Zuozhu Liu
副教授 / 研究员
Works on multimodal medical data processing, multimodal large models and bioinformatics, including medical image analysis.
Zuozhu Liu's lab at Zhejiang works on medical imaging & healthcare AI, genomics & computational biology and vision-language & multimodal. 96 papers since 2023, 57 at top venues, mostly ACL and MICCAI. Applications close .
At a glance
- papers, 2023–2026
- 25/ year
- at T1 venues
- 59%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 24 papers2026 · T1 19 · collecting
- 40 papers2025 · T1 21
- 20 papers2024 · T1 11
- 12 papers2023 · T1 6
T1 venuesOtherVenues: ACL, MICCAI, EMNLP, ICLR, AAAI
Research focuspaper titles that use each topic's words
- Vision-language & multimodal26 papers
- Medical imaging & healthcare AI17 papers
- medical17 papers
- multimodal8 papers
- Genomics & computational biology1 paper
Paper list
From DBLP.
202624 papers
- ACL (T1)Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering (opens in a new tab)
- MICCAI (T1)AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation (opens in a new tab)
- AAAI (T1)Beyond N-grams: A Hierarchical Reward Learning Framework for Clinically-Aware Medical Report Generation (opens in a new tab)
- ECCV (T1)BioMedVR: Confusion-Aware Mixture-of-Prompt Experts for Biomedical Visual Reprogramming (opens in a new tab)
- ICDE (T1)Building and Benchmarking Large Language Models for Machine Translation in Social Network Services (opens in a new tab)
- AAAI (T1)CP-Router: An Uncertainty-Aware Router Between LLM and LRM (opens in a new tab)
- PatternsDestinyNet: A deep-learning framework for cell-fate analysis from lineage-tracing single-cell RNA sequencing data (opens in a new tab)
- KDD (T1)FUSEP: A Multi-Center Benchmark for Diverse Tasks in Fetal Ultrasound Screening Early Pregnancy (opens in a new tab)
- WWW (T1)GCAgent: Enhancing Group Chat Communication through Dialogue Agents System (opens in a new tab)
- ECCV (T1)How Far are Video Models from True Multimodal Reasoning? (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.IFCoT: Insights Fusion Chain of Thought for Multimodal Reasoning in LLMs (opens in a new tab)
- MICCAI (T1)IOSVLM: A 3D Vision-Language Model for Unified Dental Diagnosis from Intraoral Scans (opens in a new tab)
202540 papers
- NeurIPS (T1)3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks (opens in a new tab)
- NeurIPS (T1)Beyond Modality Collapse: Representation Blending for Multimodal Dataset Distillation (opens in a new tab)
- Findings of ACLBiasGuard: A Reasoning-Enhanced Bias Detection Tool for Large Language Models (opens in a new tab)
- J. Intell. Manuf.Correction: Detecting and classifying hidden defects in additively manufactured parts using deep learning and X-ray computed tomography (opens in a new tab)
- Medical Image Anal.Cross-center Model Adaptive Tooth segmentation (opens in a new tab)
- EMNLP (T1)Datasets and Recipes for Video Temporal Grounding via Reinforcement Learning (opens in a new tab)
- IEEE Trans. Artif. Intell.Decoupling Dark Knowledge via Block-Wise Logit Distillation for Feature-Level Alignment (opens in a new tab)
- J. Intell. Manuf.Detecting and classifying hidden defects in additively manufactured parts using deep learning and X-ray computed tomography (opens in a new tab)
- ACL (T1)DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models (opens in a new tab)
- EMNLP (T1)DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition (opens in a new tab)
- MICCAI (T1)Fair-MoE: Medical Fairness-Oriented Mixture of Experts in Vision-Language Models (opens in a new tab)
- ICLR (T1)FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs (opens in a new tab)
202420 papers
- IEEE Trans. Medical ImagingA Transformer-Based Knowledge Distillation Network for Cortical Cataract Grading (opens in a new tab)
- Frontiers Inf. Technol. Electron. Eng.Accurate estimation of 6-DoF tooth pose in 3D intraoral scans for dental applications using deep learning (opens in a new tab)
- EMNLP (T1)BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs (opens in a new tab)
- IJCV (T1)DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes (opens in a new tab)
- EMNLP (T1)DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models (opens in a new tab)
- ICLR (T1)FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data (opens in a new tab)
- CaPTion@MICCAIFoTNet Enables Preoperative Differentiation of Malignant Brain Tumors with Deep Learning (opens in a new tab)
- NeurocomputingKnowledge-guided pre-training and fine-tuning: Video representation learning for action recognition (opens in a new tab)
- EMNLP (T1)Ladder: A Model-Agnostic Framework Boosting LLM-based Machine Translation to the Next Level (opens in a new tab)
- ACL (T1)Learnable Privacy Neurons Localization in Language Models (opens in a new tab)
- Findings of EMNLPMed-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models (opens in a new tab)
- EMNLP (T1)MedCoT: Medical Chain of Thought via Hierarchical Expert (opens in a new tab)
202312 papers
- IEEE Internet Things J.A Fine-Grained Attention Model for High Accuracy Operational Robot Guidance (opens in a new tab)
- PatternsDeep learning-enabled 3D multimodal fusion of cone-beam CT and intraoral mesh scans for clinically applicable tooth-bone reconstruction (opens in a new tab)
- EMNLP (T1)Empirical Study of Zero-Shot NER with ChatGPT (opens in a new tab)
- NeurIPS (T1)Fast Model DeBias with Machine Unlearning (opens in a new tab)
- NeurIPS (T1)Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer (opens in a new tab)
- IEEE Trans. Medical ImagingHierarchical Self-Supervised Learning for 3D Tooth Segmentation in Intra-Oral Mesh Scans (opens in a new tab)
- Findings of EMNLPHow Well Do Text Embedding Models Understand Syntax? (opens in a new tab)
- MIDLModel Adaptive Tooth Segmentation (opens in a new tab)
- ICLR (T1)On the Effectiveness of Out-of-Distribution Data in Self-Supervised Long-Tail Learning (opens in a new tab)
- ISBIToothsegnet: Image Degradation Meets Tooth Segmentation in CBCT Images (opens in a new tab)
- NeurIPS (T1)Towards Distribution-Agnostic Generalized Category Discovery (opens in a new tab)
- MICCAI (T1)TSegFormer: 3D Tooth Segmentation in Intraoral Scans with Geometry Guided Transformer (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to ZhejiangFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- Per ZJU language requirements
- Fee
- RMB 800
Not yet confirmed for this intake.
Similar labsnearest by research summary
- USUCSD
Albert Hsiao
- Medical imaging & healthcare AI
- USStanford
Ehsan Adeli
- Medical imaging & healthcare AI
- USGeorgia Tech
Mark Borodovsky
- Genomics & computational biology
- CAToronto
Mohamad Moosavi
- Proteins, drugs & materials
- CNSJTU
Yi Hong
- Medical imaging & healthcare AI
- USUSC
Aiichiro Nakano
- Proteins, drugs & materials
Your notes
Save this lab to keep notes.
Data
Some numbers could not be verified:
- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
- Collected
- Verified
- Papers
- DBLP
- Members
- Not collected
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.
Zhejiangcloses