Yuan Jin
10 papers · 2018–2026 · 6 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 (38) π Century Club Β· Bronze
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Machine Learning
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Deep Learning
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Natural Language Processing
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Artificial Intelligence
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Generation
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Optimization & Theory
(2)
Healthcare & Medicine
(1)
Mathematics & Optimization
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Keywords
sentence embedding
(2)
contrastive learning
(1)
multimodal learning
(1)
multi-task learning
(1)
few-shot learning
(1)
budget-aware learning
(1)
black-box optimization
(1)
text classification
(1)
information bottleneck
(1)
hyperparameter optimization
(1)
extractive summarization
(1)
topic modeling
(1)
document summarization
(1)
text generation
(1)
sample efficiency
(1)
computational complexity
(1)
document representation
(1)
vector quantization
(1)
hierarchical model
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representation learning
(1)
Papers
VisPCO: Visual Token Pruning Configuration Optimization via Budget-Aware Pareto-Frontier Learning for Vision-Language Models
ACL 2026
Scalable Acceleration for Classification-Based Derivative-Free Optimization
AAAI 2025
SleepSMC: Ubiquitous Sleep Staging via Supervised Multimodal Coordination
ICLR 2025
Taming the Real-world Complexities in CPT E/M Coding with Large Language Models
EMNLP 2025
Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables
EMNLP 2022
Leveraging Information Bottleneck for Scientific Document Summarization
EMNLP 2021
Neural Attention-Aware Hierarchical Topic Model
EMNLP 2021
Topic Modelling Meets Deep Neural Networks: A Survey
IJCAI 2021
Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence
EMNLP 2021
Distinguishing Question Subjectivity from Difficulty for Improved Crowdsourcing
ACML 2018