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Jiaqi Wang

Pennsylvania State University, PA, USA

17 papers at tracked venues · 11 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-9874-6622 ↗Homepage ↗

Venues

SIGKDD ×4ACL ×2EMNLP ×2ICML ×2NeurIPS ×2SDM ×2AAAI ×1ECML-PKDD ×1IJCAI ×1

Frequent coauthors

Yuan Zhong
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Ziyi Yin
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Xiaochen Wang
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Tianrun Yu
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Suhan Cui
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Aofei Chang
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Liwei Che
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Papers

  1. Asymmetrical Reciprocity-based Federated Learning for Resolving Disparities in Medical Diagnosis
    SIGKDD 2025 · Jiaqi Wang
  2. Enhancing Foundation Models with Federated Domain Knowledge Infusion
    ICML 2025 · Jiaqi Wang
  3. MedDiTPro: A Prompt-Guided Diffusion Transformer for Multimodal Longitudinal Medical Data Synthesis
    SIGKDD 2025 ·
    Yuan Zhong
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  4. Shadow-Activated Backdoor Attacks on Multimodal Large Language Models
    ACL 2025 ·
    Ziyi Yin
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  5. Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift
    SIGKDD 2025 ·
    Tianrun Yu
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  6. Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions
    SDM 2024 ·
    Suhan Cui
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  7. BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models
    EMNLP 2024 ·
    Aofei Chang
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  8. Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning
    ICML 2024 · Jiaqi Wang
  9. FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models
    EMNLP 2024 ·
    Xiaochen Wang
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  10. FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection
    NeurIPS 2024 · Jiaqi Wang
  11. Leveraging Foundation Models for Multi-modal Federated Learning with Incomplete Modality
    ECML-PKDD 2024 ·
    Liwei Che
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  12. MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation
    SDM 2024 ·
    Yuan Zhong
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  13. Recent Advances in Predictive Modeling with Electronic Health Records
    IJCAI 2024 · Jiaqi Wang
  14. Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models
    SIGKDD 2024 ·
    Yuan Zhong
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  15. Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources
    ACL 2024 ·
    Xiaochen Wang
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  16. VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models
    AAAI 2024 ·
    Ziyi Yin
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  17. pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning
    NeurIPS 2024 · Jiaqi Wang