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ORCIDYihao Huang 0001
Person information
- unicode name: 黄怿豪
- affiliation: Nanyang Technological University, School of Computer Science and Engineering, Singapore
- affiliation (PhD 2022): East China Normal University, Shanghai Key Lab of Trustworthy Computing, China
Other persons with the same name
- Yihao Huang 0002 — Duke University, Electrical and Computer Engineering Department, Durham, NC, USA
- Yihao Huang 0003 — Jiangxi Normal University, School of Geography and Environment, Nanchang, China
- Yihao Huang 0004
![[0009-0006-0020-3563]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0009-0006-0020-3563")
— Phillips Academy, Andover, MA, USA - Yihao Huang 0005 — Tongji University, School of Mechanical Engineering, Shanghai, China
- Yihao Huang 0006 — Tencent Robotics X, Shenzhen, China (and 1 more)
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Journal Articles
- 2024
[j6]Anran Li, Yuanyuan Chen, Jian Zhang, Mingfei Cheng, Yihao Huang, Yueming Wu, Anh Tuan Luu, Han Yu:
Historical Embedding-Guided Efficient Large-Scale Federated Graph Learning. Proc. ACM Manag. Data 2(3): 144 (2024)- [j5]Yihao Huang, Felix Juefei-Xu, Qing Guo, Yang Liu, Geguang Pu:
Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering. IEEE Trans. Circuits Syst. Video Technol. 34(8): 6949-6962 (2024) - [j4]Yihao Huang, Qing Guo, Felix Juefei-Xu, Ming Hu, Xiaojun Jia, Xiaochun Cao, Geguang Pu, Yang Liu:
Texture Re-Scalable Universal Adversarial Perturbation. IEEE Trans. Inf. Forensics Secur. 19: 8291-8305 (2024) - [j3]Yihao Huang, Felix Juefei-Xu, Qing Guo, Geguang Pu, Yang Liu:
Natural & Adversarial Bokeh Rendering via Circle-of-Confusion Predictive Network. IEEE Trans. Multim. 26: 5729-5740 (2024) - 2022
- [j2]Felix Juefei-Xu, Run Wang, Yihao Huang, Qing Guo, Lei Ma, Yang Liu:
Countering Malicious DeepFakes: Survey, Battleground, and Horizon. Int. J. Comput. Vis. 130(7): 1678-1734 (2022) - [j1]Yihao Huang, Felix Juefei-Xu, Qing Guo, Yang Liu, Geguang Pu:
FakeLocator: Robust Localization of GAN-Based Face Manipulations. IEEE Trans. Inf. Forensics Secur. 17: 2657-2672 (2022)
Conference and Workshop Papers
- 2024
- [c19]Yihao Huang, Felix Juefei-Xu, Qing Guo, Jie Zhang, Yutong Wu, Ming Hu, Tianlin Li, Geguang Pu, Yang Liu:
Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models. AAAI 2024: 21169-21178 - [c18]Jiayi Zhu, Qing Guo, Felix Juefei-Xu, Yihao Huang, Yang Liu, Geguang Pu:
Cosalpure: Learning Concept from Group Images for Robust Co-Saliency Detection. CVPR 2024: 3669-3678 - [c17]Simiao Zhang, Jitao Bai, Menghong Guan, Yueling Zhang, Jun Sun, Yihao Huang, Jiaping Wang, Chengcheng Wan, Ting Su, Geguang Pu:
CFP: A Reinforcement Learning Framework for Comprehensive Fairness-Performance Trade-Off in Machine Learning. ICANN (1) 2024: 463-477 - [c16]Di Yang, Yihao Huang, Qing Guo, Felix Juefei-Xu, Ming Hu, Yang Liu, Geguang Pu:
Architecture-Agnostic Iterative Black-Box Certified Defense Against Adversarial Patches. ICASSP 2024: 5985-5989 - [c15]Ming Hu, Peiheng Zhou, Zhihao Yue, Zhiwei Ling, Yihao Huang, Anran Li, Yang Liu, Xiang Lian, Mingsong Chen:
FedCross: Towards Accurate Federated Learning via Multi-Model Cross-Aggregation. ICDE 2024: 2137-2150 - [c14]Tianlin Li, Yue Cao, Jian Zhang, Shiqian Zhao, Yihao Huang, Aishan Liu, Qing Guo, Yang Liu:
RUNNER: Responsible UNfair NEuron Repair for Enhancing Deep Neural Network Fairness. ICSE 2024: 9:1-9:13 - [c13]Ming Hu, Zhihao Yue, Xiaofei Xie, Cheng Chen, Yihao Huang, Xian Wei, Xiang Lian, Yang Liu, Mingsong Chen:
Is Aggregation the Only Choice? Federated Learning via Layer-wise Model Recombination. KDD 2024: 1096-1107 - 2023
- [c12]Yang Hou, Qing Guo, Yihao Huang, Xiaofei Xie, Lei Ma, Jianjun Zhao:
Evading DeepFake Detectors via Adversarial Statistical Consistency. CVPR 2023: 12271-12280 - [c11]Yihao Huang, Liangru Sun, Qing Guo, Felix Juefei-Xu, Jiayi Zhu, Jincao Feng, Yang Liu, Geguang Pu:
ALA: Naturalness-aware Adversarial Lightness Attack. ACM Multimedia 2023: 2418-2426 - [c10]Ming Hu, Zeke Xia, Dengke Yan, Zhihao Yue, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen:
GitFL: Uncertainty-Aware Real-Time Asynchronous Federated Learning Using Version Control. RTSS 2023: 145-157 - 2022
- [c9]Jiayi Zhu, Qing Guo, Felix Juefei-Xu, Yihao Huang, Yang Liu, Geguang Pu:
Masked Faces with Faced Masks. ECCV Workshops (1) 2022: 360-377 - 2021
- [c8]Yihao Huang, Qing Guo, Felix Juefei-Xu, Lei Ma, Weikai Miao, Yang Liu, Geguang Pu:
AdvFilter: Predictive Perturbation-aware Filtering against Adversarial Attack via Multi-domain Learning. ACM Multimedia 2021: 395-403 - 2020
- [c7]Run Wang, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yihao Huang, Jian Wang, Yang Liu:
FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces. IJCAI 2020: 3444-3451 - [c6]Run Wang, Felix Juefei-Xu, Yihao Huang, Qing Guo, Xiaofei Xie, Lei Ma, Yang Liu:
DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices. ACM Multimedia 2020: 1207-1216 - [c5]Yihao Huang, Felix Juefei-Xu, Run Wang, Qing Guo, Lei Ma, Xiaofei Xie, Jianwen Li, Weikai Miao, Yang Liu, Geguang Pu:
FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction. ACM Multimedia 2020: 1217-1226 - [c4]Run Wang, Felix Juefei-Xu, Qing Guo, Yihao Huang, Xiaofei Xie, Lei Ma, Yang Liu:
Amora: Black-box Adversarial Morphing Attack. ACM Multimedia 2020: 1376-1385 - [c3]Jincao Feng, Weikai Miao, Hanyue Zheng, Yihao Huang, Jianwen Li, Zheng Wang, Ting Su, Bin Gu, Geguang Pu, Mengfei Yang, Jifeng He:
FREPA: an automated and formal approach to requirement modeling and analysis in aircraft control domain. ESEC/SIGSOFT FSE 2020: 1376-1386 - 2019
- [c2]Weikai Miao, Qianqian Yan, Yihao Huang, Jincao Feng, Hanyue Zheng:
A Domain Experts Centric Approach to Formal Requirements Modeling and V&V of Embedded Control Software. APSEC 2019: 15-22 - [c1]Yihao Huang, Jincao Feng, Hanyue Zheng, Jiayi Zhu, Shang Wang, Siyuan Jiang, Weikai Miao, Geguang Pu:
Prema: A Tool for Precise Requirements Editing, Modeling and Analysis. ASE 2019: 1166-1169
Informal and Other Publications
- 2024
- [i35]Yihao Huang, Kaiyuan Yu, Qing Guo, Felix Juefei-Xu, Xiaojun Jia, Tianlin Li, Geguang Pu, Yang Liu:
Improving Robustness of LiDAR-Camera Fusion Model against Weather Corruption from Fusion Strategy Perspective. CoRR abs/2402.02738 (2024) - [i34]Peiheng Zhou, Ming Hu, Xiaofei Xie, Yihao Huang, Kangjie Chen, Mingsong Chen:
MIP: CLIP-based Image Reconstruction from PEFT Gradients. CoRR abs/2403.07901 (2024) - [i33]Jiayi Zhu, Qing Guo, Felix Juefei-Xu, Yihao Huang, Yang Liu, Geguang Pu:
CosalPure: Learning Concept from Group Images for Robust Co-Saliency Detection. CoRR abs/2403.18554 (2024) - [i32]Yihao Huang, Chong Wang, Xiaojun Jia, Qing Guo, Felix Juefei-Xu, Jian Zhang, Geguang Pu, Yang Liu:
Semantic-guided Prompt Organization for Universal Goal Hijacking against LLMs. CoRR abs/2405.14189 (2024) - [i31]Di Yang, Yihao Huang, Qing Guo, Felix Juefei-Xu, Xiaojun Jia, Run Wang, Geguang Pu, Yang Liu:
Text Modality Oriented Image Feature Extraction for Detecting Diffusion-based DeepFake. CoRR abs/2405.18071 (2024) - [i30]Xiaojun Jia, Tianyu Pang, Chao Du, Yihao Huang, Jindong Gu, Yang Liu, Xiaochun Cao, Min Lin:
Improved Techniques for Optimization-Based Jailbreaking on Large Language Models. CoRR abs/2405.21018 (2024) - [i29]Yihao Huang, Qing Guo, Felix Juefei-Xu, Ming Hu, Xiaojun Jia, Xiaochun Cao, Geguang Pu, Yang Liu:
Texture Re-scalable Universal Adversarial Perturbation. CoRR abs/2406.06089 (2024) - [i28]Shide Zhou, Tianlin Li, Yihao Huang, Ling Shi, Kailong Wang, Yang Liu, Haoyu Wang:
NeuSemSlice: Towards Effective DNN Model Maintenance via Neuron-level Semantic Slicing. CoRR abs/2407.20281 (2024) - [i27]Yihao Huang, Le Liang, Tianlin Li, Xiaojun Jia, Run Wang, Weikai Miao, Geguang Pu, Yang Liu:
Perception-guided Jailbreak against Text-to-Image Models. CoRR abs/2408.10848 (2024) - [i26]Sensen Gao, Xiaojun Jia, Yihao Huang, Ranjie Duan, Jindong Gu, Yang Liu, Qing Guo:
RT-Attack: Jailbreaking Text-to-Image Models via Random Token. CoRR abs/2408.13896 (2024) - [i25]Shide Zhou, Tianlin Li, Kailong Wang, Yihao Huang, Ling Shi, Yang Liu, Haoyu Wang:
Investigating Coverage Criteria in Large Language Models: An In-Depth Study Through Jailbreak Attacks. CoRR abs/2408.15207 (2024) - 2023
- [i24]Yang Hou, Qing Guo, Yihao Huang, Xiaofei Xie, Lei Ma, Jianjun Zhao:
Evading DeepFake Detectors via Adversarial Statistical Consistency. CoRR abs/2304.11670 (2023) - [i23]Yihao Huang, Qing Guo, Felix Juefei-Xu:
Zero-Day Backdoor Attack against Text-to-Image Diffusion Models via Personalization. CoRR abs/2305.10701 (2023) - [i22]Ming Hu, Zhihao Yue, Zhiwei Ling, Yihao Huang, Cheng Chen, Xian Wei, Yang Liu, Mingsong Chen:
FedMR: Federated Learning via Model Recombination. CoRR abs/2305.10730 (2023) - [i21]Di Yang, Yihao Huang, Qing Guo, Felix Juefei-Xu, Ming Hu, Yang Liu, Geguang Pu:
Architecture-agnostic Iterative Black-box Certified Defense against Adversarial Patches. CoRR abs/2305.10929 (2023) - [i20]Yihao Huang, Yue Cao, Tianlin Li, Felix Juefei-Xu, Di Lin, Ivor W. Tsang, Yang Liu, Qing Guo:
On the Robustness of Segment Anything. CoRR abs/2305.16220 (2023) - [i19]Jincao Feng, Weikai Miao, Hanyue Zheng, Yihao Huang, Jianwen Li, Zheng Wang, Ting Su, Bin Gu, Geguang Pu, Mengfei Yang, Jifeng He:
FREPA: An Automated and Formal Approach to Requirement Modeling and Analysis in Aircraft Control Domain. CoRR abs/2306.01260 (2023) - [i18]Simiao Zhang, Jitao Bai, Menghong Guan, Yihao Huang, Yueling Zhang, Jun Sun, Geguang Pu:
Towards Better Fairness-Utility Trade-off: A Comprehensive Measurement-Based Reinforcement Learning Framework. CoRR abs/2307.11379 (2023) - [i17]Yanxin Yang, Ming Hu, Yue Cao, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen:
Protect Federated Learning Against Backdoor Attacks via Data-Free Trigger Generation. CoRR abs/2308.11333 (2023) - [i16]Ruixuan Liu, Ming Hu, Zeke Xia, Jun Xia, Pengyu Zhang, Yihao Huang, Yang Liu, Mingsong Chen:
AdapterFL: Adaptive Heterogeneous Federated Learning for Resource-constrained Mobile Computing Systems. CoRR abs/2311.14037 (2023) - [i15]Xiaojun Jia, Jindong Gu, Yihao Huang, Simeng Qin, Qing Guo, Yang Liu, Xiaochun Cao:
TranSegPGD: Improving Transferability of Adversarial Examples on Semantic Segmentation. CoRR abs/2312.02207 (2023) - [i14]Xiaoyu Zhang, Cen Zhang, Tianlin Li, Yihao Huang, Xiaojun Jia, Xiaofei Xie, Yang Liu, Chao Shen:
A Mutation-Based Method for Multi-Modal Jailbreaking Attack Detection. CoRR abs/2312.10766 (2023) - 2022
- [i13]Liangru Sun, Felix Juefei-Xu, Yihao Huang, Qing Guo, Jiayi Zhu, Jincao Feng, Yang Liu, Geguang Pu:
ALA: Adversarial Lightness Attack via Naturalness-aware Regularizations. CoRR abs/2201.06070 (2022) - [i12]Jiayi Zhu, Qing Guo, Felix Juefei-Xu, Yihao Huang, Yang Liu, Geguang Pu:
Masked Faces with Faced Masks. CoRR abs/2201.06427 (2022) - [i11]Ming Hu, Peiheng Zhou, Zhihao Yue, Zhiwei Ling, Yihao Huang, Yang Liu, Mingsong Chen:
FedCross: Towards Accurate Federated Learning via Multi-Model Cross Aggregation. CoRR abs/2210.08285 (2022) - [i10]Ming Hu, Zeke Xia, Zhihao Yue, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen:
GitFL: Adaptive Asynchronous Federated Learning using Version Control. CoRR abs/2211.12049 (2022) - 2021
- [i9]Felix Juefei-Xu, Run Wang, Yihao Huang, Qing Guo, Lei Ma, Yang Liu:
Countering Malicious DeepFakes: Survey, Battleground, and Horizon. CoRR abs/2103.00218 (2021) - [i8]Yihao Huang, Qing Guo, Felix Juefei-Xu, Lei Ma, Weikai Miao, Yang Liu, Geguang Pu:
AdvFilter: Predictive Perturbation-aware Filtering against Adversarial Attack via Multi-domain Learning. CoRR abs/2107.06501 (2021) - [i7]Yihao Huang, Felix Juefei-Xu, Qing Guo, Weikai Miao, Yang Liu, Geguang Pu:
AdvBokeh: Learning to Adversarially Defocus Blur. CoRR abs/2111.12971 (2021) - 2020
- [i6]Yihao Huang, Felix Juefei-Xu, Run Wang, Xiaofei Xie, Lei Ma, Jianwen Li, Weikai Miao, Yang Liu, Geguang Pu:
FakeLocator: Robust Localization of GAN-Based Face Manipulations via Semantic Segmentation Networks with Bells and Whistles. CoRR abs/2001.09598 (2020) - [i5]Run Wang, Felix Juefei-Xu, Yihao Huang, Qing Guo, Xiaofei Xie, Lei Ma, Yang Liu:
DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices. CoRR abs/2005.13770 (2020) - [i4]Yihao Huang, Felix Juefei-Xu, Run Wang, Qing Guo, Lei Ma, Xiaofei Xie, Jianwen Li, Weikai Miao, Yang Liu, Geguang Pu:
FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction. CoRR abs/2006.07533 (2020) - [i3]Yihao Huang, Felix Juefei-Xu, Qing Guo, Xiaofei Xie, Lei Ma, Weikai Miao, Yang Liu, Geguang Pu:
FakeRetouch: Evading DeepFakes Detection via the Guidance of Deliberate Noise. CoRR abs/2009.09213 (2020) - 2019
- [i2]Run Wang, Felix Juefei-Xu, Xiaofei Xie, Lei Ma, Yihao Huang, Yang Liu:
Amora: Black-box Adversarial Morphing Attack. CoRR abs/1912.03829 (2019) - [i1]Yihao Huang, Jincao Feng, Hanyue Zheng, Jiayi Zhu, Shang Wang, Siyuan Jiang, Weikai Miao, Geguang Pu:
Prema: A Tool for Precise Requirements Editing, Modeling and Analysis. CoRR abs/1912.07817 (2019)
Coauthor Index
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