Xinlu Zhang
7 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(23)
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Hot Topic Early Bird
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Keyword Champion
(2)
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Natural Language Processing
(5)
Core AI
(5)
Learning Types
(4)
Applications
(3)
Deep Learning
(2)
Core Methods
(2)
Resources & Methods
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Application Areas
(1)
Architectures
(1)
Clinical
(1)
Learning Paradigms
(1)
Keywords
electronic health record
(2)
medical prediction
(2)
multimodal learning
(2)
benchmark evaluation
(1)
text classification
(1)
uncertainty quantification
(1)
domain adaptation
(1)
information extraction
(1)
named entity recognition
(1)
instruction fine-tuning
(1)
code generation
(1)
privacy preservation
(1)
time series
(1)
medical classification
(1)
deep neural network
(1)
attention mechanism
(1)
few-shot learning
(1)
retrieval-augmented generation
(1)
clinical note
(1)
zero-shot learning
(1)
Papers
CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy
NAACL 2025
Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty
EMNLP 2025
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning
AAAI 2025
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
ICLR 2024
Deep Learning for Medical Prediction in Electronic Health Records
AAAI 2023
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling
ICML 2023
PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text
EMNLP 2022