PPaperPicks

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

Fenglong Ma
×17
Xiaochen Wang
×7
Yuan Zhong
×6
Ziyi Yin
×5
Lingjuan Lyu
×5
Han Liu
×5
Ting Wang
×5
Jinghui Chen
×4
Cao Xiao
×4
Xiaokun Zhang
×3
Muchao Ye
×3
Aofei Chang
×3

Papers

  1. Asymmetrical Reciprocity-based Federated Learning for Resolving Disparities in Medical Diagnosis
    SIGKDD 2025 · Jiaqi Wang,
    Ziyi Yin
    ,
    Quanzeng You
    ,
    Lingjuan Lyu
    ,
    Fenglong Ma
  2. Enhancing Foundation Models with Federated Domain Knowledge Infusion
    ICML 2025 · Jiaqi Wang,
    Jingtao Li
    ,
    Weiming Zhuang
    ,
    Chen Chen
    ,
    Lingjuan Lyu
    ,
    Fenglong Ma
  3. MedDiTPro: A Prompt-Guided Diffusion Transformer for Multimodal Longitudinal Medical Data Synthesis
    SIGKDD 2025 ·
    Yuan Zhong
    ,
    Xiaochen Wang
    , Jiaqi Wang,
    Xiaokun Zhang
    ,
    Fenglong Ma
  4. Shadow-Activated Backdoor Attacks on Multimodal Large Language Models
    ACL 2025 ·
    Ziyi Yin
    ,
    Muchao Ye
    ,
    Yuanpu Cao
    , Jiaqi Wang,
    Aofei Chang
    ,
    Han Liu
    ,
    Jinghui Chen
    ,
    Ting Wang
    ,
    Fenglong Ma
  5. Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift
    SIGKDD 2025 ·
    Tianrun Yu
    , Jiaqi Wang,
    Haoyu Wang
    ,
    Mingquan Lin
    ,
    Han Liu
    ,
    Nelson S. Yee
    ,
    Fenglong Ma
  6. Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions
    SDM 2024 ·
    Suhan Cui
    , Jiaqi Wang,
    Yuan Zhong
    ,
    Han Liu
    ,
    Ting Wang
    ,
    Fenglong Ma
  7. BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models
    EMNLP 2024 ·
    Aofei Chang
    , Jiaqi Wang,
    Han Liu
    ,
    Parminder Bhatia
    ,
    Cao Xiao
    ,
    Ting Wang
    ,
    Fenglong Ma
  8. Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning
    ICML 2024 · Jiaqi Wang,
    Chenxu Zhao
    ,
    Lingjuan Lyu
    ,
    Quanzeng You
    ,
    Mengdi Huai
    ,
    Fenglong Ma
  9. FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models
    EMNLP 2024 ·
    Xiaochen Wang
    , Jiaqi Wang,
    Houping Xiao
    ,
    Jinghui Chen
    ,
    Fenglong Ma
  10. FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection
    NeurIPS 2024 · Jiaqi Wang,
    Xiaochen Wang
    ,
    Lingjuan Lyu
    ,
    Jinghui Chen
    ,
    Fenglong Ma
  11. Leveraging Foundation Models for Multi-modal Federated Learning with Incomplete Modality
    ECML-PKDD 2024 ·
    Liwei Che
    , Jiaqi Wang,
    Xinyue Liu
    ,
    Fenglong Ma
  12. MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation
    SDM 2024 ·
    Yuan Zhong
    ,
    Suhan Cui
    , Jiaqi Wang,
    Xiaochen Wang
    ,
    Ziyi Yin
    ,
    Yaqing Wang
    ,
    Houping Xiao
    ,
    Mengdi Huai
    ,
    Ting Wang
    ,
    Fenglong Ma
  13. Recent Advances in Predictive Modeling with Electronic Health Records
    IJCAI 2024 · Jiaqi Wang,
    Junyu Luo
    ,
    Muchao Ye
    ,
    Xiaochen Wang
    ,
    Yuan Zhong
    ,
    Aofei Chang
    ,
    Guanjie Huang
    ,
    Ziyi Yin
    ,
    Cao Xiao
    ,
    Jimeng Sun
    ,
    Fenglong Ma
  14. Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models
    SIGKDD 2024 ·
    Yuan Zhong
    ,
    Xiaochen Wang
    , Jiaqi Wang,
    Xiaokun Zhang
    ,
    Yaqing Wang
    ,
    Mengdi Huai
    ,
    Cao Xiao
    ,
    Fenglong Ma
  15. Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources
    ACL 2024 ·
    Xiaochen Wang
    ,
    Junyu Luo
    , Jiaqi Wang,
    Yuan Zhong
    ,
    Xiaokun Zhang
    ,
    Yaqing Wang
    ,
    Parminder Bhatia
    ,
    Cao Xiao
    ,
    Fenglong Ma
  16. VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models
    AAAI 2024 ·
    Ziyi Yin
    ,
    Muchao Ye
    ,
    Tianrong Zhang
    , Jiaqi Wang,
    Han Liu
    ,
    Jinghui Chen
    ,
    Ting Wang
    ,
    Fenglong Ma
  17. pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning
    NeurIPS 2024 · Jiaqi Wang,
    Qi Li
    ,
    Lingjuan Lyu
    ,
    Fenglong Ma