Mingyu Lee
13 papers · 2022–2026 · 5 venues · across top CS/AI venues
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knowledge distillation
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contrastive learning
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commonsense reasoning
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model compression
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language model
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out-of-distribution generalization
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image generation
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self-supervised learning
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Papers
RatioMorph: Controllable Diffusion Framework for Automotive Viewpoint and Proportion Manipulation in Vehicle Design
AAAI 2026
Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning
EMNLP 2025
Curriculum Debiasing: Toward Robust Parameter-Efficient Fine-Tuning Against Dataset Biases
ACL 2025
“Going to a trap house” conveys more fear than “Going to a mall”: Benchmarking Emotion Context Sensitivity for LLMs
EMNLP 2025
OuroMamba: A Data-Free Quantization Framework for Vision Mamba
ICCV 2025
Coconut: Contextualized Commonsense Unified Transformers for Graph-Based Commonsense Augmentation of Language Models
ACL 2024
MolTRES: Improving Chemical Language Representation Learning for Molecular Property Prediction
EMNLP 2024
Text-Guided Variational Image Generation for Industrial Anomaly Detection and Segmentation
CVPR 2024
Improving Bias Mitigation through Bias Experts in Natural Language Understanding
EMNLP 2023
Leap-of-Thought: Accelerating Transformers via Dynamic Token Routing
EMNLP 2023
Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking
EMNLP 2022
Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference
ACL 2022
Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network
EMNLP 2022