Ruiyang Xia

According to our database, Ruiyang Xia authored at least 18 papers between 2020 and 2026.

Collaborative distances:

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

2026

SSD: Making Face Forgery Clues Evident Again With Self-Steganographic Detection.

Ruiyang Xia, Dawei Zhou, Lin Yuan, Jie Li, Nannan Wang, Xinbo Gao

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

Boosting Robust AIGI Detection with LoRA-based Pairwise Training.

Ruiyang Xia, Qi Zhang, Yaowen Xu, Zhaofan Zou, Hao Sun, Zhongjiang He, Xuelong Li

CoRR, April, 2026

NTIRE 2026 Challenge on Robust AI-Generated Image Detection in the Wild.

Aleksandr Gushchin, Khaled Abud, Ekaterina Shumitskaya, Artem Filippov, Georgii Bychkov, Sergey Lavrushkin, Mikhail Erofeev, Anastasia Antsiferova, Changsheng Chen, Shunquan Tan, Radu Timofte, Dmitriy S. Vatolin, Chuanbiao Song, Zijian Yu, Hao Tan, Jun Lan, Zhiqiang Yang, Yongwei Tang, Zhiqiang Wu, Jia Wen Seow, Hong Vin Koay, Haodong Ren, Feng Xu, Shuai Chen, Ruiyang Xia, Qi Zhang, Yaowen Xu, Zhaofan Zou, Hao Sun, Dagong Lu, Mufeng Yao, Xinlei Xu, Fei Wu, Fengjun Guo, Cong Luo, Hardik Sharma, Aashish Negi, Prateek Shaily, Jayant Kumar, Sachin Chaudhary, Akshay Dudhane, Praful Hambarde, Amit Shukla, Zhilin Tu, Fengpeng Li, Jiamin Zhang, Jianwei Fei, Kemou Li, Haiwei Wu, Bilel Benjdira, Anas M. Ali, Wadii Boulila, Chenfan Qu, Junchi Li

CoRR, April, 2026

Hardwired-Neuron Language Processing Units as General-Purpose Cognitive Substrates.

Yang Liu, Yi Chen, Yongwei Zhao, Yifan Hao, Zifu Zheng, Weihao Kong, Zhangmai Li, Dongchen Jiang, Ruiyang Xia, Zhihong Ma, Zisheng Liu, Zhaoyong Wan, Yunqi Lu, Ximing Liu, Hongrui Guo, Zhihao Yang, Zhe Wang, Tianrui Ma, Mo Zou, Rui Zhang, Ling Li, Xing Hu, Zidong Du, Zhiwei Xu, Qi Guo, Tianshi Chen, Yunji Chen

Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2026

2025

Hardwired-Neurons Language Processing Units as General-Purpose Cognitive Substrates.

Yang Liu, Yi Chen, Yongwei Zhao, Yifan Hao, Zifu Zheng, Weihao Kong, Zhangmai Li, Dongchen Jiang, Ruiyang Xia, Zhihong Ma, Zisheng Liu, Zhaoyong Wan, Yunqi Lu, Ximing Liu, Hongrui Guo, Zhihao Yang, Zhe Wang, Tianrui Ma, Mo Zou, Rui Zhang, Ling Li, Xing Hu, Zidong Du, Zhiwei Xu, Qi Guo, Tianshi Chen, Yunji Chen

CoRR, August, 2025

Towards Generalized Proactive Defense against Face Swapping with Contour-Hybrid Watermark.

Ruiyang Xia, Dawei Zhou, Decheng Liu, Lin Yuan, Jie Li, Nannan Wang, Xinbo Gao

CoRR, May, 2025

A Lightweight Object Counting Network Based on Density Map Knowledge Distillation.

Zhilong Shen, Guoquan Li, Ruiyang Xia, Hongying Meng, Zhengwen Huang

IEEE Trans. Circuits Syst. Video Technol., February, 2025

Big Brother Is Watching: Proactive Deepfake Detection via Learnable Hidden Face.

Hongbo Li, Shangchao Yang, Ruiyang Xia, Lin Yuan, Xinbo Gao

IEEE Signal Process. Lett., 2025

2024

Inspector for Face Forgery Detection: Defending Against Adversarial Attacks From Coarse to Fine.

Ruiyang Xia, Dawei Zhou, Decheng Liu, Jie Li, Lin Yuan, Nannan Wang, Xinbo Gao

IEEE Trans. Image Process., 2024

MMNet: Multi-Collaboration and Multi-Supervision Network for Sequential Deepfake Detection.

Ruiyang Xia, Decheng Liu, Jie Li, Lin Yuan, Nannan Wang, Xinbo Gao

IEEE Trans. Inf. Forensics Secur., 2024

Advancing Generalized Deepfake Detector with Forgery Perception Guidance.

Ruiyang Xia, Dawei Zhou, Decheng Liu, Lin Yuan, Shuodi Wang, Jie Li, Nannan Wang, Xinbo Gao

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Parallel Compensation Method for Nonlinear Impairments of Optical Fiber Based on Regular Perturbation Theory.

Guangfu Li, Daobin Wang, Kun Wen, Ruiyang Xia, Lihua Yuan

Proceedings of the 2024 14th International Conference on Communication and Network Security, 2024

2023

Bi-path Combination YOLO for Real-time Few-shot Object Detection.

Ruiyang Xia, Guoquan Li, Zhengwen Huang, Hongying Meng, Yu Pang

Pattern Recognit. Lett., January, 2023

2022

CBASH: Combined Backbone and Advanced Selection Heads With Object Semantic Proposals for Weakly Supervised Object Detection.

Ruiyang Xia, Guoquan Li, Zhengwen Huang, Hongying Meng, Yu Pang

IEEE Trans. Circuits Syst. Video Technol., 2022

Transformers only look once with nonlinear combination for real-time object detection.

Ruiyang Xia, Guoquan Li, Zhengwen Huang, Yu Pang, Man Qi

Neural Comput. Appl., 2022

Data augmentation and shadow image classification for shadow detection.

Guoquan Li, Lingyun Wen, Zhengwen Huang, Ruiyang Xia, Yu Pang

IET Image Process., 2022

2021

Classify and Localize Threat Items in X-Ray Imagery With Multiple Attention Mechanism and High-Resolution and High-Semantic Features.

Ruiyang Xia, Guoquan Li, Zhengwen Huang, Lingyun Wen, Yu Pang

IEEE Trans. Instrum. Meas., 2021

2020

A Novel Multi-Branch Channel Expansion Network for Garbage Image Classification.

Cuiping Shi, Ruiyang Xia, Liguo Wang

IEEE Access, 2020