Jie Liu

Venues

Frequent coauthors

Papers

1. Benchmarking Egocentric Clinical Intent Understanding Capability for Medical Multimodal Large Language Models
   ACL 2026 ·

   Shaonan Liu

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2. Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models
   ACL 2026 ·

   Wenxuan Wang

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3. DP-DGAD: A Generalist Dynamic Graph Anomaly Detector with Dynamic Prototypes
   WWW 2026 ·

   Jialun Zheng

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4. Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios
   ACL 2026 ·

   Hui Liu

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5. Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models
   ACL 2025 · Jie Liu
6. DAMPER: A Dual-Stage Medical Report Generation Framework with Coarse-Grained MeSH Alignment and Fine-Grained Hypergraph Matching
   AAAI 2025 ·

   Xiaofei Huang

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7. Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You Need
   NeurIPS 2025 ·

   Kecheng Chen

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8. MedChain: Bridging the Gap Between LLM Agents and Clinical Practice with Interactive Sequence
   NeurIPS 2025 · Jie Liu
9. Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression
   CVPR 2025 · Jie Liu
10. Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates
    ICCV 2025 ·

    Kecheng Chen

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11. 💎 GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph
    MICCAI 2024 ·

    Shaonan Liu

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