Mingsong Chen
13 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (35) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6)
π
Cross-Pollinator
(11)
ποΈ
Keyword Collector
(66)
π
Century Club
(13)
β‘
Prolific Year
(6)
Conferences
AAAI (4)
IJCAI (3)
NIPS (3)
CVPR (1)
ECCV (1)
ICLR (1)
Top co-authors
Research topics
Keywords
graph neural network
(2)
data heterogeneity
(2)
diffusion model
(2)
transformer architecture
(1)
adversarial learning
(1)
few-shot learning
(1)
catastrophic forgetting
(1)
self-attention mechanism
(1)
neural network security
(1)
backdoor defense
(1)
data augmentation
(1)
point cloud
(1)
3d vision
(1)
graph generation
(1)
message passing
(1)
model aggregation
(1)
reward function
(1)
machine learning security
(1)
conditional mutual information
(1)
image generation
(1)
Papers
PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction
IJCAI 2025
MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay
AAAI 2025
R2Det: Exploring Relaxed Rotation Equivariance in 2D Object Detection
ICLR 2025
FedMut: Generalized Federated Learning via Stochastic Mutation
AAAI 2024
Hyperbolic Graph Diffusion Model
AAAI 2024
Situation-Dependent Causal Influence-Based Cooperative Multi-Agent Reinforcement Learning
AAAI 2024
Exact Fusion via Feature Distribution Matching for Few-shot Image Generation
CVPR 2024
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks
NIPS 2024
SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification
NIPS 2024
InitLight: Initial Model Generation for Traffic Signal Control Using Adversarial Inverse Reinforcement Learning
IJCAI 2023
Geodesic Self-Attention for 3D Point Clouds
NIPS 2022
Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation
IJCAI 2022
Learning Extremely Lightweight and Robust Model with Differentiable Constraints on Sparsity and Condition Number
ECCV 2022