Xinyuan Zhang
15 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (49)
π§¬
Topic Evolution
π€
Dynamic Duo
(10)
ποΈ
Keyword Collector
(86)
π
Century Club Β· Bronze
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Renaissance Researcher
(7)
Top co-authors
Research topics
Machine Learning
(13)
Deep Learning
(11)
Core Methods
(11)
Learning Types Β· Deep Learning
(8)
Natural Language Processing
(6)
Artificial Intelligence
(5)
Mathematics & Optimization
(4)
Applications
(4)
Core AI
(4)
Architectures
(3)
Optimization
(3)
Computer Vision
(2)
Knowledge & Reasoning
(2)
Generation
(2)
Learning Types Β· Machine Learning
(2)
Keywords
network embedding
(4)
variational autoencoder
(3)
link prediction
(3)
graph representation
(3)
attention mechanism
(2)
semantic matching
(2)
graph embedding
(2)
optimal transport
(2)
textual network embedding
(2)
textual network
(2)
vertex classification
(2)
information retrieval
(1)
text classification
(1)
multimodal learning
(1)
text generation
(1)
question answering
(1)
compressive sensing
(1)
natural language inference
(1)
semantic alignment
(1)
image restoration
(1)
Papers
Dash-M5H: An Interactive Dashboard for Multi-Modal, Multi-Model Mental Health Assessment
ACL 2026
ADFormer: Aggregation Differential Transformer for Passenger Demand Forecasting
IJCAI 2025
Memory-QA: Answering Recall Questions Based on Multimodal Memories
EMNLP 2025
Fast and Accurate Factual Inconsistency Detection Over Long Documents
EMNLP 2023
Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes
AAAI 2021
Dynamic Embedding on Textual Networks via a Gaussian Process
AAAI 2020
Semantic Matching for Sequence-to-Sequence Learning
EMNLP 2020
Improving Textual Network Embedding with Global Attention via Optimal Transport
ACL 2019
Improving Textual Network Learning with Variational Homophilic Embeddings
NeurIPS 2019
Learning Compressed Sentence Representations for On-Device Text Processing
ACL 2019
Syntax-Infused Variational Autoencoder for Text Generation
ACL 2019
Diffusion Maps for Textual Network Embedding
NeurIPS 2018
Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment
EMNLP 2018
Joint Embedding of Words and Labels for Text Classification
ACL 2018
Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration
CVPR 2018