Chi Liu

According to our database, Chi Liu authored at least 38 papers between 2019 and 2026.

Collaborative distances:

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

2026

Learning to Look before Learning to Like: Incorporating Human Visual Cognition into Aesthetic Quality Assessment.

Liwen Yu, Chi Liu, Xiaotong Han, Congcong Zhu, Minghao Wang, Sheng Shen

CoRR, April, 2026

Fundus Image-based Glaucoma Screening via Retinal Knowledge-Oriented Dynamic Multi-Level Feature Integration.

Yuzhuo Zhou, Chi Liu, Sheng Shen, Zongyuan Ge, Fengshi Jing, Shiran Zhang, Yu Jiang, Anli Wang, Wenjian Liu, Feilong Yang, Tianqing Zhu, Xiaotong Han

CoRR, April, 2026

Are LLMs Ready for Computer Science Education? A Cross-Domain, Cross-Lingual and Cognitive-Level Evaluation Using Professional Certification Exams.

Chen Gao, Chi Liu, Zhengquan Luo, Dongfu Xiao, Maiying Sui, Sheng Shen, Congcong Zhu, Huajie Chen, Xuhan Zuo, Zongyuan Ge, Tianqing Zhu, Wanlei Zhou, Xiaotong Han

CoRR, April, 2026

Osmosis Distillation: Model Hijacking with the Fewest Samples.

Yuchen Shi, Huajie Chen, Heng Xu, Zhiquan Liu, Jialiang Shen, Chi Liu, Shuai Zhou, Tianqing Zhu, Wanlei Zhou

CoRR, March, 2026

Frequency Bias Matters: Diving Into Robust and Generalized Deep Image Forgery Detection.

Chi Liu, Tianqing Zhu, Wanlei Zhou, Wei Zhao

IEEE Trans. Dependable Secur. Comput., 2026

Rethinking Bias in Generative Data Augmentation for Medical AI: A Frequency Recalibration Method.

Chi Liu, Jincheng Liu, Congcong Zhu, Minghao Wang, Sheng Shen, Jia Gu, Tianqing Zhu, Wanlei Zhou

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

LASF: a local adaptive segmentation framework for coronary angiogram segments.

Hao Ren, Dongxiao Li, Fengshi Jing, Xinyue Zhang, Xingyuan Tian, Songlin Xie, Erfu Zhang, Ruining Wang, Han He, Yinpan He, Yake Xue, Chi Liu, Yu Sun, Weibin Cheng

Health Inf. Sci. Syst., December, 2025

Causal Fingerprints of AI Generative Models.

Hui Xu, Chi Liu, Congcong Zhu, Minghao Wang, Youyang Qu, Longxiang Gao

CoRR, September, 2025

Who's the Mole? Modeling and Detecting Intention-Hiding Malicious Agents in LLM-Based Multi-Agent Systems.

Yizhe Xie, Congcong Zhu, Xinyue Zhang, Minghao Wang, Chi Liu, Minglu Zhu, Tianqing Zhu

CoRR, July, 2025

Robust AI-Synthesized Image Detection via Multi-feature Frequency-aware Learning.

Hongfei Cai, Chi Liu, Sheng Shen, Youyang Qu, Peng Gui

CoRR, April, 2025

Enhancing Fundus Image-based Glaucoma Screening via Dynamic Global-Local Feature Integration.

Yuzhuo Zhou, Chi Liu, Sheng Shen, Siyu Le, Liwen Yu, Sihan Ouyang, Zongyuan Ge

CoRR, April, 2025

Unleashing the Power of Pre-trained Encoders for Universal Adversarial Attack Detection.

Yinghe Zhang, Chi Liu, Shuai Zhou, Sheng Shen, Peng Gui

CoRR, April, 2025

Can LLMs Assist Computer Education? an Empirical Case Study of DeepSeek.

Dongfu Xiao, Chen Gao, Zhengquan Luo, Chi Liu, Sheng Shen

CoRR, April, 2025

What is the role of human decisions in a world of artificial intelligence: an economic evaluation of human-AI collaboration in diabetic retinopathy screening.

Yueye Wang, Wenyi Hu, Keyao Zhou, Chi Liu, Jian Zhang, Zhuoting Zhu, Sanil Joseph, Qiuxia Yin, Lixia Luo, Xiaotong Han, Mingguang He, Lei Zhang

CoRR, March, 2025

Prompt-Driven Latent Domain Generalization for Medical Image Classification.

Siyuan Yan, Zhen Yu, Chi Liu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge

IEEE Trans. Medical Imaging, January, 2025

Addressing underestimation and explanation of retinal fundus photo-based cardiovascular disease risk score: Algorithm development and validation.

Zhihong Lin, Chi Liu, Danli Shi, Yueye Wang, Wenyi Hu, Jacqueline Henwood, Katerina V. Kiburg, Peter van Wijngaarden, Malcolm Clark, Xianwen Shang, Xiaotong Han, Lei Zhang, Mingguang He, Zongyuan Ge

Comput. Biol. Medicine, 2025

Enhancing Fundus Image-Based Glaucoma Screening via Dynamic Global-Local Feature Integration.

Yuzhuo Zhou, Chi Liu, Sheng Shen, Siyu Le, Liwen Yu, Sihan Ouyang, Zongyuan Ge

Proceedings of the Knowledge Science, Engineering and Management, 2025

Can LLMs Assist Computer Education? An Empirical Case Study of DeepSeek.

Dongfu Xiao, Chen Gao, Zhengquan Luo, Chi Liu, Sheng Shen

Proceedings of the Knowledge Science, Engineering and Management, 2025

Robust AI-Synthesized Image Detection via Multi-feature Frequency-Aware Learning.

Hongfei Cai, Chi Liu, Sheng Shen, Youyang Qu, Peng Gui

Proceedings of the Knowledge Science, Engineering and Management, 2025

RetinaGuard: Obfuscating Retinal Age in Fundus Images for Biometric Privacy Preserving.

Zhengquan Luo, Chi Liu, Dongfu Xiao, Zhen Yu, Yueye Wang, Tianqing Zhu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

Federated Learning With Heterogeneous Client Expectations: A Game Theory Approach.

Sheng Shen, Chi Liu, Teng Joon Lim

IEEE Trans. Knowl. Data Eng., December, 2024

High-Frequency Matters: Attack and Defense for Image-Processing Model Watermarking.

Huajie Chen, Tianqing Zhu, Chi Liu, Shui Yu, Wanlei Zhou

IEEE Trans. Serv. Comput., 2024

Economic evaluation for medical artificial intelligence: accuracy vs. cost-effectiveness in a diabetic retinopathy screening case.

Yueye Wang, Chi Liu, Wenyi Hu, Lixia Luo, Danli Shi, Jian Zhang, Qiuxia Yin, Lei Zhang, Xiaotong Han, Mingguang He

npj Digit. Medicine, 2024

Disentangling different levels of GAN fingerprints for task-specific forensics.

Chi Liu, Tianqing Zhu, Yuan Zhao, Jun Zhang, Wanlei Zhou

Comput. Stand. Interfaces, 2024

When deep learning meets watermarking: A survey of application, attacks and defenses.

Huajie Chen, Chi Liu, Tianqing Zhu, Wanlei Zhou

Comput. Stand. Interfaces, 2024

New Emerged Security and Privacy of Pre-trained Model: a Survey and Outlook.

Mengmeng Yang, Tianqing Zhu, Chi Liu, Wanlei Zhou, Shui Yu, Philip S. Yu

CoRR, 2024

DIsFU: Protecting Innocent Clients in Federated Unlearning.

Fanyu Kong, Xiangyun Tang, Yu Weng, Tao Zhang, Hongyang Du, Jiawen Kang, Chi Liu

Proceedings of the Algorithms and Architectures for Parallel Processing, 2024

OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding.

Ming Hu, Peng Xia, Lin Wang, Siyuan Yan, Feilong Tang, Zhongxing Xu, Yimin Luo, Kaimin Song, Jürgen Leitner, Xuelian Cheng, Jun Cheng, Chi Liu, Kaijing Zhou, Zongyuan Ge

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Making DeepFakes More Spurious: Evading Deep Face Forgery Detection via Trace Removal Attack.

Chi Liu, Huajie Chen, Tianqing Zhu, Jun Zhang, Wanlei Zhou

IEEE Trans. Dependable Secur. Comput., 2023

Adversarial Attacks and Defenses in Deep Learning: From a Perspective of Cybersecurity.

Shuai Zhou, Chi Liu, Dayong Ye, Tianqing Zhu, Wanlei Zhou, Philip S. Yu

ACM Comput. Surv., 2023

Privacy Intelligence: A Survey on Image Privacy in Online Social Networks.

Chi Liu, Tianqing Zhu, Jun Zhang, Wanlei Zhou

ACM Comput. Surv., 2023

EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition.

Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatrainst, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge

CoRR, 2023

High-frequency Matters: An Overwriting Attack and defense for Image-processing Neural Network Watermarking.

Huajie Chen, Tianqing Zhu, Chi Liu, Shui Yu, Wanlei Zhou

CoRR, 2023

EPVT: Environment-Aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition.

Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Towards Robust Gan-Generated Image Detection: A Multi-View Completion Representation.

Chi Liu, Tianqing Zhu, Sheng Shen, Wanlei Zhou

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

A Label Uncertainty-Guided Multi-Stream Model for Disease Screening.

Chi Liu, Zongyuan Ge, Mingguang He, Xiaotong Han

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2020

Privacy Intelligence: A Survey on Image Sharing on Online Social Networks.

Chi Liu, Tianqing Zhu, Jun Zhang, Wanlei Zhou

CoRR, 2020

2019

Biological Age Estimated from Retinal Imaging: A Novel Biomarker of Aging.

Chi Liu, Wei Wang, Zhixi Li, Yu Jiang, Xiaotong Han, Jason Ha, Wei Meng, Mingguang He

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019