Xiaoyan Yang
8 papers · 2016–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π§¬
Topic Evolution
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Learning Types Β· Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Deep Learning
(2)
Core AI
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications
(1)
Domain-Specific
(1)
Generation
(1)
Keywords
transfer learning
(2)
domain adaptation
(1)
multimodal large language model
(1)
data subset selection
(1)
machine translation
(1)
social media analysis
(1)
topic modeling
(1)
coreference resolution
(1)
weak supervision
(1)
deep learning
(1)
time series
(1)
causal structure
(1)
natural language
(1)
recurrent neural network
(1)
latent dirichlet allocation
(1)
continual pre-training
(1)
sparse attention
(1)
hallucination detection
(1)
domain-invariant representation
(1)
multi-task learning
(1)
Papers
GOLEMcoref: A Multilingual Coreference Dataset of Fiction
ACL 2026
Perplexity-Aware Data Scaling Law: Perplexity Landscapes Predict Performance for Continual Pre-training
ACL 2026
Unified Hallucination Detection for Multimodal Large Language Models
ACL 2024
Weakly-Supervised Convolutional Neural Networks for Vessel Segmentation in Cerebral Angiography
WACV 2022
Time Series Domain Adaptation via Sparse Associative Structure Alignment
AAAI 2021
Meta Multi-Task Learning for Speech Emotion Recognition
Interspeech 2020
An Encoder-Decoder Framework Translating Natural Language to Database Queries
IJCAI 2018
Enhancing Topic Modeling on Short Texts with Crowdsourcing
ACML 2016