Interpolation Algorithm Based on Manifold Learning. CoRR Suorong Yang, Geng Zhang, Jian Zhao, Furao Shen
2023	J	`jnl`	AdvMask: A sparse adversarial attack-based data augmentation method for image classification. Pattern Recognit. Suorong Yang, Jinqiao Li, Tianyue Zhang, Jian Zhao, Furao Shen
2023	J	`jnl`	Not All Data Matters: An End-to-End Adaptive Dataset Pruning Framework for Enhancing Model Performance and Efficiency. CoRR Suorong Yang, Hongchao Yang, Suhan Guo, Furao Shen, Jian Zhao
2023	J	`jnl`	Sensitivity pruner: Filter-Level compression algorithm for deep neural networks. Pattern Recognit. Suhan Guo, Bilan Lai, Suorong Yang, Jian Zhao, Furao Shen
2022	J	`jnl`	AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification. CoRR Suorong Yang, Jinqiao Li, Jian Zhao, Furao Shen
2022	J	`jnl`	Image Data Augmentation for Deep Learning: A Survey. CoRR Suorong Yang, Weikang Xiao, Mengchen Zhang, Suhan Guo, Jian Zhao, Furao Shen
2022	J	`jnl`	Review Neural Networks about Image Transformation Based on IGC Learning Framework with Annotated Information. CoRR Yuanjie Yan, Suorong Yang, Yan Wang, Jian Zhao, Furao Shen