Robust Meta-learning with Sampling Noise and Label Noise via Eigen-Reptile. - Dong Chen 017; Lingfei Wu 001; Siliang Tang; Xiao Yun; Bo Long; Yueting Zhuang (ICML, 2022)

FedAA: Using Non-sensitive Modalities to Improve Federated Learning while Preserving Image Privacy. - Dong Chen 017; Siliang Tang; Zijin Shen; Guoming Wang; Jun Xiao 001; Yueting Zhuang; Carl Yang 001 (ACM Multimedia, 2023)

Improving Vision Anomaly Detection with the Guidance of Language Modality. - Dong Chen 017; Kaihang Pan; Guoming Wang; Yueting Zhuang; Siliang Tang (CoRR, 2023)

Cross-Modal Data Augmentation for Tasks of Different Modalities. - Dong Chen 017; Yueting Zhuang; Zijin Shen; Carl Yang 001; Guoming Wang; Siliang Tang; Yi Yang 001 (IEEE Trans. Multim., 2023)

Data Shunt: Collaboration of Small and Large Models for Lower Costs and Better Performance. - Dong Chen 017; Yueting Zhuang; Shuo Zhang 014; Jinfeng Liu 007; Su Dong; Siliang Tang (AAAI, 2024)

Improving Large Models with Small models: Lower Costs and Better Performance. - Dong Chen 017; Shuo Zhang 014; Yueting Zhuang; Siliang Tang; Qidong Liu 001; Hua Wang; Mingliang Xu 001 (CoRR, 2024)

Logic Distillation: Learning from Code Function by Function for Planning and Decision-making. - Dong Chen 017; Shilin Zhang; Fei Gao; Yueting Zhuang; Siliang Tang; Qidong Liu 001; Mingliang Xu 001 (CoRR, 2024)

Wavelet and Prototype Augmented Query-based Transformer for Pixel-level Surface Defect Detection. - Feng Yan; Xiaoheng Jiang; Yang Lu 016; Jiale Cao; Dong Chen 017; Mingliang Xu 001 (CVPR, 2025)

LLAUS: A High-Quality Instruction-Tuned Large Vision Language Assistant for UltraSound. - Junhao Guo; XueFeng Shan; Guoming Wang; Dong Chen 017; Rongxing Lu; Siliang Tang (ICMR, 2025)

MM-CARP: Multimodal Model with Cross-Modal Retrieval-Augmented and Visual Region Perception. - Junhao Guo; Chenhan Fu; Guoming Wang; Rongxing Lu; Dong Chen 017; Siliang Tang (MMM (2), 2025)

Improving Vision Anomaly Detection With the Guidance of Language Modality. - Dong Chen 017; Kaihang Pan; Guangyu Dai; Guoming Wang; Yueting Zhuang; Siliang Tang; Mingliang Xu 001 (IEEE Trans. Multim., 2025)

KKA: Improving Vision Anomaly Detection through Anomaly-related Knowledge from Large Language Models. - Dong Chen 017; Zhengqing Hu; Peiguang Fan; Yueting Zhuang; Yafei Li; Qidong Liu 001; Xiaoheng Jiang; Mingliang Xu 001 (CoRR, 2025)

FADngs: Federated Learning for Anomaly Detection. - Boyu Dong; Dong Chen 017; Yu Wu 011; Siliang Tang; Yueting Zhuang (IEEE Trans. Neural Networks Learn. Syst., 2025)

FAF: A Feature-Adaptive Framework for Few-Shot Time Series Forecasting. - Pengpeng Ouyang; Dong Chen 017; Tong Yang; Shuo Feng; Zhao Jin; Mingliang Xu (CoRR, 2025)

Semantic Encryption: Secure and Effective Interaction with Cloud-based Large Language Models via Semantic Transformation. - Dong Chen 017; Tong Yang; Feipeng Zhai; Pengpeng Ouyang; Qidong Liu 001; Yafei Li; Chong Fu; Mingliang Xu 001 (CoRR, 2025)