Our paper on interpretable association mining for dementia diagnosis was accepted at PSB 2025.
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Two papers accepted at the AMIA 2024 Annual Symposium; the paper on fairness in detecting mild cognitive impairment won the Distinguished Paper Award.
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Interpretable Deep Clustering Survival Machines was accepted by Medical Image Analysis.
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Our quadratic neuron-empowered autoencoder for anomaly detection was accepted by IEEE Transactions on Artificial Intelligence.
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Our regret analysis of online alternating gradient methods for bilevel optimization was accepted at AISTATS 2024.
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Three papers accepted at the AMIA 2024 Informatics Summit.
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Our paper on online learning from evolving feature spaces with deep variational models was accepted by IEEE TKDE.
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Fair Canonical Correlation Analysis was accepted at NeurIPS 2023.
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Multi-Group Tensor Canonical Correlation Analysis was accepted at ACM BCB 2023 and won the Best Paper Award.
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Our paper on fairness-aware class imbalanced learning on multiple subgroups was accepted at UAI 2023.
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Our paper on thoracic disease detection with chest X-rays from PubMed Central was accepted by Computers in Biology and Medicine.
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Deep Clustering Survival Machines with Interpretable Expert Distributions was accepted at ISBI 2023.
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Our study of diagnosis bias in deep learning for glaucoma was accepted at the AMIA 2023 Informatics Summit.
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Online Deep Learning from Doubly-Streaming Data was accepted at ACM MM 2022.
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Our paper on automated glaucoma diagnosis from fundus images was accepted by Scientific Reports.
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Received the Excellent Doctoral Dissertation Award of Jiangsu Province.
Received the Excellent Doctoral Dissertation Award of Nanjing University.
Online Learning in Variable Feature Spaces with Mixed Data was accepted at ICDM 2021.
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Prediction with Unpredictable Feature Evolution was accepted by IEEE Transactions on Neural Networks and Learning Systems.
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Received the JSAI Excellent Doctoral Dissertation Award.
Storage Fit Learning with Feature Evolvable Streams was accepted at AAAI 2021.
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Received the CS Excellent Doctoral Dissertation Award of Nanjing University.
Defended my Ph.D. dissertation.
Received the Outstanding Graduate Student Award of Nanjing University.