Jikang Cheng

According to our database, Jikang Cheng authored at least 17 papers between 2021 and 2026.

Collaborative distances:

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

2026

Do Less, Achieve More: Do We Need Every-Step Optimization for RL Fine-tuning of Diffusion Models?

Renye Yan, Jikang Cheng, Shikun Sun, Yi Sun, You Wu, Wei Peng, Zongwei Wang, Ling Liang, Junliang Xing, Yimao Cai

CoRR, May, 2026

Tutor-Student Reinforcement Learning: A Dynamic Curriculum for Robust Deepfake Detection.

Zhanhe Lei, Zhongyuan Wang, Jikang Cheng, Baojin Huang, Yuhong Yang, Zhen Han, Chao Liang, Dengpan Ye

CoRR, March, 2026

IDRetracor: Towards Visual Forensics against Malicious Face Swapping.

Jikang Cheng, Jiaxin Ai, Zhen Han, Chao Liang, Qin Zou, Zhongyuan Wang

ACM Trans. Multim. Comput. Commun. Appl., February, 2026

2025

A Sanity Check for Multi-In-Domain Face Forgery Detection in the Real World.

Jikang Cheng, Renye Yan, Zhiyuan Yan, Yaozhong Gan, Xueyi Zhang, Zhongyuan Wang, Wei Peng, Ling Liang

CoRR, December, 2025

When Generative Replay Meets Evolving Deepfakes: Domain-Aware Relative Weighting for Incremental Face Forgery Detection.

Hao Shen, Jikang Cheng, Renye Yan, Zhongyuan Wang, Wei Peng, Baojin Huang

CoRR, November, 2025

ED⁴: Explicit Data-Level Debiasing for Deepfake Detection.

Jikang Cheng, Ying Zhang, Qin Zou, Zhiyuan Yan, Chao Liang, Zhongyuan Wang, Chen Li

IEEE Trans. Image Process., 2025

Adversarial intensity awareness for robust object detection.

Jikang Cheng, Baojin Huang, Yan Fang, Zhen Han, Zhongyuan Wang

Comput. Vis. Image Underst., 2025

Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection.

Xueyi Zhang, Peiyin Zhu, Chengwei Zhang, Zhiyuan Yan, Jikang Cheng, Mingrui Lao, Siqi Cai, Yanming Guo

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

Entropy-Adaptive Diffusion Policy Optimization with Dynamic Step Alignment.

Renye Yan, Jikang Cheng, Yaozhong Gan, Shikun Sun, You Wu, Yunfan Yang, Ling Liang, Jinlong Lin, Yeshuang Zhu, Jie Zhou, Jinchao Zhang, Junliang Xing, Yimao Cai, Ru Huang

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

Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection.

Jikang Cheng, Zhiyuan Yan, Ying Zhang, Li Hao, Jiaxin Ai, Qin Zou, Chen Li, Zhongyuan Wang

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

2024

MotionLLaMA: A Unified Framework for Motion Synthesis and Comprehension.

Zeyu Ling, Bo Han, Shiyang Li, Hongdeng Shen, Jikang Cheng, Changqing Zou

CoRR, 2024

IDRetracor: Towards Visual Forensics Against Malicious Face Swapping.

Jikang Cheng, Jiaxin Ai, Zhen Han, Chao Liang, Qin Zou, Zhongyuan Wang, Qian Wang

CoRR, 2024

DePatch: Towards Robust Adversarial Patch for Evading Person Detectors in the Real World.

Jikang Cheng, Ying Zhang, Zhongyuan Wang, Zou Qin, Chen Li

CoRR, 2024

Can We Leave Deepfake Data Behind in Training Deepfake Detector?

Jikang Cheng, Zhiyuan Yan, Ying Zhang, Yuhao Luo, Zhongyuan Wang, Chen Li

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Stylized image denoising via noise style transfer and Quasi Siamese network.

Jikang Cheng, Zhen Han, Zhongyuan Wang

Signal Process. Image Commun., July, 2023

Promoting adversarial transferability with enhanced loss flatness.

Yan Fang, Zhongyuan Wang, Jikang Cheng, Ruoxi Wang, Chao Liang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

2021

"One-Shot" Super-Resolution via Backward Style Transfer for Fast High-Resolution Style Transfer.

Jikang Cheng, Zhen Han, Zhongyuan Wang, Liang Chen

IEEE Signal Process. Lett., 2021