Yingji Zhang
8 papers · 2023–2026 · 7 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(12)
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Keyword Champion
(2)
Top co-authors
Research topics
Keywords
variational autoencoder
(6)
disentangled representation
(3)
latent space
(3)
semantic disentanglement
(2)
formal semantics
(2)
semantic analysis
(1)
definition modeling
(1)
vector quantization
(1)
semantic structure
(1)
latent representation
(1)
language model
(1)
text embedding
(1)
flow-based model
(1)
sentence representation
(1)
semantic control
(1)
controllable text generation
(1)
probing method
(1)
semantic geometry
(1)
probe algorithm
(1)
invertible neural network
(1)
Papers
Learning to Disentangle Latent Reasoning Rules with Language VAEs: A Systematic Study
AAAI 2026
LangVAE and LangSpace: Building and Probing for Language Model VAEs
EMNLP 2025
Quasi-symbolic Semantic Geometry over Transformer-based Variational AutoEncoder
CoNLL 2025
Formal Semantic Controls over Language Models
COLING 2024
Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders
NAACL 2024
Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders
EACL 2024
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks
ACL 2024
Learning Disentangled Representations for Natural Language Definitions
EACL 2023