Energy-efficient route planning for autonomous aerial vehicles based on graph signal recovery. - Tianxi Ji; Siheng Chen; Rohan Varma; Jelena Kovacevic (Allerton, 2015)

Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach. - Yifan Guo 001; Weixian Liao; Qianlong Wang; Lixing Yu; Tianxi Ji; Pan Li 001 (ACML, 2018)

Cost-Sensitive Deep Active Learning for Epileptic Seizure Detection. - Xuhui Chen; Jinlong Ji; Tianxi Ji; Pan Li 001 (BCB, 2018)

Differentially Private Community Detection in Attributed Social Networks. - Tianxi Ji; Changqing Luo; Yifan Guo 001; Jinlong Ji; Weixian Liao; Pan Li 001 (ACML, 2019)

Quantized Adversarial Training: An Iterative Quantized Local Search Approach. - Yifan Guo 001; Tianxi Ji; Qianlong Wang; Lixing Yu; Pan Li 001 (ICDM, 2019)

Preserving Genomic Privacy via Selective Sharing. - Emre Yilmaz 002; Erman Ayday; Tianxi Ji; Pan Li 001 (WPES@CCS, 2020)

TrafficChain: A Blockchain-Based Secure and Privacy-Preserving Traffic Map. - Qianlong Wang; Tianxi Ji; Yifan Guo 001; Lixing Yu; Xuhui Chen; Pan Li 001 (IEEE Access, 2020)

AI at the Edge: Blockchain-Empowered Secure Multiparty Learning With Heterogeneous Models. - Qianlong Wang; Yifan Guo 001; Xufei Wang; Tianxi Ji; Lixing Yu; Pan Li 001 (IEEE Internet Things J., 2020)

Community Detection in Online Social Networks: A Differentially Private and Parsimonious Approach. - Tianxi Ji; Changqing Luo; Yifan Guo 001; Qianlong Wang; Lixing Yu; Pan Li 001 (IEEE Trans. Comput. Soc. Syst., 2020)

Unsupervised Anomaly Detection in IoT Systems for Smart Cities. - Yifan Guo 001; Tianxi Ji; Qianlong Wang; Lixing Yu; Geyong Min; Pan Li 001 (IEEE Trans. Netw. Sci. Eng., 2020)

Resisting Distributed Backdoor Attacks in Federated Learning: A Dynamic Norm Clipping Approach. - Yifan Guo 001; Qianlong Wang; Tianxi Ji; Xufei Wang; Pan Li 001 (IEEE BigData, 2021)

Weak Signal Detection in 5G+ Systems: A Distributed Deep Learning Framework. - Yifan Guo 001; Lixing Yu; Qianlong Wang; Tianxi Ji; Yuguang Fang; Jin Wei-Kocsis; Pan Li 001 (MobiHoc, 2021)

The Curse of Correlations for Robust Fingerprinting of Relational Databases. - Tianxi Ji; Emre Yilmaz 002; Erman Ayday; Pan Li 001 (RAID, 2021)

Differentially-Private Fingerprinting of Relational Databases. - Tianxi Ji; Erman Ayday; Emre Yilmaz 002; Pan Li 001 (CoRR, 2021)

Toward Combatting COVID-19: A Risk Assessment System. - Qianlong Wang; Yifan Guo 001; Tianxi Ji; Xufei Wang; Bingfang Hu; Pan Li 001 (IEEE Internet Things J., 2021)

Differentially Private Binary- and Matrix-Valued Data Query: An XOR Mechanism. - Tianxi Ji; Pan Li 001; Emre Yilmaz 002; Erman Ayday; Yanfang Ye 001; Jinyuan Sun (Proc. VLDB Endow., 2021)

ECONOMY: Point Clouds-Based Energy-Efficient Autonomous Navigation for UAVs. - Tianxi Ji; Yifan Guo 001; Qianlong Wang; Xufei Wang; Pan Li 001 (IEEE Trans. Netw. Sci. Eng., 2021)

Genomic Data Sharing under Dependent Local Differential Privacy. - Emre Yilmaz 002; Tianxi Ji; Erman Ayday; Pan Li 001 (CODASPY, 2022)

Robust fingerprinting of genomic databases. - Tianxi Ji; Erman Ayday; Emre Yilmaz 002; Pan Li 001 (Bioinform., 2022)

Energy-Efficient Computation Offloading in MobileEdge Computing Systems with Uncertainties. - Tianxi Ji; Changqing Luo; Lixing Yu; Qianlong Wang; Siheng Chen; Arun Thapa; Pan Li 001 (CoRR, 2022)

DP-PSI: Private and Secure Set Intersection. - Jian Du; Tianxi Ji; Jamie Cui; Lei Zhang; Yufei Lu; Pu Duan (CoRR, 2022)

Differentially Private Genomic Data Release For GWAS Reproducibility. - Yuzhou Jiang; Tianxi Ji; Erman Ayday (CoRR, 2022)

Energy-Efficient Computation Offloading in Mobile Edge Computing Systems With Uncertainties. - Tianxi Ji; Changqing Luo; Lixing Yu; Qianlong Wang; Siheng Chen; Arun Thapa; Pan Li 001 (IEEE Trans. Wirel. Commun., 2022)

Continuous Authentication Using Human-Induced Electric Potential. - Srinivasan Murali; Wenqiang Jin; Vighnesh Sivaraman; Huadi Zhu; Tianxi Ji; Pan Li 001; Ming Li 006 (ACSAC, 2023)

Privacy-Preserving Database Fingerprinting. - Tianxi Ji; Erman Ayday; Emre Yilmaz 002; Ming Li 006; Pan Li 001 (NDSS, 2023)

Towards Robust Fingerprinting of Relational Databases by Mitigating Correlation Attacks. - Tianxi Ji; Erman Ayday; Emre Yilmaz 002; Pan Li 001 (IEEE Trans. Dependable Secur. Comput., 2023)

FedLTF: Linear Probing Teaches Fine-tuning to Mitigate Noisy Labels in Federated Learning. - Shaojie Zhan; Lixing Yu; Hanqi Chen; Tianxi Ji (ACML, 2024)

Less is More: Revisiting the Gaussian Mechanism for Differential Privacy. - Tianxi Ji; Pan Li 001 (USENIX Security Symposium, 2024)

Privacy-Preserving Fingerprinting Against Collusion and Correlation Threats in Genomic Data. - Tianxi Ji; Erman Ayday; Emre Yilmaz 002; Pan Li 001 (Proc. Priv. Enhancing Technol., 2024)

Efficient Federated Learning With Channel Status Awareness and Devices' Personal Touch. - Lixing Yu; Tianxi Ji (IEEE Trans. Mob. Comput., 2024)

Asymptotic Matrix-Variate Bingham Distributions and Privacy-Preserving Principal Component Analysis. - Lu Wei 001; Tianxi Ji (IEEE Trans. Signal Process., 2025)