Scholar
Cheng Jin
Google Scholar ID: DFMxV_oAAAAJ
Ph.D. Student, School of Computer Science and Engineering, HKUST
Knowledge Distillation
Computational Pathology
AI for Science
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Citations & Impact
All-time
Citations
667
H-index
9
i10-index
9
Publications
20
Co-authors
10
list available
Contact
Email
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Publications
7 items
One Tile, Multiple Instances: Rethinking MIL for Sparse Diagnostic Evidence
2026
Cited
0
Multi-Agent Closed-Loop Reasoning for Organic Structure Elucidation from Multimodal Spectra
2026
Cited
0
A Pathology Foundation Model for Gastric Cancer with Real-World Validation
2026
Cited
0
Spatial Transcriptomics-Guided Alignment Enhances Molecular Profiling in Pathology Foundation Model
2026
Cited
0
A Clinically Validated Foundation Model for Comprehensive Lung Pathology Interpretation
2026
Cited
0
A Breast Vision Pathology Foundation Model for Real-world Clinical Utility
2026
Cited
0
A Deployment-Friendly Foundational Framework for Efficient Computational Pathology
2026
Cited
0
Resume
Academic Achievements
Co-first author of a paper in eClinicalMedicine (Impact Factor: 10.0, 2025) on AI for triple-negative breast cancer identification and prognosis
Paper accepted at Nature Communications (co-first author)
Paper accepted at IEEE TMI (co-first author)
One first-author paper submitted to Nature Communications
Published at ICLR 2025: 'GameGen-X: Interactive Open-world Game Video Generation' (Poster)
Published at IJCAI-ECAI 2022: 'SpanConv' (Long Oral, top 3.75%)
Contributed to multiple healthcare AI projects including PathBench, Smart-CCS, mSTAR, GPFM, PathLUPI, etc.
Multiple arXiv preprints on pathology foundation models, genomic-histology integration, and cervical cancer screening
Co-authors
9 total
Hao Chen
Assistant Professor, The Hong Kong University of Science and Technology
Liang-Jian Deng (邓良剑)
University of Electronic Science and Technology of China
Gemine Vivone
National Research Council
Jocelyn Chanussot
INRIA, on leave from Grenoble INP
Huangjing Lin
Imsight Medical Technology, Co., Ltd.
Kwang-Ting (Tim) Cheng
Chair Professor of ECE and CSE, HKUST
Shaoting Zhang
Shanghai AI Lab; SenseTime Research
Raul Rabadan
Professor, Columbia University