Yifan Yan

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Data Preprocessing

Loss Minimization

Active Learning

Grocery Shopping

Top Venues

USENIX Security Symposium

Publications

Yifan Yan, Ruomin He, Zhenghua Liu
MUTE-SLAM: Real-Time Neural SLAM with Multiple Tri-Plane Hash Representations. CoRR (2024)
Yifan Yan, Shaowen Zhang, Zehua Liu, Di Zhan, Ziao Liu, Xiaoyu Li, Ying Zhou, Jixi Lu
Optical Parameter Decoupling and Optimization for Elliptically Polarized Atomic Magnetometer. IEEE Trans. Instrum. Meas. 73 (2024)
Rufeng Xiao, Yuze Ge, Rujun Jiang, Yifan Yan
A Unified Framework for Rank-based Loss Minimization. NeurIPS (2023)
Yifan Yan, Chenglizhao Chen, Jingyang Gao
Lossless segmentation of cardiac medical images by a resolution consistent network with nondamage data preprocessing. Multim. Tools Appl. 82 (14) (2023)
Xudong Pan, Mi Zhang, Yifan Yan, Yining Wang, Min Yang
Cracking White-box DNN Watermarks via Invariant Neuron Transforms. KDD (2023)
Yifan Yan, Mingyi Yuan, Yanan Wang, Qi Wang, Xinyi Liao, Xinyan Li
ScentCarving: Fabricating Thin, Multi-layered and Paper-Based Scent Release through Laser Printing. UIST (Adjunct Volume) (2023)
Yifan Yan, Xudong Pan, Mi Zhang, Min Yang
Rethinking White-Box Watermarks on Deep Learning Models under Neural Structural Obfuscation. USENIX Security Symposium (2023)
Yifan Yan, Xudong Pan, Mi Zhang, Min Yang
Rethinking White-Box Watermarks on Deep Learning Models under Neural Structural Obfuscation. CoRR (2023)
Yilin Shao, Boyu Feng, Yingpin Chen, Yue Yang, Weijun Li, Yifan Yan, Yanan Wang, Ye Tao, Lingyun Sun, Guanyun Wang
EdibleToy: Empowering Children to Create Their Own Meals with a DIY Wafer Paper Kit. IDC (2023)
Xudong Pan, Shengyao Zhang, Mi Zhang, Yifan Yan, Min Yang
House of Cans: Covert Transmission of Internal Datasets via Capacity-Aware Neuron Steganography. NeurIPS (2022)
Yifan Yan, Xudong Pan, Yining Wang, Mi Zhang, Min Yang
Cracking White-box DNN Watermarks via Invariant Neuron Transforms. CoRR (2022)
Xudong Pan, Yifan Yan, Mi Zhang, Min Yang
MetaV: A Meta-Verifier Approach to Task-Agnostic Model Fingerprinting. KDD (2022)
Xudong Pan, Mi Zhang, Yifan Yan, Jiaming Zhu, Zhemin Yang
Exploring the Security Boundary of Data Reconstruction via Neuron Exclusivity Analysis. USENIX Security Symposium (2022)
Xudong Pan, Mi Zhang, Yifan Yan
UTAF: A Universal Approach to Task-Agnostic Model Fingerprinting. CoRR (2022)
Xudong Pan, Yifan Yan, Shengyao Zhang, Mi Zhang, Min Yang
Matryoshka: Stealing Functionality of Private ML Data by Hiding Models in Model. CoRR (2022)
Xudong Pan, Mi Zhang, Yifan Yan, Min Yang
Understanding the Threats of Trojaned Quantized Neural Network in Model Supply Chains. ACSAC (2021)
Huiyun Gong, Shuo Wang, Xiaowei Zhao, Yifan Yan, Yuqing Ma, Wei Liu, Xianglong Liu
Few-shot learning with relation propagation and constraint. IET Comput. Vis. 15 (8) (2021)
Xudong Pan, Mi Zhang, Yifan Yan, Jiaming Zhu, Min Yang
Theory-Oriented Deep Leakage from Gradients via Linear Equation Solver. CoRR (2020)
Yifan Yan, Sheng-Jun Huang, Shaoyi Chen, Meng Liao, Jin Xu
Active Learning with Query Generation for Cost-Effective Text Classification. AAAI (2020)
Nengneng Gao, Sheng-Jun Huang, Yifan Yan, Songcan Chen
Cross modal similarity learning with active queries. Pattern Recognit. 75 (2018)
Yifan Yan, Sheng-Jun Huang
Cost-Effective Active Learning for Hierarchical Multi-Label Classification. IJCAI (2018)