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Selected Work

Publications

Conference Publications

  1. FLoRG: Federated Fine-tuning with Low-rank Gram Matrices and Procrustes Alignment

    Authors: Chuiyang Meng, Ming Tang, and Vincent W.S. Wong

    ICLR 2026, Rio de Janeiro, Brazil

  2. ZorBA: Zeroth-order Federated Fine-tuning of LLMs with Heterogeneous Block Activation

    Authors: Chuiyang Meng, Ming Tang, and Vincent W.S. Wong

    IEEE INFOCOM 2026, Tokyo, Japan

  3. GNN-based Neighbor Selection and Resource Allocation for Decentralized Federated Learning

    Authors: Chuiyang Meng, Ming Tang, Mehdi Setayesh, and Vincent W.S. Wong

    IEEE GLOBECOM 2023, Kuala Lumpur, Malaysia

  4. A Mobile Relay Selection Strategy in Cooperative Spectrum Sharing Framework

    Authors: Xiao Deng, Xuanli Wu, Chuiyang Meng, Shuai Han, and Xiaojie Fang

    IEEE ICC 2017, Paris, France

Journal Publications

  1. ASFL: An Adaptive Model Splitting and Resource Allocation Framework for Split Federated Learning

    Authors: Chuiyang Meng, Ming Tang, and Vincent W.S. Wong

    Major revision, IEEE Transactions on Mobile Computing, 2025

  2. Tackling Resource Allocation for Decentralized Federated Learning: A GNN-based Approach

    Authors: Chuiyang Meng, Ming Tang, Mehdi Setayesh, and Vincent W.S. Wong

    IEEE Transactions on Mobile Computing, vol. 24, no. 10, 2025

  3. Drone-Assisted Zero-Configuration Localization Framework for Wireless Sensor Networks

    Authors: Zijun Gong, Cheng Li, Fan Jiang, Ruoyu Su, Ramachandran Venkatesan, Chuiyang Meng, Shuai Han, Yan Zhang, Shudong Liu, and Kun Hao

    IEEE Transactions on Vehicular Technology, vol. 66, no. 11, 2017

  4. A New Turbo Equalizer Conditioned on Estimated Channel for MIMO MMSE Receiver

    Authors: Cheng Li, Fan Jiang, Chuiyang Meng, and Zijun Gong

    IEEE Communications Letters, vol. 21, no. 4, 2017