Dongping Liao
7 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Application Areas
(3)
Core AI
(3)
Learning Paradigms · Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Deep Learning
(2)
Domain-Specific
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Architectures
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
model compression
(3)
autonomous driving
(2)
behavior modeling
(2)
federated learning
(2)
trajectory prediction
(2)
attention mechanism
(2)
optimal transport
(1)
motion forecasting
(1)
few-shot learning
(1)
data heterogeneity
(1)
semi-supervised learning
(1)
data-free learning
(1)
prompt learning
(1)
distributed optimization
(1)
distribution matching
(1)
constrained optimization
(1)
efficient computing
(1)
memory efficiency
(1)
knowledge distillation
(1)
adversarial learning
(1)
Papers
A3: Few-shot Prompt Learning of Unlearnable Examples with Cross-Modal Adversarial Feature Alignment
CVPR 2025
Mixture of Weight-shared Heterogeneous Group Attention Experts for Dynamic Token-wise KV Optimization
EMNLP 2025
Progressive Distribution Matching for Federated Semi-Supervised Learning
AAAI 2025
BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving
AAAI 2024
Impartial Adversarial Distillation: Addressing Biased Data-Free Knowledge Distillation via Adaptive Constrained Optimization
AAAI 2024
MFTraj: Map-Free, Behavior-Driven Trajectory Prediction for Autonomous Driving
IJCAI 2024
Adaptive Channel Sparsity for Federated Learning Under System Heterogeneity
CVPR 2023