Andi Zhang
8 papers · 2017–2026 · 7 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🧭
Keyword Pioneer
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Optimization & Theory
(4)
Models
(3)
Natural Language Processing
(2)
Architectures
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Keywords
attention mechanism
(2)
diffusion model
(2)
out-of-distribution detection
(2)
probabilistic modeling
(2)
neural machine translation
(1)
semantic alignment
(1)
statistical machine translation
(1)
likelihood estimation
(1)
likelihood ratio
(1)
sampling efficiency
(1)
adversarial attack
(1)
probabilistic model
(1)
autoregressive model
(1)
lossless compression
(1)
adversarial example
(1)
latent optimization
(1)
semantic preservation
(1)
visual attribute
(1)
sequence-to-sequence model
(1)
translation quality
(1)
Papers
Compositional Attribute Imbalance in Vision Datasets
AAAI 2026
Improving Probabilistic Diffusion Models With Optimal Diagonal Covariance Matching
ICLR 2025
Noise Diffusion for Enhancing Semantic Faithfulness in Text-to-Image Synthesis
CVPR 2025
Your Finetuned Large Language Model is Already a Powerful Out-of-distribution Detector
AISTATS 2025
Constructing Semantics-Aware Adversarial Examples with a Probabilistic Perspective
NeurIPS 2024
On the Out-of-distribution Generalization of Probabilistic Image Modelling
NeurIPS 2021
Flexible and Creative Chinese Poetry Generation Using Neural Memory
ACL 2017
Memory-augmented Neural Machine Translation
EMNLP 2017