Xixian Chen
6 papers · 2015–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Generation
(1)
Mathematics
(1)
Models
(1)
Research
(1)
Keywords
wasserstein distance
(1)
image generation
(1)
black-box optimization
(1)
feature extraction
(1)
attention mechanism
(1)
model interpretability
(1)
parallel computing
(1)
data compression
(1)
covariance matrix estimation
(1)
adversarial attack
(1)
black-box attack
(1)
convolutional neural network
(1)
high-dimensional data
(1)
generative adversarial network
(1)
deep generative model
(1)
adversarial example
(1)
antibody design
(1)
property optimization
(1)
latent space optimization
(1)
unbiased estimator
(1)
Papers
Generative Co-Design of Antibody Sequences and Structures via Black-Box Guidance in a Shared Latent Space
IJCAI 2025
Boosting the Transferability of Adversarial Samples via Attention
CVPR 2020
Towards Global Explanations of Convolutional Neural Networks With Concept Attribution
CVPR 2020
Parallel Wasserstein Generative Adversarial Nets with Multiple Discriminators
IJCAI 2019
Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data
ICML 2017
Training-Efficient Feature Map for Shift-Invariant Kernels
IJCAI 2015