Yanbiao Ma

According to our database, Yanbiao Ma authored at least 42 papers between 2019 and 2026.

Collaborative distances:

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

2026

Calibrating Biased Distribution in VFM-Derived Latent Space via Cross-Domain Geometric Consistency.

Yanbiao Ma, Wei Dai, Bowei Liu, Jiayi Chen, Wenke Huang, Guancheng Wan, Zhiwu Lu, Junchi Yan

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

VisionPulse: Dynamic Visual Sparsity for Efficient Multimodal Reasoning.

Hengbo Xu, Shengjie Jin, Yanbiao Ma, Zhiwu Lu

CoRR, May, 2026

Reasoning emerges from constrained inference manifolds in large language models.

Yanbiao Ma, Fei Luo, Linfeng Zhang, Chuangxin Zhao, Mingxuan Wang, Yinan Wu, Zhe Qian, Yang Lu, Long Chen, Zhao Cao, Xiaoshuai Hao, Ji-Rong Wen, Jungong Han

CoRR, May, 2026

SVSR: A Self-Verification and Self-Rectification Paradigm for Multimodal Reasoning.

Zhe Qian, Nianbing Su, Zhonghua Wang, Hebei Li, Zhongxing Xu, Yueying Li, Fei Luo, Zhuohan Ouyang, Yanbiao Ma

CoRR, April, 2026

Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models.

Zhe Qian, Yanbiao Ma, Zhuohan Ouyang, Zhonghua Wang, Zhongxing Xu, Fei Luo, Xinyu Liu, Zongyuan Ge, Yike Guo, Jungong Han

CoRR, April, 2026

ScDiVa: Masked Discrete Diffusion for Joint Modeling of Single-Cell Identity and Expression.

Mingxuan Wang, Cheng Chen, Gaoyang Jiang, Zijia Ren, Chuangxin Zhao, Lu Shi, Yanbiao Ma

CoRR, February, 2026

MathDoc: Benchmarking Structured Extraction and Active Refusal on Noisy Mathematics Exam Papers.

Chenyue Zhou, Jiayi Tuo, Shitong Qin, Wei Dai, Mingxuan Wang, Ziwei Zhao, Duoyang Li, Shiyang Su, Yanxi Lu, Yanbiao Ma

CoRR, January, 2026

Adaptive Visual Prompting for Effective Satellite Video Tracking.

Jiahao Wang, Fang Liu, Licheng Jiao, Hao Wang, Shuo Li, Yanbiao Ma, Lingling Li, Puhua Chen, Xu Liu, Mengjia Wang

IEEE Trans. Multim., 2026

Geometric Prior-Guided Federated Prompt Calibration.

Fei Luo, Yanbiao Ma

IEEE Access, 2026

MessToClean: Evidence-Grounded Structure-Preserving Reconstruction for Real-World Degraded Exam Paper Images.

Jiayi Tuo, Cheng Tang, Zihan Wang, Chenyue Zhou, Yao Li, Yanbiao Ma, Chao Wang, Wei Dai, Mingxuan Wang, Shitong Qin, Ziwei Zhao

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Compositional Attribute Imbalance in Vision Datasets.

Yanbiao Ma, Jiayi Chen, Wei Dai, Dong Zhao, Zeyu Zhang, Yuting Yang, Bowei Liu, Jiaxuan Zhao, Andi Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

ReViSE: Towards Reason-Informed Video Editing in Unified Models with Self-Reflective Learning.

Xinyu Liu, Hangjie Yuan, Yujie Wei, Jiazheng Xing, Yujin Han, Jiahao Pan, Yanbiao Ma, Chi-Min Chan, Kang Zhao, Shiwei Zhang, Wenhan Luo, Yike Guo

CoRR, December, 2025

Geometric Prior-Guided Federated Prompt Calibration.

Fei Luo, Ziwei Zhao, Mingxuan Wang, Duoyang Li, Zhe Qian, Jiayi Tuo, Chenyue Zhou, Yanbiao Ma

CoRR, December, 2025

RoboAfford++: A Generative AI-Enhanced Dataset for Multimodal Affordance Learning in Robotic Manipulation and Navigation.

Xiaoshuai Hao, Yingbo Tang, Lingfeng Zhang, Yanbiao Ma, Yunfeng Diao, Ziyu Jia, Wenbo Ding, Hangjun Ye, Long Chen

CoRR, November, 2025

Team Xiaomi EV-AD VLA: Caption-Guided Retrieval System for Cross-Modal Drone Navigation - Technical Report for IROS 2025 RoboSense Challenge Track 4.

Lingfeng Zhang, Erjia Xiao, Yuchen Zhang, Haoxiang Fu, Ruibin Hu, Yanbiao Ma, Wenbo Ding, Long Chen, Hangjun Ye, Xiaoshuai Hao

CoRR, October, 2025

From Perception to Cognition: A Survey of Vision-Language Interactive Reasoning in Multimodal Large Language Models.

Chenyue Zhou, Mingxuan Wang, Yanbiao Ma, Chenxu Wu, Wanyi Chen, Zhe Qian, Xinyu Liu, Yiwei Zhang, Junhao Wang, Hengbo Xu, Fei Luo, Xiaohua Chen, Xiaoshuai Hao, Hehan Li, Andi Zhang, Wenxuan Wang, Lingling Li, Zhiwu Lu, Yang Lu, Yike Guo

CoRR, September, 2025

Compositional Attribute Imbalance in Vision Datasets.

Jiayi Chen, Yanbiao Ma, Andi Zhang, Weidong Tang, Wei Dai, Bowei Liu

CoRR, June, 2025

Predicting and Enhancing the Fairness of DNNs With the Curvature of Perceptual Manifolds.

Yanbiao Ma, Licheng Jiao, Fang Liu, Maoji Wen, Lingling Li, Wenping Ma, Shuyuan Yang, Xu Liu, Puhua Chen

IEEE Trans. Pattern Anal. Mach. Intell., May, 2025

Unveiling and Mitigating Generalized Biases of DNNs Through the Intrinsic Dimensions of Perceptual Manifolds.

Yanbiao Ma, Licheng Jiao, Fang Liu, Lingling Li, Wenping Ma, Shuyuan Yang, Xu Liu, Puhua Chen

IEEE Trans. Pattern Anal. Mach. Intell., March, 2025

Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model.

Wenke Huang, Jian Liang, Xianda Guo, Yiyang Fang, Guancheng Wan, Xuankun Rong, Chi Wen, Zekun Shi, Qingyun Li, Didi Zhu, Yanbiao Ma, Ke Liang, Bin Yang, He Li, Jiawei Shao, Mang Ye, Bo Du

CoRR, March, 2025

Revealing Bias Formation in Deep Neural Networks Through the Geometric Mechanisms of Human Visual Decoupling.

Yanbiao Ma, Bowei Liu, Wei Dai, Jiayi Chen, Shuo Li

CoRR, February, 2025

Tradeoffs Between Richness and Bias of Augmented Data in Long-Tail Recognition.

Wei Dai, Yanbiao Ma, Jiayi Chen, Xiaohua Chen, Shuo Li

Entropy, 2025

Masked Channel Modeling Enables Vision Transformers to Learn Better Semantics.

Jiayi Chen, Yanbiao Ma, Wei Dai, Zhihao Li

Entropy, 2025

Exploring Beyond Logits: Hierarchical Dynamic Labeling Based on Embeddings for Semi-Supervised Classification.

Jiayi Chen, Yanbiao Ma, Wei Dai, Xiaohua Chen, Shuo Li

IEEE Access, 2025

VCIP 2025 Grand Challenge on Live Broadcasting Video Quality Assessment: Methods and Results.

Pengfei Chen, Wenqi Fei, Xinrui Xu, Yuhua Zhang, MohammadAli Hamidi, Hadi Amirpour, Erjia Xiao, Lingfeng Zhang, Zhenjie Su, Hao Cheng, Yu Liu, Wei Zhou, Yanbiao Ma, Renjing Xu, Long Chen, Xiaoshuai Hao, Yipo Huang, Tushar Shinde

Proceedings of the International Conference on Visual Communications and Image Processing, 2025

Robust Graph Condensation via Classification Complexity Mitigation.

Jiayi Luo, Qingyun Sun, Beining Yang, Haonan Yuan, Xingcheng Fu, Yanbiao Ma, Jianxin Li, Philip S. Yu

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

Imagining Vision From Language for Few-Shot Class-Incremental Learning.

Shuo Li, Xingchen Liu, Fang Liu, Licheng Jiao, Jiahao Wang, Xinyan Huang, Yanbiao Ma, Puhua Chen, Lingling Li, Xu Liu, Xuejian Gou

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount.

Yanbiao Ma, Wei Dai, Jiayi Chen

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning.

Yanbiao Ma, Wei Dai, Wenke Huang, Jiayi Chen

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

2024

Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification.

Yanbiao Ma, Licheng Jiao, Fang Liu, Shuyuan Yang, Xu Liu, Puhua Chen

Int. J. Comput. Vis., July, 2024

Feature Distribution Representation Learning Based on Knowledge Transfer for Long-Tailed Classification.

Yanbiao Ma, Licheng Jiao, Fang Liu, Shuyuan Yang, Xu Liu, Puhua Chen

IEEE Trans. Multim., 2024

Exploring Beyond Logits: Hierarchical Dynamic Labeling Based on Embeddings for Semi-Supervised Classification.

Yanbiao Ma, Licheng Jiao, Fang Liu, Lingling Li, Shuyuan Yang, Xu Liu

CoRR, 2024

2023

Data-Centric Long-Tailed Image Recognition.

Yanbiao Ma, Licheng Jiao, Fang Liu, Shuyuan Yang, Xu Liu, Puhua Chen

CoRR, 2023

Orthogonal Uncertainty Representation of Data Manifold for Robust Long-Tailed Learning.

Yanbiao Ma, Licheng Jiao, Fang Liu, Shuyuan Yang, Xu Liu, Lingling Li

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Delving into Semantic Scale Imbalance.

Yanbiao Ma, Licheng Jiao, Fang Liu, Yuxin Li, Shuyuan Yang, Xu Liu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

NTIRE 2023 Challenge on Image Super-Resolution (×4): Methods and Results.

Yulun Zhang, Kai Zhang, Zheng Chen, Yawei Li, Radu Timofte, Junpei Zhang, Kexin Zhang, Rui Peng, Yanbiao Ma, Licheng Jia, Huaibo Huang, Xiaoqiang Zhou, Yuang Ai, Ran He, Yajun Qiu, Qiang Zhu, Pengfei Li, Qianhui Li, Shuyuan Zhu, Dafeng Zhang, Jia Li, Fan Wang, Chunmiao Li, TaeHyung Kim, Jungkeong Kil, Eon Kim, Yeonseung Yu, Beomyeol Lee, Subin Lee, Seokjae Lim, Somi Chae, Heungjun Choi, Zhi-Kai Huang, YiChung Chen, Yuan-Chun Chiang, Hao-Hsiang Yang, Wei-Ting Chen, Hua-En Chang, I-Hsiang Chen, Chia-Hsuan Hsieh, Sy-Yen Kuo, Ui-Jin Choi, Marcos V. Conde, Sunder Ali Khowaja, Jiseok Yoon, Ik Hyun Lee, Garas Gendy, Nabil Sabor, Jingchao Hou, Guanghui He, Zhao Zhang, Baiang Li, Huan Zheng, Suiyi Zhao, Yangcheng Gao, Yanyan Wei, Jiahuan Ren, Jiayu Wei, Yanfeng Li, Jia Sun, Zhanyi Cheng, Zhiyuan Li, Xu Yao, Xinyi Wang, Danxu Li, Xuan Cui, Jun Cao, Cheng Li, Jianbin Zheng, Anjali Sarvaiya, Kalpesh Prajapati, Ratnadeep Patra, Pragnesh Barik, Chaitanya Rathod, Kishor P. Upla, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results.

Longguang Wang, Yulan Guo, Yingqian Wang, Juncheng Li, Shuhang Gu, Radu Timofte, Ming Cheng, Haoyu Ma, Qiufang Ma, Xiaopeng Sun, Shijie Zhao, Xuhan Sheng, Yukang Ding, Ming Sun, Xing Wen, Dafeng Zhang, Jia Li, Fan Wang, Zheng Xie, Zongyao He, Zidian Qiu, Zilin Pan, Zhihao Zhan, Xingyuan Xian, Zhi Jin, Yuanbo Zhou, Wei Deng, Ruofeng Nie, Jiajun Zhang, Qinquan Gao, Tong Tong, Kexin Zhang, Junpei Zhang, Rui Peng, Yanbiao Ma, Licheng Jiao, Haoran Bai, Lingshun Kong, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Pu Cao, Tianrui Huang, Lu Yang, Qing Song, Bingxin Chen, Chunhua He, Meiyun Chen, Zijie Guo, Shaojuan Luo, Chengzhi Cao, Kunyu Wang, Fanrui Zhang, Qiang Zhang, Nancy Mehta, Subrahmanyam Murala, Akshay Dudhane, Yujin Wang, Lingen Li, Garas Gendy, Nabil Sabor, Jingchao Hou, Guanghui He, Junyang Chen, Hao Li, Yukai Shi, Zhijing Yang, Wenbin Zou, Yunchen Zhang, Mingchao Jiang, Zhongxin Yu, Ming Tan, Hongxia Gao, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Jingxiang Chen, Bo Yang, XiSheryl Zhang, Chenghua Li, Weijun Yuan, Zhan Li, Ruting Deng, Jintao Zeng, Pulkit Mahajan, Sahaj Mistry, Shreyas Chatterjee, Vinit Jakhetiya, Badri N. Subudhi, Sunil Prasad Jaiswal, Zhao Zhang, Huan Zheng, Suiyi Zhao, Yangcheng Gao, Yanyan Wei, Bo Wang, Gen Li, Aijin Li, Lei Sun, Ke Chen, Congling Tang, Yunzhe Li, Jun Chen, Yuan-Chun Chiang, Yi-Chung Chen, Zhi-Kai Huang, Hao-Hsiang Yang, I-Hsiang Chen, Sy-Yen Kuo, Yiheng Wang, Gang Zhu, Xingyi Yang, Songhua Liu, Yongcheng Jing, Xingyu Hu, Jianwen Song, Changming Sun, Arcot Sowmya, Seung Ho Park, Xiaoyan Lei, Jingchao Wang, Chenbo Zhai, Yufei Zhang, Weifeng Cao, Wenlong Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Curvature-Balanced Feature Manifold Learning for Long-Tailed Classification.

Yanbiao Ma, Licheng Jiao, Fang Liu, Shuyuan Yang, Xu Liu, Lingling Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track DSE: Detection of Settlements Without Electricity.

Yanbiao Ma, Yuxin Li, Kexin Feng, Yu Xia, Qi Huang, Hongyan Zhang, Colin Prieur, Giorgio Licciardi, Hana Malha, Jocelyn Chanussot, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

An Explainable Diagnostic Method for Autism Spectrum Disorder Using Neural Network.

Mingkang Zhang, Yanbiao Ma, Linan Zheng, Yuanyuan Wang, Zhihong Liu, Jianfeng Ma, Qian Xiang, Kexin Zhang, Licheng Jiao

J. Inf. Sci. Eng., 2021

Multisource Data Fusion for the Detection of Settlements Without Electricity.

Yanbiao Ma, Yuxin Li, Kexin Feng, Xueli Geng, Licheng Jiao, Fang Liu, Yuting Yang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2019

Comparison of Neural Networks' Performance in Early Screening of Autism Spectrum Disorders Under Two MRI Principles.

Mingkang Zhang, Yanbiao Ma, Linan Zheng, Yuanyuan Wang, Zhihong Liu, Jianfeng Ma

Proceedings of the 2019 International Conference on Networking and Network Applications, 2019