Yingting Li
6 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Application Areas
(3)
Applications
(3)
Core AI
(2)
Learning Types
(2)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Speech & Audio
(1)
Core Methods
(1)
Learning Paradigms
(1)
Mathematics
(1)
Optimization & Theory
(1)
Social
(1)
Keywords
semi-supervised learning
(1)
domain adaptation
(1)
sentiment analysis
(1)
text classification
(1)
model robustness
(1)
knowledge distillation
(1)
question answering
(1)
multimodal learning
(1)
nearest neighbor
(1)
nearest neighbor search
(1)
sparsity
(1)
knowledge graph
(1)
diffusion model
(1)
language model
(1)
consistency model
(1)
inference efficiency
(1)
multi-hop reasoning
(1)
representation space
(1)
multimodal model
(1)
parameter-efficient adaptation
(1)
Papers
DLP: Dynamic Layerwise Pruning in Large Language Models
ICML 2025
CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models
NAACL 2024
HYPERTTS: Parameter Efficient Adaptation in Text to Speech Using Hypernetworks
COLING 2024
kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers
EMNLP 2023
Analyzing Modality Robustness in Multimodal Sentiment Analysis
NAACL 2022
HGMAN: Multi-Hop and Multi-Answer Question Answering Based on Heterogeneous Knowledge Graph (Student Abstract)
AAAI 2020