dblp: Ruichen Xu (original) (raw)

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2020 – today

• 2026
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  [j7]
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    Zhigang Liang, Ruichen Xu, Tingyu Zhang, Jian Wang, Shuyi Jiang, Xinyu Yong:
    Spatiotemporal-Decoupled Training: Enhancing Car-Following Behavior Modeling With Cross-Spatiotemporal Generalization. IEEE Trans. Intell. Transp. Syst. 27(1): 759-771 (2026)
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  [j6]
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    Yanheng Liu, Ruichen Xu, Dalin Li, Jinliang Gao, Rui Ma, Hao Wu, Zemin Sun, Jiahui Li, Geng Sun:
    Generative Chaotic Hybrid Multi-Objective Optimization Approach for Satellite-UAV Cognitive Radio Networks. IEEE Trans. Netw. Sci. Eng. 13: 4760-4778 (2026)
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  [i10]
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    Ruichen Xu, Ying-Jun Angela Zhang, Jianwei Huang:
    JSAM: Privacy Straggler-Resilient Joint Client Selection and Incentive Mechanism Design in Differentially Private Federated Learning. CoRR abs/2602.21844 (2026)
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  [i9]
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    Ruichen Xu, Ying-Jun Angela Zhang, Jianwei Huang:
    Tackling Privacy Heterogeneity in Differentially Private Federated Learning. CoRR abs/2602.22633 (2026)
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  [i8]
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    Ruichen Xu, Kexin Chen:
    Differential Privacy in Two-Layer Networks: How DP-SGD Harms Fairness and Robustness. CoRR abs/2603.04881 (2026)
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  [i7]
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    Ruichen Xu, Wenjing Yan, Ying-Jun Angela Zhang:
    Feature Resemblance: Towards a Theoretical Understanding of Analogical Reasoning in Transformers. CoRR abs/2603.05143 (2026)
• 2025
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  [j5]
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    Tingyu Zhang, Ruichen Xu, Jian Wang, Xinyu Yang, Zhigang Liang, Xinyu Guo, Yanzhao Yang:
    An Entropy-Driven Evolutionary Game Framework for Quantifying Privacy-Service Tradeoffs. IEEE Access 13: 154219-154228 (2025)
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  [j4]
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    Shaohua Gu, Jiqi Shao, Ruolin He, Guanyue Xiong, Zeyang Qu, Yuanzhe Shao, Linlong Yu, Di Zhang, Fanhao Wang, Ruichen Xu, Peng Guo, Ningbo Xi, Yinxiang Li, Yanzhao Wu, Zhong Wei, Zhiyuan Li:
    Forging the iron-net: Towards a quantitative understanding of microbial communities via siderophore-mediated interactions. Quant. Biol. 13(2) (2025)
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  [j3]
  Wenhan Gao, Jian Luo, Ruichen Xu, Yi Liu:
  Dynamic Schwartz-Fourier Neural Operator for Enhanced Expressive Power. Trans. Mach. Learn. Res. 2025 (2025)
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  [c8]
  Wenhan Gao, Ruichen Xu, Yuefan Deng, Yi Liu:
  Discretization-invariance? On the Discretization Mismatch Errors in Neural Operators. ICLR 2025
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  [c7]
  Ruichen Xu, Kexin Chen:
  Rethinking Benign Overfitting in Two-Layer Neural Networks. ICML 2025
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  [c6]
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    Zongyu Wu, Ruichen Xu, Luoyao Chen, Georgios Kementzidis, Siyao Wang, Yuefan Deng:
    Kolmogorov-Arnold Representation for Symplectic Learning: Advancing Hamiltonian Neural Networks. IJCNN 2025: 1-8
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  [i6]
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    Ruichen Xu, Kexin Chen:
    Rethinking Benign Overfitting in Two-Layer Neural Networks. CoRR abs/2502.11893 (2025)
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  [i5]
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    Georgios Kementzidis, Erin Wong, John Nicholson, Ruichen Xu, Yuefan Deng:
    An Iterative Framework for Generative Backmapping of Coarse Grained Proteins. CoRR abs/2505.18082 (2025)
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  [i4]
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    Ruichen Xu, Kexin Chen:
    Filtering with Self-Attention and Storing with MLP: One-Layer Transformers Can Provably Acquire and Extract Knowledge. CoRR abs/2508.00901 (2025)
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  [i3]
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    Zongyu Wu, Ruichen Xu, Luoyao Chen, Georgios Kementzidis, Siyao Wang, Yuefan Deng:
    Kolmogorov-Arnold Representation for Symplectic Learning: Advancing Hamiltonian Neural Networks. CoRR abs/2508.19410 (2025)
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  [i2]
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    Wenhan Gao, Jian Luo, Fang Wan, Ruichen Xu, Xiang Liu, Haipeng Xing, Yi Liu:
    Can Data-Driven Dynamics Reveal Hidden Physics? There Is A Need for Interpretable Neural Operators. CoRR abs/2510.02683 (2025)
• 2024
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  [j2]
  Wenhan Gao, Ruichen Xu, Hong Wang, Yi Liu:
  Coordinate Transform Fourier Neural Operators for Symmetries in Physical Modelings. Trans. Mach. Learn. Res. 2024 (2024)
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  [c5]
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    Ruichen Xu, Ying-Jun Angela Zhang, Jianwei Huang:
    Joint Client Selection and Privacy Compensation for Differentially Private Federated Learning. INFOCOM (Workshops) 2024: 1-6
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  [i1]
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    Ruichen Xu, Xiao Liu, Jinming Xu, Yuan Lin:
    Safe Hybrid-Action Reinforcement Learning-Based Decision and Control for Discretionary Lane Change. CoRR abs/2403.00446 (2024)
• 2023
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  [c4]
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    Ruichen Xu, Ying-Jun Angela Zhang, Jianwei Huang:
    Tackling Privacy Heterogeneity in Federated Learning. WiOpt 2023: 326-333
• 2020
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  [j1]
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    Ruichen Xu, Yong Pang, Zhibing Hu, John Paul Kaisam:
    Dual-Source Optimization of the "Diverting Water from the Yangtze River to Tai Lake (DWYRTL)" Project Based on the Euler Method. Complex. 2020: 3256596:1-3256596:12 (2020)
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  [c3]
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    Ruichen Xu, Zixiong Wang, Jinlong Yu, Shiying Han:
    Investigation on Probabilistic Shaping for Symbol-Level Uplink Non-orthogonal Multiple Access Visible Light Communication Systems. ICCT 2020: 605-610

2010 – 2019

• 2017
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  [c2]
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    Ruichen Xu, Xiao Peng, Xiaobo Wang, Ji Fang, Bo Yuan:
    Research on the Interference and Coexistence of CBTC in 1.8 GHz Band. 5GWN 2017: 471-483
• 2012
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  [c1]
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    Ruichen Xu, Ting Jiang:
    Keeping track of position and cell residual dwell time of cellular networks using HSMM structure and Cell-ID information. ICC 2012: 6411-6415

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