Jingyi Deng

According to our database, Jingyi Deng authored at least 18 papers between 2019 and 2026.

Collaborative distances:

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

2026

A Survey of Defenses Against AI-Generated Visual Media: Detection, Disruption, and Authentication.

Jingyi Deng, Chenhao Lin, Zhengyu Zhao, Shuai Liu, Zhe Peng, Qian Wang, Chao Shen

ACM Comput. Surv., April, 2026

Can Deep Research Agents Retrieve and Organize? Evaluating the Synthesis Gap with Expert Taxonomies.

Ming Zhang, Jiabao Zhuang, Wenqing Jing, Kexin Tan, Ziyu Kong, Jingyi Deng, Yujiong Shen, Yuhang Zhao, Ning Luo, Renzhe Zheng, Jiahui Lin, Mingqi Wu, Long Ma, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang

CoRR, January, 2026

OpenNovelty: An LLM-powered Agentic System for Verifiable Scholarly Novelty Assessment.

Ming Zhang, Kexin Tan, Yueyuan Huang, Yujiong Shen, Chunchun Ma, Li Ju, Xinran Zhang, Yuhui Wang, Wenqing Jing, Jingyi Deng, Huayu Sha, Binze Hu, Jingqi Tong, Changhao Jiang, Yage Geng, Yuankai Ying, Yue Zhang, Zhangyue Yin, Zhiheng Xi, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang

CoRR, January, 2026

CLIP-ADA: CLIP-Guided Artifact-Invariant Generalizable Synthetic Image Detection.

Jingyi Deng, Chong Zhang, Chenken Xu, Chenhao Lin, Zhengyu Zhao, Shuai Liu, Qian Wang, Chao Shen

IEEE Trans. Inf. Forensics Secur., 2026

2025

Multi-modal Deepfake Detection and Localization with FPN-Transformer.

Chende Zheng, Ruiqi Suo, Zhoulin Ji, Jingyi Deng, Fangbin Yi, Chenhao Lin, Chao Shen

CoRR, November, 2025

LLMEval-3: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models.

Ming Zhang, Yujiong Shen, Jingyi Deng, Yuhui Wang, Yue Zhang, Junzhe Wang, Shichun Liu, Shihan Dou, Huayu Sha, Qiyuan Peng, Changhao Jiang, Jingqi Tong, Yilong Wu, Zhihao Zhang, Mingqi Wu, Zhiheng Xi, Mingxu Chai, Tao Liang, Zhihui Fei, Zhen Wang, Mingyang Wan, Guojun Ma, Tao Gui, Qi Zhang, Xuanjing Huang

CoRR, August, 2025

Beyond One-Size-Fits-All: Fine-Grained Age Group Identification on Smartphones for Targeted Child Protection.

Shuxin Gao, Chenhao Lin, Junyi Zhao, Jingyi Deng, Zhengyu Zhao, Chong Zhang, Le Yang, Chao Shen

Proceedings of the Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025

2024

Exploiting Facial Relationships and Feature Aggregation for Multi-Face Forgery Detection.

Chenhao Lin, Fangbin Yi, Hang Wang, Jingyi Deng, Zhengyu Zhao, Qian Li, Chao Shen

IEEE Trans. Inf. Forensics Secur., 2024

Towards Benchmarking and Evaluating Deepfake Detection.

Jingyi Deng, Chenhao Lin, Pengbin Hu, Chao Shen, Qian Wang, Qi Li, Qiming Li

IEEE Trans. Dependable Secur. Comput., 2024

Attention-based fusion network for RGB-D semantic segmentation.

Li Zhong, Chi Guo, Jiao Zhan, Jingyi Deng

Neurocomputing, 2024

A Survey of Defenses against AI-generated Visual Media: Detection, Disruption, and Authentication.

Jingyi Deng, Chenhao Lin, Zhengyu Zhao, Shuai Liu, Qian Wang, Chao Shen

CoRR, 2024

From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities.

Chaochao Lu, Chen Qian, Guodong Zheng, Hongxing Fan, Hongzhi Gao, Jie Zhang, Jing Shao, Jingyi Deng, Jinlan Fu, Kexin Huang, Kunchang Li, Lijun Li, Limin Wang, Lu Sheng, Meiqi Chen, Ming Zhang, Qibing Ren, Sirui Chen, Tao Gui, Wanli Ouyang, Yali Wang, Yan Teng, Yaru Wang, Yi Wang, Yinan He, Yingchun Wang, Yixu Wang, Yongting Zhang, Yu Qiao, Yujiong Shen, Yurong Mou, Yuxi Chen, Zaibin Zhang, Zhelun Shi, Zhenfei Yin, Zhipin Wang

CoRR, 2024

2023

Exploiting Facial Relationships and Feature Aggregation for Multi-Face Forgery Detection.

Chenhao Lin, Fangbin Yi, Hang Wang, Qian Li, Jingyi Deng, Chao Shen

CoRR, 2023

Deepfake Detection Performance Evaluation and Enhancement Through Parameter Optimization.

Bowen Pei, Jingyi Deng, Chenhao Lin, Pengwei Hu, Chao Shen

Proceedings of the Applied Intelligence - First International Conference, 2023

Privacy-preserving Deep Learning for Grey Scale Image Classification with Pixel-based Encryption.

Jingyi Deng, San Hu, Wenjun Fan

Proceedings of the International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2023

2022

Towards Benchmarking and Evaluating Deepfake Detection.

Chenhao Lin, Jingyi Deng, Pengbin Hu, Chao Shen, Qian Wang, Qi Li

CoRR, 2022

2019

OpenHI: open platform for histopathological image annotation.

Pargorn Puttapirat, Haichuan Zhang, Jingyi Deng, Yuxin Dong, Jiangbo Shi, Peiliang Lou, Chunbao Wang, Lixia Yao, Xiangrong Zhang, Chen Li

Int. J. Data Min. Bioinform., 2019

OpenHI2 - Open source histopathological image platform.

Pargorn Puttapirat, Chen Li, Haichuan Zhang, Jingyi Deng, Yuxin Dong, Jiangbo Shi, Hongyu He, Zeyu Gao, Chunbao Wang, Xiangrong Zhang

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019