Mengzhao Jia
8 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(26)
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(7)
Machine Learning
(5)
Natural Language Processing
(5)
Applications
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Learning Paradigms
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Keywords
large language model
(2)
multimodal learning
(2)
multimodal large language model
(2)
language model
(2)
machine translation
(1)
multilingual nlp
(1)
sarcasm detection
(1)
code generation
(1)
instruction following
(1)
machine unlearning
(1)
out-of-distribution generalization
(1)
software engineering
(1)
low-resource language
(1)
spurious correlation
(1)
model utility
(1)
multi-hop reasoning
(1)
multimodal benchmark
(1)
counterfactual augmentation
(1)
multimodal sarcasm detection
(1)
pivot language
(1)
Papers
MMTutorBench: The First Multimodal Benchmark for AI Math Tutoring
ACL 2026
MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems
NAACL 2025
Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench
NAACL 2025
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
ICLR 2025
Debiasing Multimodal Sarcasm Detection with Contrastive Learning
AAAI 2024
Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning
EMNLP 2024
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning
ACL 2024
Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation
ACL 2023