Xiao Zhou
副教授
Works on computational pathology and multi-omics AI for cancer diagnosis and treatment.
Xiao Zhou's lab at SJTU works on medical imaging & healthcare AI and medical image analysis. 8 papers since 2023, 5 at top venues, mostly ACM MM and CVPR. Applications close .
At a glance
- papers, 2023–2026
- 2/ year
- at T1 venues
- 63%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 4 papers2026 · T1 2 · collecting
- 2 papers2025 · T1 1
- 1 papers2024 · T1 1
- 1 papers2023 · T1 1
T1 venuesOtherVenues: ACM MM, CVPR, ECCV, MICCAI, Nature
Research focuspaper titles that use each topic's words
- pathology3 papers
- Medical imaging & healthcare AI2 papers
- Medical image analysis2 papers
- computational pathology1 paper
- treatment0 papers
Paper list
From the lab homepage.
20264 papers
- Nature (T1)An agentic System for Rare Disease Diagnosis with Traceable Reasoning
- Nature Communications (T1)Boosting Pathology Foundation Models via Few-shot Prompt-tuning for Rare Cancer Subtyping
- Cancer CellKnowledge-enhanced Pretraining for Vision-language Pathology Foundation Model on Cancer Diagnosis
- ACM MMSpotSound: Enhancing Large Audio-Language Models with Fine-Grained Temporal Grounding
20252 papers
- npj Digital MedicineLarge-vocabulary Segmentation for Medical Images with Text Prompts
- MICCAI (T1)RadIR: A Scalable Framework for Multi-grained Medical Image Retrieval via Radiology Report Mining
20241 paper
- ECCV (T1)Knowledge-Enhanced Visual-Language Pretraining for Computational Pathology
20231 paper
- CVPR (T1)Adaptive Sparse Pairwise Loss for Object Re-Identification
Where alumni went
Alumni are not listed on the lab homepage.
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Your notes
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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
- The lab homepage
- Members
- Not collected
- Alumni
- Not collected
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