Sheng-Jun Huang

College of Computer Science and Technology , Nanjing University of Aeronautics and Astronautics; MIIT Key Laboratory of Pattern Analysis and Machine Intelligence

14 papers in the IJCAI proceedings

IJCAI 2025

DM-POSA: Enhancing Open-World Test-Time Adaptation with Dual-Mode Matching and Prompt-Based Open Set Adaptation

with Shiji Zhao, Shao-Yuan Li, Chuanxing Geng, Songcan Chen

doi:10.24963/ijcai.2025/790

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FedDLAD: A Federated Learning Dual-Layer Anomaly Detection Framework for Enhancing Resilience Against Backdoor Attacks

with Binbin Ding, Penghui Yang

doi:10.24963/ijcai.2025/559

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Inconsistency-Based Federated Active Learning

with Chen-Chen Zong, Tong Jin

doi:10.24963/ijcai.2025/812

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IJCAI 2024

Causality-enhanced Discreted Physics-informed Neural Networks for Predicting Evolutionary Equations

with Ye Li, Siqi Chen, Bin Shan

doi:10.24963/ijcai.2024/497

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NanoAdapt: Mitigating Negative Transfer in Test Time Adaptation with Extremely Small Batch Sizes

with Shiji Zhao, Shao-Yuan Li

doi:10.24963/ijcai.2024/616

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IJCAI 2023

ALL-E: Aesthetics-guided Low-light Image Enhancement

with Ling Li, Dong Liang, Yuanhang Gao, Songcan Chen

doi:10.24963/ijcai.2023/118

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IJCAI 2021

Asynchronous Active Learning with Distributed Label Querying

with Chen-Chen Zong, Kun-Peng Ning, Hai-Bo Ye

doi:10.24963/ijcai.2021/354

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Dual Active Learning for Both Model and Data Selection

with Ying-Peng Tang

doi:10.24963/ijcai.2021/420

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IJCAI 2019

Multi-View Active Learning for Video Recommendation

with Jia-Jia Cai, Jun Tang, Qing-Guo Chen, Yao Hu, Xiaobo Wang

doi:10.24963/ijcai.2019/284

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IJCAI 2018

Cost-Effective Active Learning for Hierarchical Multi-Label Classification

with Yi-Fan Yan

doi:10.24963/ijcai.2018/411

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IJCAI 2017

Cost-Effective Active Learning from Diverse Labelers

with Jia-Lve Chen, Xin Mu, Zhi-Hua Zhou

doi:10.24963/ijcai.2017/261

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Multi-instance multi-label active learning

with Nengneng Gao, Songcan Chen

doi:10.24963/ijcai.2017/262

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IJCAI 2016

Transfer Learning with Active Queries from Source Domain

with Songcan Chen

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IJCAI 2015

Multi-Label Active Learning: Query Type Matters

with Songcan Chen, Zhi-Hua Zhou

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