Mengxiao Zhu
5 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Natural Language Processing
(4)
Artificial Intelligence
(3)
Computer Vision
(2)
Deep Learning
(2)
Machine Learning
(2)
Applications · Natural Language Processing
(2)
Core AI
(2)
Learning Types
(2)
Resources & Methods
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Analysis
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Architectures
(1)
Keywords
large language model
(2)
benchmark evaluation
(1)
anomaly detection
(1)
curriculum learning
(1)
visual question answering
(1)
data augmentation
(1)
model evaluation
(1)
multimodal learning
(1)
multilingual processing
(1)
vocabulary expansion
(1)
document analysis
(1)
low-resource language
(1)
parameter-efficient fine-tuning
(1)
knowledge perturbation
(1)
response consistency
(1)
knowledge capacity
(1)
data contamination
(1)
graph mining
(1)
scalable algorithm
(1)
attributed graph
(1)
Papers
Beyond Atomic Characters: Glyph-Aware Sub-character Alignment for Low-Resource Multilingual OCR
ACL 2026
TVQACML: Benchmarking Text-Centric Visual Question Answering in Multilingual Chinese Minority Languages
EMNLP 2025
VEEF-Multi-LLM: Effective Vocabulary Expansion and Parameter Efficient Finetuning Towards Multilingual Large Language Models
COLING 2025
PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations
NeurIPS 2024
MixedAD: A Scalable Algorithm for Detecting Mixed Anomalies in Attributed Graphs
AAAI 2020