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Hongrui Chen

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Convergence Analysis of Discrete Diffusion Model: Exact Implementation through Uniformization

Feb 14, 2024
Hongrui Chen, Lexing Ying

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BackdoorBench: A Comprehensive Benchmark and Analysis of Backdoor Learning

Jan 26, 2024
Baoyuan Wu, Hongrui Chen, Mingda Zhang, Zihao Zhu, Shaokui Wei, Danni Yuan, Mingli Zhu, Ruotong Wang, Li Liu, Chao Shen

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Defenses in Adversarial Machine Learning: A Survey

Dec 13, 2023
Baoyuan Wu, Shaokui Wei, Mingli Zhu, Meixi Zheng, Zihao Zhu, Mingda Zhang, Hongrui Chen, Danni Yuan, Li Liu, Qingshan Liu

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The $L^\infty$ Learnability of Reproducing Kernel Hilbert Spaces

Jun 05, 2023
Hongrui Chen, Jihao Long, Lei Wu

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Robust Backdoor Attack with Visible, Semantic, Sample-Specific, and Compatible Triggers

Jun 01, 2023
Ruotong Wang, Hongrui Chen, Zihao Zhu, Li Liu, Yong Zhang, Yanbo Fan, Baoyuan Wu

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Topology Optimization using Neural Networks with Conditioning Field Initialization for Improved Efficiency

May 17, 2023
Hongrui Chen, Aditya Joglekar, Levent Burak Kara

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A duality framework for generalization analysis of random feature models and two-layer neural networks

May 09, 2023
Hongrui Chen, Jihao Long, Lei Wu

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DMF-TONN: Direct Mesh-free Topology Optimization using Neural Networks

May 06, 2023
Aditya Joglekar, Hongrui Chen, Levent Burak Kara

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Improved Analysis of Score-based Generative Modeling: User-Friendly Bounds under Minimal Smoothness Assumptions

Nov 03, 2022
Hongrui Chen, Holden Lee, Jianfeng Lu

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Concurrent build direction, part segmentation, and topology optimization for additive manufacturing using neural networks

Oct 04, 2022
Hongrui Chen, Aditya Joglekar, Kate S. Whitefoot, Levent Burak Kara

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