Junyi He
6 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Natural Language Processing
(3)
Learning Paradigms
(3)
Application Areas
(2)
Core AI
(2)
Deep Learning
(1)
Speech & Audio
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
representation learning
(1)
zero-shot learning
(1)
multi-task learning
(1)
few-shot learning
(1)
attention mechanism
(1)
data augmentation
(1)
grammatical error correction
(1)
speech synthesis
(1)
cross-lingual transfer
(1)
prompt engineering
(1)
cross-modal learning
(1)
model safety
(1)
linguistic knowledge
(1)
neural ordinary differential equation
(1)
synthetic data
(1)
multimodal large language model
(1)
parameter-efficient tuning
(1)
text embedding
(1)
inference efficiency
(1)
safety benchmark
(1)
Papers
Evolving Contextual Safety in Multi-Modal Large Language Models via Inference-Time Self-Reflective Memory
CVPR 2026
Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations
AAAI 2025
PrAd: Prompt Adaptive Tuning for Decoder-only Language Models
EMNLP 2025
Zero-shot Cross-lingual Automated Essay Scoring
COLING 2024
EdenTTS: A Simple and Efficient Parallel Text-to-speech Architecture with Collaborative Duration-alignment Learning
Interspeech 2023
Data Augmentation of Incorporating Real Error Patterns and Linguistic Knowledge for Grammatical Error Correction
CoNLL 2021