Ruixuan Liu
7 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Renaissance Researcher (7) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (19)
π§
Keyword Pioneer
β‘
Prolific Year
(5)
Conferences
AAAI (2)
ACL (1)
EMNLP (1)
ICCV (1)
ICLR (1)
RSS (1)
Top co-authors
Research topics
Keywords
federated learning
(2)
differential privacy
(1)
motion planning
(1)
catastrophic forgetting
(1)
autoregressive generation
(1)
gradient aggregation
(1)
secure aggregation
(1)
communication efficiency
(1)
news recommendation
(1)
model decomposition
(1)
autoregressive model
(1)
data heterogeneity
(1)
language model
(1)
next-token prediction
(1)
text-to-3d generation
(1)
non-iid datum
(1)
task execution
(1)
physics simulation
(1)
privacy amplification
(1)
membership inference attack
(1)
Papers
Towards hyperparameter-free optimization with differential privacy
ICLR 2025
APEX-MR: Multi-Robot Asynchronous Planning and Execution for Cooperative Assembly
RSS 2025
Tokens for Learning, Tokens for Unlearning: Mitigating Membership Inference Attacks in Large Language Models via Dual-Purpose Training
ACL 2025
MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay
AAAI 2025
Generating Physically Stable and Buildable Brick Structures from Text
ICCV 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