Yunan Lu
12 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (55)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(9)
Core Methods
(8)
Artificial Intelligence
(6)
Deep Learning
(4)
Models
(4)
Natural Language Processing
(3)
Core AI
(3)
Bayesian & Probabilistic
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Applications
(1)
Learning Paradigms
(1)
Keywords
label distribution learning
(7)
label enhancement
(4)
label distribution
(3)
variational inference
(2)
large language model
(2)
generative model
(2)
label polysemy
(2)
gaussian mixture
(2)
multi-label classification
(2)
data augmentation
(1)
joint representation
(1)
weakly supervised learning
(1)
partial ranking
(1)
parameter-efficient fine-tuning
(1)
confusion matrix
(1)
controllable generation
(1)
multi-label learning
(1)
model fine-tuning
(1)
text generation
(1)
ternary label
(1)
Papers
Learning Label Distribution with Dirichlet Process Mixture Model
AAAI 2026
SAGE : A Top-Down Bottom-Up Knowledge-Grounded User Simulator for Multi-turn Agent Evaluation
EACL 2026
Adaptive-Grained Label Distribution Learning
AAAI 2025
Approximately Correct Label Distribution Learning
ICML 2025
LIMEFLDL: A Local Interpretable Model-Agnostic Explanations Approach for Label Distribution Learning
ICML 2025
Generative Calibration of Inaccurate Annotation for Label Distribution Learning
AAAI 2024
LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems
ACL 2024
Predicting Label Distribution from Ternary Labels
NeurIPS 2024
Generative Label Enhancement with Gaussian Mixture and Partial Ranking
AAAI 2023
Label Enhancement via Joint Implicit Representation Clustering
IJCAI 2023
Mixture of Soft Prompts for Controllable Data Generation
EMNLP 2023
Predicting Label Distribution from Multi-label Ranking
NeurIPS 2022