Jaeseong Lee
19 papers · 2022–2026 · 11 venues · across top CS/AI venues
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Artificial Intelligence
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Machine Learning
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Deep Learning
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Keywords
large language model
(4)
multilingual pretrained language model
(4)
transfer learning
(3)
low-resource language
(3)
3d reconstruction
(2)
cross-lingual transfer
(2)
model compression
(2)
mixture of expert
(2)
language model
(2)
negative interference
(2)
few-shot learning
(1)
knowledge distillation
(1)
multilingual nlp
(1)
data augmentation
(1)
mathematical reasoning
(1)
contrastive learning
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representation learning
(1)
model robustness
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transformer efficiency
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text classification
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Papers
TAGQuant: Token-Aware Clustering for Group-Wise Quantization
EACL 2026
Automatic Mathematic In-Context Example Generation for LLM Using Multi-Modal Consistency
COLING 2025
Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention
ICCV 2025
PLEX: Adaptive Parameter-Efficient Fine-Tuning for Code LLMs using Lottery-Tickets
NAACL 2025
PROM: Pivoted and Regulated Optimization for Multilingual Instruction Learning
NAACL 2025
Smarter, Not Harder: Training-Free Adaptive Computation for Transformers
ACL 2025
STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning
ACL 2025
SurFhead: Affine Rig Blending for Geometrically Accurate 2D Gaussian Surfel Head Avatars
ICLR 2025
Breaking ReLU Barrier: Generalized MoEfication for Dense Pretrained Models
EMNLP 2024
COMMIT: Code-Mixing English-Centric Large Language Model for Multilingual Instruction Tuning
NAACL 2024
ContrastiveMix: Overcoming Code-Mixing Dilemma in Cross-Lingual Transfer for Information Retrieval
NAACL 2024
Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting
NeurIPS 2024
Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding
EMNLP 2024
ScriptMix: Mixing Scripts for Low-resource Language Parsing
NAACL 2024
SelfSwapper: Self-Supervised Face Swapping via Shape Agnostic Masked AutoEncoder
ECCV 2024
Multilingual Lottery Tickets to Pretrain Language Models
EMNLP 2023
Script, Language, and Labels: Overcoming Three Discrepancies for Low-Resource Language Specialization
AAAI 2023
AnimeCeleb: Large-Scale Animation CelebHeads Dataset for Head Reenactment
ECCV 2022
FAD-X: Fusing Adapters for Cross-lingual Transfer to Low-Resource Languages
AACL 2022