PPaperPicks

Yasha Wang

28 papers at tracked venues · 25 at CORE A* · active 2024–2026

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Venues

ACL ×9AAAI ×3EMNLP ×3NeurIPS ×3ICDE ×2ICLR ×2SIGKDD ×2WWW ×2CHI ×1ICML ×1

Frequent coauthors

Yujie Feng
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Yongxin Xu
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Xinke Jiang
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Weibin Liao
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Hongxin Ding
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Yinghao Zhu
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Chaohe Zhang
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Zhibang Yang
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Yue Fang
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Tianlong Wang
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Zixiang Wang
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Xinyu Ma
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Papers

  1. Augmenting Clinical Decision-Making with an Interactive and Interpretable AI Copilot: A Real-World User Study with Clinicians in Nephrology and Obstetrics
    CHI 2026 ·
    Yinghao Zhu
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  2. Beyond Imputation: A Semantic Unification Framework for Data and its Missingness in Multimodal Healthcare Analytics
    ICDE 2026 ·
    Chaohe Zhang
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  3. DFAMS: Dynamic-flow guided Federated Alignment based Multi-prototype Search
    ACL 2026 ·
    Zhibang Yang
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  4. FOREVER: Forgetting Curve-Inspired Memory Replay for Language Model Continual Learning
    ACL 2026 ·
    Yujie Feng
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  5. ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs
    ACL 2026 ·
    Hongxin Ding
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  6. Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance
    AAAI 2026 ·
    Yue Fang
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  7. 3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection
    EMNLP 2025 ·
    Hongxin Ding
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  8. AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning
    EMNLP 2025 ·
    Yujie Feng
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  9. Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories
    WWW 2025 ·
    Tianlong Wang
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  10. ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration
    WWW 2025 ·
    Zixiang Wang
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  11. DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing
    ICLR 2025 ·
    Xinyu Ma
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  12. DearLLM: Enhancing Personalized Healthcare via Large Language Models-Deduced Feature Correlations
    AAAI 2025 ·
    Yongxin Xu
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  13. Efficient Graph Continual Learning via Lightweight Graph Neural Tangent Kernels-based Dataset Distillation
    ICML 2025 ·
    Rihong Qiu
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  14. GeoEdit: Geometric Knowledge Editing for Large Language Models
    EMNLP 2025 ·
    Yujie Feng
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  15. HyKGE: A Hypothesis Knowledge Graph Enhanced RAG Framework for Accurate and Reliable Medical LLMs Responses
    ACL 2025 ·
    Xinke Jiang
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  16. KnowPO: Knowledge-Aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models
    AAAI 2025 ·
    Ruizhe Zhang
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  17. Learnable Prompt as Pseudo-Imputation: Rethinking the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction
    SIGKDD 2025 ·
    Weibin Liao
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  18. Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-tailored Adaptation
    NeurIPS 2025 ·
    Weibin Liao
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  19. Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
    ACL 2025 ·
    Yongxin Xu
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  20. Recurrent Knowledge Identification and Fusion for Language Model Continual Learning
    ACL 2025 ·
    Yujie Feng
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  21. TC-RAG: Turing-Complete RAG's Case study on Medical LLM Systems
    ACL 2025 ·
    Xinke Jiang
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  22. TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees
    ICLR 2025 ·
    Weibin Liao
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  23. Combating Label Sparsity in Short Text Topic Modeling via Nearest Neighbor Augmentation
    ACL 2024 ·
    Yang Lin
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  24. Enhancing Topic Interpretability for Neural Topic Modeling Through Topic-Wise Contrastive Learning
    ICDE 2024 ·
    Xin Gao
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  25. ITAKE: Interactive Unstructured Text Annotation and Knowledge Extraction System with LLMs and ModelOps
    ACL 2024 ·
    Jiahe Song
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  26. ProtoMix: Augmenting Health Status Representation Learning via Prototype-based Mixup
    SIGKDD 2024 ·
    Yongxin Xu
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  27. RAGraph: A General Retrieval-Augmented Graph Learning Framework
    NeurIPS 2024 ·
    Xinke Jiang
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  28. SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
    NeurIPS 2024 ·
    Zhihao Yu
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