Our paper "Doubly-Bounded Queue for Constrained Online Learning: Keeping Pace with Dynamics of Both Loss and Constraint" is accepted by AAAI 2025 (CCF-A)!
Dec 09
I won the 2024 National Scholarship! Thanks to my advisors and collaborators!
Nov 25
Our paper "Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application" is accepted by ACM TIST(JCR-Q1)!
Sep 06
Our paper "EyeGraphGPT: Knowledge Graph Enhanced Multimodal Large Language Model for Ophthalmic Report Generation" is accepted by IEEE BIBM'24 (CCF-B). Congrats to Zhirui!
Aug 21
Our paper "Buffalo: Biomedical Vision-Language Understanding with Cross-Modal Prototype and Federated Foundation Model Collaboration" is accepted by ACM CIKM'24 (CCF-B, CORE-A). Thanks to the co-authors!
Jul 16
Our paper "Correlation-Driven Multi-Modality Graph Decomposition for Cross-Subject Emotion Recognition" is accepted by ACM MM'24 (CCF-A, CORE-A*). Congrats to Wuliang!
Jul 16
Our paper "PrivFusion: Privacy-Preserving Model Fusion via Decentralized Federated Graph Matching" is accepted by TKDE (CCF-A, JCR-Q1, CORE-A*). Congrats to Qian Chen!
Jun 26
Our paper "Im2col-Winograd: An Efficient and Flexible Fused-Winograd Convolution for NHWC Format on GPUs" is accepted by ICPP 2024 (CCF-B). Congrats to Zhiyi!
May 31
According to the latest Journal Citation Reports 2024, the impact factor of Patterns is 6.7, JCR-Q1!
May 31
Our paper "Model Trip: Enhancing Privacy and Fairness in Model Fusion across Multi-Federations for Trustworthy Global Healthcare" is accepted by ICDE 2024 (CCF-A). Congrats to Qian Chen!
Feb 29
Our paper "FedEYE: A Scalable and Flexible End-to-end Federated Learning Platform for Ophthalmology" is accepted by Cell Patterns (JCR-Q1, IF=6.5).
Jan 31