Guangzeng Han
6 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Research topics
Artificial Intelligence
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Machine Learning
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Core AI
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Deep Learning
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Application Areas
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Learning Paradigms
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Computer Vision
(1)
Natural Language Processing
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Applications · Natural Language Processing
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Applications · Computer Vision
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Architectures
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Core Methods
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Learning Types · Deep Learning
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Learning Types · Machine Learning
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Models
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Keywords
temporal adaptation
(2)
transformer architecture
(1)
domain adaptation
(1)
text classification
(1)
data augmentation
(1)
in-context learning
(1)
synthetic data generation
(1)
instruction tuning
(1)
data selection
(1)
mixture of expert
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multimodal large language model
(1)
higher-order perception
(1)
cultural knowledge
(1)
genetic algorithm
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knowledge integration
(1)
knowledge augmentation
(1)
long document
(1)
multilingual classification
(1)
semantic understanding
(1)
temporal shift
(1)
Papers
Knowledge-driven Augmentation and Retrieval for Integrative Temporal Adaptation
ACL 2026
What Makes Good Instruction-Tuning Data? An In-Context Learning Perspective
ACL 2026
Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation
EMNLP 2025
Can MLLMs Understand the Deep Implication Behind Chinese Images?
ACL 2025
Examining and Adapting Time for Multilingual Classification via Mixture of Temporal Experts
NAACL 2025
Length-Aware Multi-Kernel Transformer for Long Document Classification
NAACL 2024