Shuyang Dai
12 papers · 2018–2024 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
🗃️
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Research topics
Machine Learning
(10)
Learning Types · Machine Learning
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Deep Learning
(5)
Natural Language Processing
(5)
Artificial Intelligence
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Generation
(4)
Learning Types · Deep Learning
(4)
Core AI
(3)
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Models
(3)
Applications
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
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(1)
Keywords
adversarial learning
(4)
generative model
(3)
generative adversarial network
(3)
contrastive learning
(3)
variational inference
(2)
variational autoencoder
(2)
large language model
(2)
text generation
(2)
representation learning
(2)
optimal transport
(1)
embedding learning
(1)
density estimation
(1)
probabilistic modeling
(1)
in-context learning
(1)
information bottleneck
(1)
hierarchical representation
(1)
text classification
(1)
maximum likelihood
(1)
task-oriented dialogue
(1)
embedding space
(1)
Papers
GrounDial: Human-norm Grounded Safe Dialog Response Generation
EACL 2024
Label Supervised Contrastive Learning for Imbalanced Text Classification in Euclidean and Hyperbolic Embedding Spaces
EACL 2024
LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems
NAACL 2024
APo-VAE: Text Generation in Hyperbolic Space
NAACL 2021
Dialogue Response Generation via Contrastive Latent Representation Learning
EMNLP 2021
Bridging Maximum Likelihood and Adversarial Learning via α-Divergence
AAAI 2020
CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information
ICML 2020
On Fenchel Mini-Max Learning
NeurIPS 2019
Variational Annealing of GANs: A Langevin Perspective
ICML 2019
Adversarial Text Generation via Feature-Mover's Distance
NeurIPS 2018
JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets
ICML 2018
Symmetric Variational Autoencoder and Connections to Adversarial Learning
AISTATS 2018