Xiaodong Wu
9 papers · 2014–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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Unstoppable · Bronze
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Machine Learning
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Optimization & Theory
(4)
Artificial Intelligence
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Deep Learning
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Natural Language Processing
(2)
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Core AI
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Computer Vision
(1)
Healthcare & Medicine
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image segmentation
(1)
benchmark evaluation
(1)
adversarial learning
(1)
adversarial robustness
(1)
variational inference
(1)
unsupervised clustering
(1)
multi-instance learning
(1)
gradient-based optimization
(1)
medical imaging
(1)
model evaluation
(1)
bert model
(1)
energy minimization
(1)
instruction following
(1)
deep learning
(1)
gradient-based method
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variance reduction
(1)
natural gradient descent
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fisher information matrix
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distributionally robust optimization
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stochastic optimization
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Papers
Feature Compression May Be the Root Cause of Adversarial Fragility in Neural Network Classifiers (Student Abstract)
AAAI 2026
LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context Scenarios
ACL 2025
An Improved Empirical Fisher Approximation for Natural Gradient Descent
NeurIPS 2024
Compositional Mathematical Encoding for Math Word Problems
ACL 2023
Provable Multi-instance Deep AUC Maximization with Stochastic Pooling
ICML 2023
When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee
ICML 2022
Learning Similarity between Movie Characters and Its Potential Implications on Understanding Human Experiences
NAACL 2021
No, you’re not alone: A better way to find people with similar experiences on Reddit
EMNLP 2019
Error-tolerant Scribbles Based Interactive Image Segmentation
CVPR 2014