Ruhui Ma
15 papers · 2019–2025 · 10 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (10) π Interdisciplinary Bridge π Renaissance Researcher (5) π§ Keyword Pioneer π Academic Marathon (6)
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Academic Marathon
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Cross-Pollinator
(9)
πΊοΈ
Taxonomy Completionist
(47)
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Dynamic Duo
(12)
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Trend Setter
π₯
Unstoppable
(7)
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Century Club
(15)
ποΈ
Keyword Collector
(80)
Conferences
AAAI (3)
ICCV (3)
ECCV (2)
ACL (1)
CVPR (1)
EMNLP (1)
ICML (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
personalized federated learning
(3)
model personalization
(3)
uncertainty quantification
(2)
bayesian neural network
(2)
epistemic uncertainty
(2)
federated learning
(2)
client-server architecture
(2)
domain adaptation
(1)
adversarial robustness
(1)
representation learning
(1)
self-supervised learning
(1)
knowledge transfer
(1)
information extraction
(1)
model evaluation
(1)
posterior sampling
(1)
adversarial learning
(1)
adversarial training
(1)
temporal information
(1)
parameter estimation
(1)
distributed learning
(1)
Papers
TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks
ACL 2025
PFLlib: A Beginner-Friendly and Comprehensive Personalized Federated Learning Library and Benchmark
JMLR 2025
SkyMask: Attack-agnostic Robust Federated Learning with Fine-grained Learnable Masks
ECCV 2024
TKGT: Redefinition and A New Way of Text-to-Table Tasks Based on Real World Demands and Knowledge Graphs Augmented LLMs
EMNLP 2024
GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning
ICCV 2023
FedALA: Adaptive Local Aggregation for Personalized Federated Learning
AAAI 2023
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples
ICML 2023
Eliminating Domain Bias for Federated Learning in Representation Space
NIPS 2023
Improving Bayesian Neural Networks by Adversarial Sampling
AAAI 2022
Self-Supervised Vessel Segmentation via Adversarial Learning
ICCV 2021
Themis: A Fair Evaluation Platform for Computer Vision Competitions
IJCAI 2021
Robust Bayesian Neural Networks by Spectral Expectation Bound Regularization
CVPR 2021
Reinforcing Neural Network Stability with Attractor Dynamics
AAAI 2020
Dual Adversarial Network for Deep Active Learning
ECCV 2020
Object Guided External Memory Network for Video Object Detection
ICCV 2019