Chenglin Miao
11 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (20)
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Academic Marathon
(6)
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Renaissance Researcher
(7)
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Interdisciplinary Bridge
π§¬
Topic Evolution
π
Century Club
(11)
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Conference Pioneer
Conferences
AAAI (6)
IJCAI (3)
MICCAI (1)
NIPS (1)
Top co-authors
Research topics
Keywords
adversarial attack
(3)
pairwise learning
(2)
data poisoning
(2)
differential privacy
(2)
uncertainty quantification
(1)
online learning
(1)
concept-based explanation
(1)
text classification
(1)
certified robustness
(1)
gradient-based optimization
(1)
semantic similarity
(1)
feature importance
(1)
machine unlearning
(1)
machine learning security
(1)
generalization error bound
(1)
dropout regularization
(1)
conformal prediction
(1)
backdoor attack
(1)
metric learning
(1)
federated learning
(1)
Papers
Neuron Explanations for Conformal Prediction (Student Abstract)
AAAI 2025
Modeling and Understanding Uncertainty in Medical Image Classification
MICCAI 2024
Backdoor Attacks via Machine Unlearning
AAAI 2024
Towards Automating Model Explanations with Certified Robustness Guarantees
AAAI 2022
TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text
AAAI 2022
Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning
NIPS 2021
Towards Interpretation of Pairwise Learning
AAAI 2020
Pairwise Learning with Differential Privacy Guarantees
AAAI 2020
Privacy-aware Synthesizing for Crowdsourced Data
IJCAI 2019
Data Poisoning Attack against Knowledge Graph Embedding
IJCAI 2019
Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm
IJCAI 2019