Ruixuan Liu
7 papers · 2021–2025 · 6 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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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
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Prolific Year · Productive
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Application Areas
(4)
Core AI
(3)
Learning Paradigms · Artificial Intelligence
(3)
Learning Paradigms · Machine Learning
(3)
Deep Learning
(2)
Optimization & Theory
(2)
Computer Science
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Applications
(1)
Differential Privacy
(1)
Generation
(1)
Keywords
federated learning
(2)
differential privacy
(2)
autoregressive generation
(1)
catastrophic forgetting
(1)
model decomposition
(1)
gradient aggregation
(1)
communication efficiency
(1)
gradient clipping
(1)
news recommendation
(1)
hyperparameter tuning
(1)
secure aggregation
(1)
autoregressive model
(1)
data heterogeneity
(1)
language model
(1)
motion planning
(1)
next-token prediction
(1)
text-to-3d generation
(1)
non-iid data
(1)
task execution
(1)
model compression
(1)
Papers
APEX-MR: Multi-Robot Asynchronous Planning and Execution for Cooperative Assembly
RSS 2025
Generating Physically Stable and Buildable Brick Structures from Text
ICCV 2025
MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay
AAAI 2025
Tokens for Learning, Tokens for Unlearning: Mitigating Membership Inference Attacks in Large Language Models via Dual-Purpose Training
ACL 2025
Towards hyperparameter-free optimization with differential privacy
ICLR 2025
Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation
EMNLP 2021
FLAME: Differentially Private Federated Learning in the Shuffle Model
AAAI 2021