Yongcan Yu

According to our database, Yongcan Yu authored at least 20 papers between 2021 and 2026.

Collaborative distances:

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

2026

Understanding and Mitigating Spurious Signal Amplification in Test-Time Reinforcement Learning for Math Reasoning.

Yongcan Yu, Lingxiao He, Jian Liang, Kuangpu Guo, Meng Wang, Qianlong Xie, Xingxing Wang, Ran He

CoRR, April, 2026

Mitigating the Safety-utility Trade-off in LLM Alignment via Adaptive Safe Context Learning.

Yanbo Wang, Minzheng Wang, Jian Liang, Lu Wang, Yongcan Yu, Ran He

CoRR, February, 2026

Do MLLMs Really Understand Space? A Mathematical Reasoning Evaluation.

Shuo Lu, Jianjie Cheng, Yinuo Xu, Yongcan Yu, Lijun Sheng, Peijie Wang, Siru Jiang, Yongguan Hu, Run Ling, Yihua Shao, Ao Ma, Wei Feng, Lingxiao He, Meng Wang, Qianlong Xie, Xingxing Wang, Ran He, Jian Liang

CoRR, February, 2026

One Size, Many Fits: Aligning Diverse Group-Wise Click Preferences in Large-Scale Advertising Image Generation.

Shuo Lu, Haohan Wang, Wei Feng, Weizhen Wang, Shen Zhang, Yaoyu Li, Ao Ma, Zheng Zhang, Jingjing Lv, Junjie Shen, Ching Law, Bing Zhan, Yuan Xu, Huizai Yao, Yongcan Yu, Chenyang Si, Jian Liang

CoRR, February, 2026

Enhanced Multivariate Fusion TSNN-Based Dynamic Integration Error Detection for Autonomous Platforms' Multibeam-Motion Sensor Systems in Internet of Underwater Things.

Jiawei Long, Jianhu Zhao, Xi Zhao, Wenbo Zhu, Yongcan Yu

IEEE Internet Things J., 2026

2025

Reassessing the Role of Supervised Fine-Tuning: An Empirical Study in VLM Reasoning.

Yongcan Yu, Lingxiao He, Shuo Lu, Lijun Sheng, Yinuo Xu, Yanbo Wang, Kuangpu Guo, Jianjie Cheng, Meng Wang, Qianlong Xie, Xingxing Wang, Dapeng Hu, Jian Liang

CoRR, December, 2025

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models.

Yanbo Wang, Yongcan Yu, Jian Liang, Ran He

CoRR, September, 2025

Test-Time Immunization: A Universal Defense Framework Against Jailbreaks for (Multimodal) Large Language Models.

Yongcan Yu, Yanbo Wang, Ran He, Jian Liang

CoRR, May, 2025

Cooperative Pseudo Labeling for Unsupervised Federated Classification.

Kuangpu Guo, Lijun Sheng, Yongcan Yu, Jian Liang, Zilei Wang, Ran He

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

2024

A Sample Augmentation Method for Side-Scan Sonar Full-Class Images That Can Be Used for Detection and Segmentation.

Zhiwei Yang, Jianhu Zhao, Yongcan Yu, Chao Huang

IEEE Trans. Geosci. Remote. Sens., 2024

Unsupervised Terrain Reconstruction From Side-Scan Sonar Constrained to the Imaging Mechanism.

Chao Huang, Hongmei Zhang, Jianhu Zhao, Yongcan Yu, Xi Zhao

IEEE Trans. Geosci. Remote. Sens., 2024

Seg2Sonar: A Full-Class Sample Synthesis Method Applied to Underwater Sonar Image Target Detection, Recognition, and Segmentation Tasks.

Chao Huang, Jianhu Zhao, Hongmei Zhang, Yongcan Yu

IEEE Trans. Geosci. Remote. Sens., 2024

STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay.

Yongcan Yu, Lijun Sheng, Ran He, Jian Liang

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Vision Enhanced Generative Pre-trained Language Model for Multimodal Sentence Summarization.

Liqiang Jing, Yiren Li, Junhao Xu, Yongcan Yu, Pei Shen, Xuemeng Song

Mach. Intell. Res., April, 2023

Treat Noise as Domain Shift: Noise Feature Disentanglement for Underwater Perception and Maritime Surveys in Side-Scan Sonar Images.

Yongcan Yu, Jianhu Zhao, Chao Huang, Xi Zhao

IEEE Trans. Geosci. Remote. Sens., 2023

Drill-Rep: Repetition counting for automatic shot hole depth recognition based on combined deep learning-based model.

Yongcan Yu, Jianhu Zhao, Changhua Yi, Xinyu Zhang, Chao Huang, Weiqiang Zhu

Eng. Appl. Artif. Intell., 2023

Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification.

Yongcan Yu, Lijun Sheng, Ran He, Jian Liang

CoRR, 2023

2022

Anisotropic Total Variation Regularized Low-Rank Approximation for SSS Images Radiometric Distortion Correction.

Shaobo Li, Jianhu Zhao, Yongcan Yu, Yunlong Wu, Shaofeng Bian, Guojun Zhai

IEEE Trans. Geosci. Remote. Sens., 2022

Comprehensive Sample Augmentation by Fully Considering SSS Imaging Mechanism and Environment for Shipwreck Detection Under Zero Real Samples.

Chao Huang, Jianhu Zhao, Yongcan Yu, Hongmei Zhang

IEEE Trans. Geosci. Remote. Sens., 2022

2021

Real-Time Underwater Maritime Object Detection in Side-Scan Sonar Images Based on Transformer-YOLOv5.

Yongcan Yu, Jianhu Zhao, Quanhua Gong, Chao Huang, Gen Zheng, Jinye Ma

Remote. Sens., 2021