Da Yan
12 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Keyword Collector
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Research topics
Machine Learning
(10)
Artificial Intelligence
(8)
Core AI
(7)
Learning Types
(6)
Deep Learning
(4)
Optimization & Theory
(4)
Core Methods
(3)
Computer Vision
(2)
Application Areas
(2)
Architectures
(2)
Domain-Specific
(2)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Analysis
(1)
Learning Paradigms
(1)
Keywords
adversarial attack
(3)
semantic segmentation
(3)
graph neural network
(2)
reinforcement learning from human feedback
(2)
flood extent mapping
(2)
graph learning
(1)
transfer learning
(1)
lottery ticket hypothesis
(1)
network pruning
(1)
language model evaluation
(1)
model behavior
(1)
machine unlearning
(1)
remote sensing
(1)
certified robustness
(1)
robust learning
(1)
data augmentation
(1)
graph sparsification
(1)
knowledge graph
(1)
gradient descent
(1)
weakly supervised learning
(1)
Papers
Faster Annotation for Elevation-Guided Flood Extent Mapping by Consistency-Enhanced Active Learning
IJCAI 2025
Flexible, Efficient, and Stable Adversarial Attacks on Machine Unlearning
ICML 2025
EvaNet: Elevation-Guided Flood Extent Mapping on Earth Imagery
IJCAI 2024
Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery
AAAI 2024
Towards Understanding Sycophancy in Language Models
ICLR 2024
Dimension-independent Certified Neural Network Watermarks via Mollifier Smoothing
ICML 2023
Discovering Language Model Behaviors with Model-Written Evaluations
ACL 2023
Fast Federated Machine Unlearning with Nonlinear Functional Theory
ICML 2023
Rethinking Graph Lottery Tickets: Graph Sparsity Matters
ICLR 2023
Adversarial Attack against Cross-lingual Knowledge Graph Alignment
EMNLP 2021
Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks
ICML 2021
Spatial Classification with Limited Observations Based on Physics-Aware Structural Constraint
AAAI 2020