Semi-supervised Classification-based Local Vertex Ranking via Dual Generative Adversarial Nets. - Yang Zhou 001; Jiaxiang Ren 001; Sixing Wu; Dejing Dou; Ruoming Jin; Zijie Zhang 001; Pengwei Wang 004 (IEEE BigData, 2019)

Dual Adversarial Learning Based Network Alignment. - Jiaxiang Ren 001; Yang Zhou 001; Ruoming Jin; Zijie Zhang 001; Dejing Dou; Pengwei Wang 004 (ICDM, 2019)

Unsupervised Multiple Network Alignment with Multinominal GAN and Variational Inference. - Yang Zhou 001; Jiaxiang Ren 001; Ruoming Jin; Zijie Zhang 001; Dejing Dou; Da Yan 001 (IEEE BigData, 2020)

Robust Meta Network Embedding against Adversarial Attacks. - Yang Zhou 001; Jiaxiang Ren 001; Dejing Dou; Ruoming Jin; Jingyi Zheng; Kisung Lee (ICDM, 2020)

Integrated Defense for Resilient Graph Matching. - Jiaxiang Ren 001; Zijie Zhang 001; Jiayin Jin; Xin Zhao; Sixing Wu; Yang Zhou 001; Yelong Shen; Tianshi Che; Ruoming Jin; Dejing Dou (ICML, 2021)

Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory. - Zeru Zhang; Jiayin Jin; Zijie Zhang 001; Yang Zhou 001; Xin Zhao; Jiaxiang Ren 001; Ji Liu 003; Lingfei Wu 001; Ruoming Jin; Dejing Dou (NeurIPS, 2021)

Accelerated Federated Learning with Decoupled Adaptive Optimization. - Jiayin Jin; Jiaxiang Ren 001; Yang Zhou 001; Lingjuan Lyu; Ji Liu 003; Dejing Dou (ICML, 2022)

Unsupervised Adversarial Network Alignment with Reinforcement Learning. - Yang Zhou 001; Jiaxiang Ren 001; Ruoming Jin; Zijie Zhang 001; Jingyi Zheng; Zhe Jiang 001; Da Yan 001; Dejing Dou (ACM Trans. Knowl. Discov. Data, 2022)

Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization. - Tianshi Che; Ji Liu 003; Yang Zhou 001; Jiaxiang Ren 001; Jiwen Zhou; Victor S. Sheng; Huaiyu Dai; Dejing Dou (EMNLP, 2023)

Dimension-independent Certified Neural Network Watermarks via Mollifier Smoothing. - Jiaxiang Ren 001; Yang Zhou 001; Jiayin Jin; Lingjuan Lyu; Da Yan 001 (ICML, 2023)

FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update. - Ji Liu 003; Juncheng Jia; Tianshi Che; Chao Huo; Jiaxiang Ren 001; Yang Zhou 001; Huaiyu Dai; Dejing Dou (AAAI, 2024)

Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models. - Ji Liu 003; Jiaxiang Ren 001; Ruoming Jin; Zijie Zhang 001; Yang Zhou 001; Patrick Valduriez; Dejing Dou (EMNLP, 2024)