Shuteng Niu

50 papers A 1B 4C 3Journal 31Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Teleportation: Defense Against Stealing Attacks of Data-Driven Healthcare APIs.
IEEE Trans. Artif. Intell.
Tiehang Duan, Zhenyi Wang, Li Shen, Siyu Luan, Fang Li, Gianfranco Doretto, Donald A. Adjeroh, Shuteng Niu, Jianfu Li, Cui Tao
2025 B conf
Automatic Molecular Dynamics Simulation with Binding Affinity Prediction Using Deep Learning.
ICTAI
Lingtao Chen, Kazi Fahim Ahmad Nasif, Ming Yang, Shuteng Niu, Bobin Deng, Yixin Xie
2025 — conf
ETT-CKGE: Efficient Task-Driven Tokens for Continual Knowledge Graph Embedding.
ECML/PKDD (6)
Lijing Zhu, Qizhen Lan, Qing Tian, Wenbo Sun, Li Yang, Lu Xia, Yixin Xie, Xi Xiao, Tiehang Duan, Cui Tao, Shuteng Niu
2025 J jnl
ETT-CKGE: Efficient Task-driven Tokens for Continual Knowledge Graph Embedding.
CoRR
Lijing Zhu, Qizhen Lan, Qing Tian, Wenbo Sun, Li Yang, Lu Xia, Yixin Xie, Xi Xiao, Tiehang Duan, Cui Tao, Shuteng Niu
2025 J jnl
Early GVHD Prediction in Liver Transplantation via Multi-Modal Deep Learning on Imbalanced EHR Data.
CoRR
Yushan Jiang, Shuteng Niu, Dongjin Song, Yichen Wang, Jingna Feng, Xinyue Hu, Liu Yang, Cui Tao
2025 J jnl
KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion.
CoRR
Donghyun Jeon, Wenbo Sun, Houbing Herbert Song, Dongfang Liu, Alvaro Velasquez, Chloe Yixin Xie, Shuteng Niu
2025 A conf
Leveraging Vulnerabilities in Temporal Graph Neural Networks via Strategic High-Impact Assaults.
CIKM
Donghyun Jeon, Lijing Zhu, Haifang Li, Pengze Li, Jingna Feng, Tiehang Duan, Houbing Herbert Song, Cui Tao, Shuteng Niu
2025 J jnl
Leveraging Vulnerabilities in Temporal Graph Neural Networks via Strategic High-Impact Assaults.
CoRR
Donghyun Jeon, Lijing Zhu, Haifang Li, Pengze Li, Jingna Feng, Tiehang Duan, Houbing Herbert Song, Cui Tao, Shuteng Niu
2025 J jnl
More Than Memory Savings: Zeroth-Order Optimization Mitigates Forgetting in Continual Learning.
CoRR
Wanhao Yu, Zheng Wang, Shuteng Niu, Sen Lin, Li Yang
2024 J jnl
Addressing Small and Imbalanced Medical Image Datasets Using Generative Models: A Comparative Study of DDPM and PGGANs with Random and Greedy K Sampling.
CoRR
Iman Khazrak, Shakhnoza Takhirova, Mostafa M. Rezaee, Mehrdad Yadollahi, Robert C. Green II, Shuteng Niu
2024 — conf
Explainable AI for Comparative Analysis of Intrusion Detection Models.
MeditCom
Pap M. Corea, Yongxin Liu, Jian Wang, Shuteng Niu, Houbing Song
2024 J jnl
Explainable AI for Comparative Analysis of Intrusion Detection Models.
CoRR
Pap M. Corea, Yongxin Liu, Jian Wang, Shuteng Niu, Houbing Song
2024 B conf
Flexible Memory Rotation (FMR): Rotated Representation with Dynamic Regularization to Overcome Catastrophic Forgetting in Continual Knowledge Graph Learning.
IEEE Big Data
Lijing Zhu, Donghyun Jeon, Wenbo Sun, Li Yang, Yixin Xie, Shuteng Niu
2024 B conf
KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion.
IEEE Big Data
Donghyun Jeon, Wenbo Sun, Houbing Herbert Song, Dongfang Liu, Alvaro Velasquez, Chloe Yixin Xie, Shuteng Niu
2024 B conf
Predicting Protein-Protein Binding Affinity with Deep Learning: A Comparative Analysis of CNN and Transformer Models.
ICTAI
Lingtao Chen, Kazi Fahim Ahmad Nasif, Bobin Deng, Shuteng Niu, Chloe Yixin Xie
2023 J jnl
Exploring Adversarial Attacks on Neural Networks: An Explainable Approach.
CoRR
Justus Renkhoff, Wenkai Tan, Alvaro Velasquez, William Yichen Wang, Yongxin Liu, Jian Wang, Shuteng Niu, Lejla Begic Fazlic, Guido Dartmann, Houbing Song
2023 — conf
NoiseCAM: Explainable AI for the Boundary Between Noise and Adversarial Attacks.
FUZZ
Wenkai Tan, Justus Renkhoff, Alvaro Velasquez, Ziyu Wang, Lusi Li, Jian Wang, Shuteng Niu, Fan Yang, Yongxin Liu, Houbing Song
2023 J jnl
NoiseCAM: Explainable AI for the Boundary Between Noise and Adversarial Attacks.
CoRR
Wenkai Tan, Justus Renkhoff, Alvaro Velasquez, Ziyu Wang, Lusi Li, Jian Wang, Shuteng Niu, Fan Yang, Yongxin Liu, Houbing Song
2023 — conf
SKGHOI: Spatial-Semantic Knowledge Graph for Human-Object Interaction Detection.
ICDM (Workshops)
Lijing Zhu, Qizhen Lan, Alvaro Velasquez, Houbing Song, Acharya Kamal, Qing Tian, Shuteng Niu
2023 J jnl
SKGHOI: Spatial-Semantic Knowledge Graph for Human-Object Interaction Detection.
CoRR
Lijing Zhu, Qizhen Lan, Alvaro Velasquez, Houbing Song, Acharya Kamal, Qing Tian, Shuteng Niu
2022 J jnl
Cross-Modality Transfer Learning for Image-Text Information Management.
ACM Trans. Manag. Inf. Syst.
Shuteng Niu, Yushan Jiang, Bowen Chen, Jian Wang, Yongxin Liu, Houbing Song
2022 C conf
Exploring Adversarial Attacks on Neural Networks: An Explainable Approach.
IPCCC
Justus Renkhoff, Wenkai Tan, Alvaro Velasquez, William Yichen Wang, Yongxin Liu, Jian Wang, Shuteng Niu, Lejla Begic Fazlic, Guido Dartmann, Houbing Song
2022 J jnl
Machine Learning for the Detection and Identification of Internet of Things Devices: A Survey.
IEEE Internet Things J.
Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song
2022 C conf
Reinforced Contrastive Graph Neural Networks (RCGNN) for Anomaly Detection.
IPCCC
Zenan Sun, Jingyi Su, Donghyun Jeon, Alvaro Velasquez, Houbing Song, Shuteng Niu
2022 J jnl
Spatial-Temporal Graph Data Mining for IoT-Enabled Air Mobility Prediction.
IEEE Internet Things J.
Yushan Jiang, Shuteng Niu, Kai Zhang, Bowen Chen, Chengtao Xu, Dahai Liu, Houbing Song
2022 J jnl
Throughput Optimization in Heterogeneous Swarms of Unmanned Aircraft Systems for Advanced Aerial Mobility.
IEEE Trans. Intell. Transp. Syst.
Jian Wang, Yongxin Liu, Shuteng Niu, Weipeng Jing, Houbing Song
2022 J jnl
Zero-Bias Deep-Learning-Enabled Quickest Abnormal Event Detection in IoT.
IEEE Internet Things J.
Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Lei Wu, Houbing Song
2021 J jnl
Bio-inspired routing for heterogeneous Unmanned Aircraft Systems (UAS) swarm networking.
Comput. Electr. Eng.
Jian Wang, Yongxin Liu, Shuteng Niu, Houbing Song
2021 — conf
Blockchain Enabled Secure Authentication for Unmanned Aircraft Systems.
GLOBECOM (Workshops)
Yongxin Liu, Jian Wang, Yingjie Chen, Shuteng Niu, Zhihan Lv, Lei Wu, Dahai Liu, Houbing Song
2021 J jnl
Blockchain Enabled Secure Authentication for Unmanned Aircraft Systems.
CoRR
Yongxin Liu, Jian Wang, Yingjie Chen, Shuteng Niu, Zhihan Lv, Lei Wu, Dahai Liu, Houbing Song
2021 J jnl
Blockchain enabled verification for cellular-connected unmanned aircraft system networking.
Future Gener. Comput. Syst.
Jian Wang, Yongxin Liu, Shuteng Niu, Houbing Song, Weipeng Jing, Jiawei Yuan
2021 J jnl
Class-Incremental Learning for Wireless Device Identification in IoT.
CoRR
Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song
2021 J jnl
Class-Incremental Learning for Wireless Device Identification in IoT.
IEEE Internet Things J.
Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song
2021 J jnl
Distant Domain Transfer Learning for Medical Imaging.
IEEE J. Biomed. Health Informatics
Shuteng Niu, Meryl Liu, Yongxin Liu, Jian Wang, Houbing Song
2021 J jnl
Lightweight blockchain assisted secure routing of swarm UAS networking.
Comput. Commun.
Jian Wang, Yongxin Liu, Shuteng Niu, Houbing Song
2021 J jnl
Machine Learning for the Detection and Identification of Internet of Things (IoT) Devices: A Survey.
CoRR
Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song
2021 J jnl
Optimal Routing for Beamforming-Constrained Swarm UAS Networking.
IEEE Trans. Netw. Sci. Eng.
Jian Wang, Yongxin Liu, Shuteng Niu, Houbing Song
2021 — conf
Reinforcement Learning Optimized Throughput for 5G Enhanced Swarm UAS Networking.
ICC
Jian Wang, Yongxin Liu, Shuteng Niu, Houbing Song
2021 — conf
Reinforcement Learning based Scheduling for Heterogeneous UAV Networking.
MSN
Jian Wang, Yongxin Liu, Shuteng Niu, Houbing Song
2021 J jnl
Zero-Bias Deep Learning for Accurate Identification of Internet-of-Things (IoT) Devices.
IEEE Internet Things J.
Yongxin Liu, Jian Wang, Jianqiang Li, Houbing Song, Thomas Yang, Shuteng Niu, Zhong Ming
2021 J jnl
Zero-bias Deep Learning Enabled Quick and Reliable Abnormality Detection in IoT.
CoRR
Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song
2021 C conf
Zero-bias Deep Neural Network for Quickest RF Signal Surveillance.
IPCCC
Yongxin Liu, Yingjie Chen, Jian Wang, Shuteng Niu, Dahai Liu, Houbing Song
2021 J jnl
Zero-bias Deep Neural Network for Quickest RF Signal Surveillance.
CoRR
Yongxin Liu, Yingjie Chen, Jian Wang, Shuteng Niu, Dahai Liu, Houbing Song
2020 J jnl
A Decade Survey of Transfer Learning (2010-2020).
IEEE Trans. Artif. Intell.
Shuteng Niu, Yongxin Liu, Jian Wang, Houbing Song
2020 — conf
Deep Learning Enabled Reliable Identity Verification and Spoofing Detection.
WASA (1)
Yongxin Liu, Jian Wang, Shuteng Niu, Houbing Song
2020 J jnl
Distant Domain Transfer Learning for Medical Imaging.
CoRR
Shuteng Niu, Meryl Liu, Yongxin Liu, Jian Wang, Houbing Song
2020 — conf
Feature-based Distant Domain Transfer Learning.
IEEE BigData
Shuteng Niu, Yihao Hu, Jian Wang, Yongxin Liu, Houbing Song
2020 — conf
Transfer Learning based Data-Efficient Machine Learning Enabled Classification.
DASC/PiCom/CBDCom/CyberSciTech
Shuteng Niu, Jian Wang, Yongxin Liu, Houbing Song
2020 J jnl
Zero-Bias Deep Learning for Accurate Identification of Internet of Things (IoT) Devices.
CoRR
Yongxin Liu, Jian Wang, Jianqiang Li, Houbing Song, Thomas Yang, Shuteng Niu, Zhong Ming
2019 — conf
Integration of Software Defined Radios and Software Defined Networking Towards Reinforcement Learning Enabled Unmanned Aerial Vehicle Networks.
ICII
Jian Wang, Yongxin Liu, Shuteng Niu, Houbing Song