Xianda Zheng
5 papers · 2021–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Machine Learning
(2)
Natural Language Processing
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Keywords
graph neural network
(2)
large language model
(2)
document summarization
(1)
imbalanced learning
(1)
multimodal language model
(1)
reasoning trace
(1)
cold-start problem
(1)
information propagation
(1)
label scarcity
(1)
medical visual question answering
(1)
structured knowledge
(1)
automatic summarization
(1)
question embedding
(1)
student performance prediction
(1)
matthews correlation coefficient
(1)
signed graph neural network
(1)
student performance
(1)
reasoning accuracy
(1)
dynamic alignment
(1)
reinforcement learning with verifiable reward
(1)
Papers
Disentangling Reasoning Logic to Resolve Explicit Knowledge Conflicts
ACL 2026
Evo-PI: Aligning Medical Reasoning via Evolving Principle-Guided Supervision
ACL 2026
Enhancing Student Performance Prediction on Learnersourced Questions with SGNN-LLM Synergy
AAAI 2024
SKGSum: Structured Knowledge-Guided Document Summarization
ACL 2024
Towards Balanced Defect Prediction with Better Information Propagation
AAAI 2021