Yingyi Ma
7 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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Research topics
Machine Learning
(6)
Core Methods
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Speech & Audio
(2)
Optimization & Theory
(2)
Recognition
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Generation
(1)
Learning Paradigms
(1)
Mathematics
(1)
Keywords
language model personalization
(2)
retrieval augmentation
(2)
domain adaptation
(2)
contrastive learning
(2)
representation learning
(2)
language modeling
(1)
automatic speech recognition
(1)
wavelet transform
(1)
temporal learning
(1)
euclidean embedding
(1)
persistent homology
(1)
generative model
(1)
dataset distillation
(1)
invariant representation
(1)
topology alignment
(1)
proximal mapping
(1)
approximation bound
(1)
synthetic image
(1)
label space
(1)
word error rate
(1)
Papers
Fixed Anchors Are Not Enough: Dynamic Retrieval and Persistent Homology for Dataset Distillation
CVPR 2026
DOC-RAG: ASR Language Model Personalization with Domain-Distributed Co-occurrence Retrieval Augmentation
COLING 2024
PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation
EMNLP 2023
Warping Layer: Representation Learning for Label Structures in Weakly Supervised Learning
AISTATS 2022
Convex Representation Learning for Generalized Invariance in Semi-Inner-Product Space
ICML 2020
Proximal Mapping for Deep Regularization
NeurIPS 2020
Learning Invariant Representations with Kernel Warping
AISTATS 2019