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会议论文

  • Dong Chen, Lingfei Wu, Siliang Tang, Xiao Yun, Bo Long, Yueting Zhuang. Robust Meta-learning with Sampling Noise and Label Noise via Eigen-Reptile. International Conference on Machine Learning (ICML 2022). CCF-A.

  • Dong Chen, Siliang Tang, Zijin Shen, Guoming Wang, Jun Xiao, Yueting Zhuang. Carl Yang, FedAA: Using Non-sensitive Modalities to Improve Federated Learning while Preserving Image Privacy. ACM International Conference on Multimedia (ACM MM 2023). CCF-A.

  • Dong Chen, Yueting Zhuang, Shuo Zhang, Jinfeng Liu, Su Dong, Siliang Tang. Data Shunt: Collaboration of Small and Large Models for Lower Costs and Better Performance. Association for the Advancement of Artificial Intelligence 2024 (AAAI 2024). CCF-A.

  • Junhao Guo, XueFeng Shan, Guoming Wang, Dong Chen, Rongxing Lu, Siliang Tang. HEART: Heart Expert Assistant with ReTrieval-augmented. AAAI 2024 Spring Symposium Series Clinical FMs.
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    期刊论文

  • Dong Chen, Yueting Zhuang, Zijin Shen, Carl Yang, Guoming Wang, Siliang Tang, Yi Yang. Cross-modal Data Augmentation for Tasks of Different Modalities. IEEE Transactions on Multimedia (TMM). CCF-B, 中科院一区.

  • Dong Chen, Kaihang Pan, Guangyu Dai, Guoming Wang, Yueting Zhuang, Siliang Tang. Improving Vision Anomaly Detection with the Guidance of Language Modality. IEEE Transactions on Multimedia (TMM). CCF-B, 中科院一区.

  • 陈董, 王曼, 戴光裕, 张硕, 汤斯亮, 庄越挺. 基于大小语言模型协同的社区调解优化方案. 软件导刊, CCF-T3.

  • Boyu Dong, Dong Chen, Yu Wu, Siliang Tang, Yueting Zhuang. FADngs: Federated Learning for Anomaly Detection. IEEE Transactions on Neural Networks and Learning Systems (TNNLS). CCF-B, 中科院一区.
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    在审论文

  • Dong Chen, S Zhang, F Gao, Y Zhuang, S Tang, Q Liu, M Xu. Improving Large Models with Small models: Lower Costs and Better Performance.

  • Dong Chen, Shilin Zhang, Fei Gao, Yueting Zhuang, Siliang Tang, Qidong Liu, Mingliang Xu. Logic Distillation: Learning from Code Function by Function for Planning and Decision-making.


    已授权发明专利

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