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ORCIDChi Liu 0002
Person information
- affiliation: City University of Macau, Faculty of Data Science, Macau, SAR China
- affiliation (PhD 2024): University of Technology, Sydney, Australia
- affiliation (2018 - 2022): Sun Yat-sen University, Zhongshan Ophthalmology Center, Guangzhou, China
Other persons with the same name
- Chi Liu — disambiguation page
- Chi Liu 0001
![[0000-0002-7007-1037]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-7007-1037")
— Yale University, Department of Biomedical Engineering, New Haven, CT, USA (and 2 more)
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2020 – today
- 2025
[j11]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:
Addressing underestimation and explanation of retinal fundus photo-based cardiovascular disease risk score: Algorithm development and validation. Comput. Biol. Medicine 189: 109941 (2025)- [j10]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:
LASF: a local adaptive segmentation framework for coronary angiogram segments. Health Inf. Sci. Syst. 13(1): 19 (2025) - [j9]Siyuan Yan, Zhen Yu, Chi Liu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge:
Prompt-Driven Latent Domain Generalization for Medical Image Classification. IEEE Trans. Medical Imaging 44(1): 348-360 (2025) - [c9]Hongfei Cai, Chi Liu, Sheng Shen, Youyang Qu, Peng Gui:
Robust AI-Synthesized Image Detection via Multi-feature Frequency-Aware Learning. KSEM (1) 2025: 157-171 - [c8]Yuzhuo Zhou, Chi Liu, Sheng Shen, Siyu Le, Liwen Yu, Sihan Ouyang, Zongyuan Ge:
Enhancing Fundus Image-Based Glaucoma Screening via Dynamic Global-Local Feature Integration. KSEM (2) 2025: 351-363 - [c7]Dongfu Xiao, Chen Gao, Zhengquan Luo, Chi Liu, Sheng Shen:
Can LLMs Assist Computer Education? An Empirical Case Study of DeepSeek. KSEM (2) 2025: 380-392 - [i19]Yueye Wang, Wenyi Hu, Keyao Zhou, Chi Liu, Jian Zhang, Zhuoting Zhu, Sanil Joseph, Qiuxia Yin, Lixia Luo, Xiaotong Han, Mingguang He, Lei Zhang:
What is the role of human decisions in a world of artificial intelligence: an economic evaluation of human-AI collaboration in diabetic retinopathy screening. CoRR abs/2503.20160 (2025) - [i18]Dongfu Xiao, Chen Gao, Zhengquan Luo, Chi Liu, Sheng Shen:
Can LLMs Assist Computer Education? an Empirical Case Study of DeepSeek. CoRR abs/2504.00421 (2025) - [i17]Yinghe Zhang, Chi Liu, Shuai Zhou, Sheng Shen, Peng Gui:
Unleashing the Power of Pre-trained Encoders for Universal Adversarial Attack Detection. CoRR abs/2504.00429 (2025) - [i16]Yuzhuo Zhou, Chi Liu, Sheng Shen, Siyu Le, Liwen Yu, Sihan Ouyang, Zongyuan Ge:
Enhancing Fundus Image-based Glaucoma Screening via Dynamic Global-Local Feature Integration. CoRR abs/2504.00431 (2025) - [i15]Hongfei Cai, Chi Liu, Sheng Shen, Youyang Qu, Peng Gui:
Robust AI-Synthesized Image Detection via Multi-feature Frequency-aware Learning. CoRR abs/2504.02879 (2025) - [i14]Yizhe Xie, Congcong Zhu, Xinyue Zhang, Minghao Wang, Chi Liu, Minglu Zhu, Tianqing Zhu:
Who's the Mole? Modeling and Detecting Intention-Hiding Malicious Agents in LLM-Based Multi-Agent Systems. CoRR abs/2507.04724 (2025) - [i13]Zhengquan Luo, Chi Liu, Dongfu Xiao, Zhen Yu, Yueye Wang, Tianqing Zhu:
RetinaGuard: Obfuscating Retinal Age in Fundus Images for Biometric Privacy Preserving. CoRR abs/2509.06142 (2025) - [i12]Hui Xu, Chi Liu, Congcong Zhu, Minghao Wang, Youyang Qu, Longxiang Gao:
Causal Fingerprints of AI Generative Models. CoRR abs/2509.15406 (2025) - [i11]Chi Liu, Jincheng Liu, Congcong Zhu, Minghao Wang, Sheng Shen, Jia Gu, Tianqing Zhu, Wanlei Zhou:
Rethinking Bias in Generative Data Augmentation for Medical AI: a Frequency Recalibration Method. CoRR abs/2511.12301 (2025) - [i10]Chi Liu, Tianqing Zhu, Wanlei Zhou, Wei Zhao:
Frequency Bias Matters: Diving into Robust and Generalized Deep Image Forgery Detection. CoRR abs/2511.19886 (2025) - 2024
- [j8]Chi Liu, Tianqing Zhu, Yuan Zhao, Jun Zhang, Wanlei Zhou:
Disentangling different levels of GAN fingerprints for task-specific forensics. Comput. Stand. Interfaces 89: 103825 (2024) - [j7]Huajie Chen, Chi Liu, Tianqing Zhu, Wanlei Zhou:
When deep learning meets watermarking: A survey of application, attacks and defenses. Comput. Stand. Interfaces 89: 103830 (2024) - [j6]Yueye Wang, Chi Liu, Wenyi Hu, Lixia Luo, Danli Shi, Jian Zhang, Qiuxia Yin, Lei Zhang, Xiaotong Han, Mingguang He:
Economic evaluation for medical artificial intelligence: accuracy vs. cost-effectiveness in a diabetic retinopathy screening case. npj Digit. Medicine 7(1) (2024) - [j5]Sheng Shen, Chi Liu, Teng Joon Lim:
Federated Learning With Heterogeneous Client Expectations: A Game Theory Approach. IEEE Trans. Knowl. Data Eng. 36(12): 8220-8237 (2024) - [j4]Huajie Chen, Tianqing Zhu, Chi Liu, Shui Yu, Wanlei Zhou:
High-Frequency Matters: Attack and Defense for Image-Processing Model Watermarking. IEEE Trans. Serv. Comput. 17(4): 1565-1579 (2024) - [c6]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:
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding. ECCV (4) 2024: 481-500 - [c5]Fanyu Kong, Xiangyun Tang, Yu Weng, Tao Zhang, Hongyang Du, Jiawen Kang, Chi Liu:
DIsFU: Protecting Innocent Clients in Federated Unlearning. ICA3PP (4) 2024: 193-207 - [i9]Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge:
Prompt-driven Latent Domain Generalization for Medical Image Classification. CoRR abs/2401.03002 (2024) - [i8]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:
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding. CoRR abs/2406.07471 (2024) - [i7]Mengmeng Yang, Tianqing Zhu, Chi Liu, Wanlei Zhou, Shui Yu, Philip S. Yu:
New Emerged Security and Privacy of Pre-trained Model: a Survey and Outlook. CoRR abs/2411.07691 (2024) - 2023
- [j3]Chi Liu, Tianqing Zhu, Jun Zhang, Wanlei Zhou:
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks. ACM Comput. Surv. 55(8): 161:1-161:35 (2023) - [j2]Shuai Zhou, Chi Liu, Dayong Ye, Tianqing Zhu, Wanlei Zhou, Philip S. Yu:
Adversarial Attacks and Defenses in Deep Learning: From a Perspective of Cybersecurity. ACM Comput. Surv. 55(8): 163:1-163:39 (2023) - [j1]Chi Liu, Huajie Chen, Tianqing Zhu, Jun Zhang, Wanlei Zhou:
Making DeepFakes More Spurious: Evading Deep Face Forgery Detection via Trace Removal Attack. IEEE Trans. Dependable Secur. Comput. 20(6): 5182-5196 (2023) - [c4]Chi Liu, Tianqing Zhu, Sheng Shen, Wanlei Zhou:
Towards Robust Gan-Generated Image Detection: A Multi-View Completion Representation. IJCAI 2023: 464-472 - [c3]Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge:
EPVT: Environment-Aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. MICCAI (7) 2023: 249-259 - [i6]Huajie Chen, Tianqing Zhu, Chi Liu, Shui Yu, Wanlei Zhou:
High-frequency Matters: An Overwriting Attack and defense for Image-processing Neural Network Watermarking. CoRR abs/2302.08637 (2023) - [i5]Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatrainst, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge:
EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. CoRR abs/2304.01508 (2023) - [i4]Chi Liu, Tianqing Zhu, Sheng Shen, Wanlei Zhou:
Towards Robust GAN-generated Image Detection: a Multi-view Completion Representation. CoRR abs/2306.01364 (2023) - 2022
- [c2]Chi Liu, Zongyuan Ge, Mingguang He, Xiaotong Han:
A Label Uncertainty-Guided Multi-Stream Model for Disease Screening. ISBI 2022: 1-5 - [i3]Chi Liu, Zongyuan Ge, Mingguang He, Xiaotong Han:
Label uncertainty-guided multi-stream model for disease screening. CoRR abs/2201.12089 (2022) - [i2]Chi Liu, Huajie Chen, Tianqing Zhu, Jun Zhang, Wanlei Zhou:
Making DeepFakes more spurious: evading deep face forgery detection via trace removal attack. CoRR abs/2203.11433 (2022) - 2020
- [i1]Chi Liu, Tianqing Zhu, Jun Zhang, Wanlei Zhou:
Privacy Intelligence: A Survey on Image Sharing on Online Social Networks. CoRR abs/2008.12199 (2020)
2010 – 2019
- 2019
- [c1]Chi Liu, Wei Wang, Zhixi Li, Yu Jiang, Xiaotong Han, Jason Ha, Wei Meng, Mingguang He:
Biological Age Estimated from Retinal Imaging: A Novel Biomarker of Aging. MICCAI (1) 2019: 138-146
Coauthor Index
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