Yiwen Jiang
6 papers · 2025–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Renaissance Researcher (6)
π
Interdisciplinary Bridge
β
Rising Star
(5)
β‘
Prolific Year
(5)
Conferences
MICCAI (2)
ACL (1)
EACL (1)
EMNLP (1)
ICCV (1)
Top co-authors
Keywords
multimodal learning
(2)
concept bottleneck model
(2)
image classification
(2)
text classification
(1)
medical imaging
(1)
chain-of-thought reasoning
(1)
cross-modal retrieval
(1)
weak supervision
(1)
vision language model
(1)
foundation model
(1)
vision-language model
(1)
risk prediction
(1)
llm agent
(1)
clinical nlp
(1)
skin disease classification
(1)
conditional concept scoring
(1)
zero-shot learning
(1)
few-shot learning
(1)
Papers
CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations
EACL 2026
Enhancing Interpretable Image Classification Through LLM Agents and Conditional Concept Bottleneck Models
ACL 2025
WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification
EMNLP 2025
Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology
ICCV 2025
Knowledge Tree Driven Contextualized Instruction Tuning of Foundation Models for Epilepsy Drug Recommendation
MICCAI 2025
MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-shot Dermatological Assessment
MICCAI 2025