Xiyao Ma
6 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(21)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Natural Language Processing
(2)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Core AI
(2)
Generation
(2)
Models
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
representation learning
(1)
zero-shot learning
(1)
variational inference
(1)
domain adaptation
(1)
collaborative filtering
(1)
medical imaging
(1)
knowledge distillation
(1)
in-context learning
(1)
batch normalization
(1)
kl divergence
(1)
chain-of-thought reasoning
(1)
multimodal learning
(1)
question generation
(1)
natural language understanding
(1)
semantic matching
(1)
kullback-leibler divergence
(1)
generative model
(1)
variational autoencoder
(1)
diversity optimization
(1)
parameter efficiency
(1)
Papers
Disentangling for Transfer: Boosting Limited Modalities via Information-Theoretic Regularization and Cross-Modal Reconstruction
AAAI 2026
MMPlanner: Zero-Shot Multimodal Procedural Planning with Chain-of-Thought Object State Reasoning
EMNLP 2025
MEND: Meta Demonstration Distillation for Efficient and Effective In-Context Learning
ICLR 2024
Collaborative Data Relabeling for Robust and Diverse Voice Apps Recommendation in Intelligent Personal Assistants
EMNLP 2021
A Batch Normalized Inference Network Keeps the KL Vanishing Away
ACL 2020
Improving Question Generation with Sentence-Level Semantic Matching and Answer Position Inferring
AAAI 2020