Fusheng Liu
6 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Paradigms · Machine Learning
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Core Methods
(1)
Methods
(1)
Keywords
state space model
(2)
representation learning
(1)
sequence modeling
(1)
domain generalization
(1)
domain adaptation
(1)
convex optimization
(1)
data augmentation
(1)
mechanism design
(1)
empirical risk minimization
(1)
classifier
(1)
linear regression
(1)
temporal dependencies
(1)
incentive mechanism
(1)
generalization bound
(1)
diffusion model
(1)
incentive design
(1)
feature decomposition
(1)
feature augmentation
(1)
invariant representation
(1)
contract theory
(1)
Papers
Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models
ICLR 2025
Leveraging Diffusion Model as Pseudo-Anomalous Graph Generator for Graph-Level Anomaly Detection
ICML 2025
Paid with Models: Optimal Contract Design for Collaborative Machine Learning
AAAI 2025
Cross-Domain Feature Augmentation for Domain Generalization
IJCAI 2024
From Generalization Analysis to Optimization Designs for State Space Models
ICML 2024
Unraveling Model-Agnostic Meta-Learning via The Adaptation Learning Rate
ICLR 2022