Deng Pan
9 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (5) π Renaissance Researcher (6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(20)
Conferences
IJCAI (5)
AAAI (3)
NIPS (1)
Top co-authors
Keywords
gradient attribution
(2)
feature importance
(2)
neural network
(2)
feature attribution
(2)
convolutional neural network
(2)
feature distribution
(1)
collaborative filtering
(1)
stochastic gradient descent
(1)
neural network interpretability
(1)
deep neural network
(1)
policy gradient
(1)
class imbalance
(1)
model interpretability
(1)
multi-class classification
(1)
latent factor model
(1)
automatic speech recognition
(1)
feature mapping
(1)
logistic loss
(1)
attention mechanism
(1)
adversarial robustness
(1)
Papers
Leveraging Artificial Intelligence to Bridge Gaps in Pediatric Oncology Care for Marginalized Spanish-Speaking Communities
IJCAI 2025
Fast Explanations via Policy Gradient-Optimized Explainer
IJCAI 2025
Negative Flux Aggregation to Estimate Feature Attributions
IJCAI 2023
Learning Compact Features via In-Training Representation Alignment
AAAI 2023
AttCAT: Explaining Transformers via Attentive Class Activation Tokens
NIPS 2022
Explaining Deep Neural Network Models with Adversarial Gradient Integration
IJCAI 2021
Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints
AAAI 2021
Explainable Recommendation via Interpretable Feature Mapping and Evaluation of Explainability
IJCAI 2020
On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks
AAAI 2020