Yiyun Zhou
8 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Diamond πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Renaissance Researcher (5)
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Research topics
Machine Learning
(7)
Artificial Intelligence
(4)
Core AI
(4)
Interdisciplinary
(3)
Natural Language Processing
(3)
Applications
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Deep Learning
(2)
Healthcare & Medicine
(2)
Application Areas
(2)
Clinical
(2)
Education
(2)
Learning Types Β· Deep Learning
(2)
Speech & Audio
(1)
Keywords
cross-modal alignment
(2)
large language model
(2)
short answer grading
(2)
contrastive learning
(2)
natural language processing
(1)
text classification
(1)
adversarial learning
(1)
adversarial training
(1)
ensemble learning
(1)
educational technology
(1)
efficient inference
(1)
model adaptation
(1)
machine learning
(1)
concept graphs
(1)
ensemble method
(1)
multimodal learning
(1)
adversarial attack
(1)
response time
(1)
parameter-efficient fine-tuning
(1)
knowledge transfer
(1)
Papers
AccKV: Towards Efficient Audio-Video LLMs Inference via Adaptive-Focusing and Cross-Calibration KV Cache Optimization
AAAI 2026
Collaborative Representation Learning for Alignment of Tactile, Language, and Vision Modalities
AAAI 2026
Automated Scoring of Communication Skills in Physician-Patient Interaction: Balancing Performance and Scalability
ACL 2025
CoLA: Collaborative Low-Rank Adaptation
ACL 2025
Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer
IJCAI 2025
Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems
ACL 2025
Findings from the First Shared Task on Automated Prediction of Difficulty and Response Time for Multiple-Choice Questions
NAACL 2024
ACTA: Short-Answer Grading in High-Stakes Medical Exams
ACL 2023