| 2026 | ACL | Privacy Risks of Intermediate Representations: Attribute Inference in Distributed LLM Inference. | Yang Lyu, Jin Cao, Yang Xiao, Zhe Sun, Ben Niu, Fenghua Li, Hui Li |
| 2025 | GLOBECOM | Non-interactive Triangle Counting with Local Differential Privacy. | Jiayu Li, Pengbiao Wang, Xiaoguang Li, Yuxiang Wang, Jin Cao, Ben Niu |
| 2025 | GLOBECOM | Privacy Assessment of Text-to-Image Models via Enhanced Membership Inference Attack. | Ben Niu, Jiaqi Liu, Likun Zhang, Yiming Jiang, Yuqiao Hou, Jin Cao |
| 2025 | ICCV | UniVerse: Unleashing the Scene Prior of Video Diffusion Models for Robust Radiance Field Reconstruction. | Jin Cao, Hongrui Wu, Ziyong Feng, Hujun Bao, Xiaowei Zhou, Sida Peng |
| 2025 | KDD | Training Data Attribution: Was Your Model Secretly Trained On Data Created By Mine? | Likun Zhang, Hao Wu, Lingcui Zhang, Fengyuan Xu, Jin Cao, Fenghua Li, Ben Niu |
| 2025 | TrustCom | FlexiGrain: A Flexible and Fine-Grained Privacy Control Framework for Dynamic Social Networks. | Ben Niu, Fanyu Gan, Jinyu Peng, Qian Yang, Jin Cao |
| 2024 | GLOBECOM | A Message-based Lightweight Session Key Distribution Scheme for Intra-Vehicle Network. | Jin Cao, Chao Shang, Zejian Li, Yurong Luo, Kwok-Yan Lam, Chi-Hung Chi, Hui Li |
| 2024 | HPCC | Easy-Sharing: A Personalized Privacy Diffusion Strategy Generation Method Based on Risk-Return Trade-Off. | Ben Niu, Qifan Yang, Likun Zhang, Jin Cao, Qian Yang |
| 2024 | ICASSP | Interpreting Memorization in Deep Learning from Data Distribution. | Likun Zhang, Jingwei Sun, Shoukun Guo, Fenghua Li, Jin Cao, Ben Niu |
| 2024 | TrustCom | Signcryption based on Elliptic Curve CL-PKC for Low Earth Orbit Satellite Security Networking. | Meiling Chen, Yuanyuan Yang, Sixu Guo, Jin Cao, Haitao Du, Li Su |
| 2023 | ACL | Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding. | Jonathan J. Hser, Judith Gaspers, Thomas Gueudr, Chandana Satya Prakash, Jin Cao, Daniil Sorokin, Quynh Do, Nicolas Anastassacos, Tobias Falke, Turan Gojayev |
| 2023 | GLOBECOM | A Sensitivity-aware and Block-wise Pruning Method for Privacy-preserving Federated Learning. | Ben Niu, Xindi Wang, Likun Zhang, Shoukun Guo, Jin Cao, Fenghua Li |
| 2023 | ISPEC | Privacy-Preserving Authentication Scheme for 5G Cloud-Fog Hybrid with Soft Biometrics. | Jiahui Wang, Yulong Fu, Mengru Liu, Jin Cao, Hui Li, Zheng Yan |
| 2023 | RecSys | Identifying Controversial Pairs in Item-to-Item Recommendations. | Junyi Shen, Dayvid V. R. Oliveira, Jin Cao, Brian Knott, Goodman Gu, Sindhu Vijaya Raghavan, Yunye Jin, Nikita Sudan, Rob Monarch |
| 2023 | WACV | Interpreting Disparate Privacy-Utility Tradeoff in Adversarial Learning via Attribute Correlation. | Likun Zhang, Yahong Chen, Ang Li, Binghui Wang, Yiran Chen, Fenghua Li, Jin Cao, Ben Niu |
| 2022 | KDD | Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. | Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudr, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Lizhen Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gkhan Tr, Prem Natarajan |
| 2022 | NAACL | Attention Fusion: a light yet efficient late fusion mechanism for task adaptation in NLU. | Jin Cao, Chandana Satya Prakash, Wael Hamza |
| 2022 | NAACL | Instilling Type Knowledge in Language Models via Multi-Task QA. | Shuyang Li, Mukund Sridhar, Chandana Satya Prakash, Jin Cao, Wael Hamza, Julian J. McAuley |
| 2022 | TrustCom | A Terminal Security Authentication Protocol for Zero-Trust Satellite IoT. | Minqiu Tian, Zifu Li, Fenghua Li, Jin Cao, Chao Guo |
| 2022 | UIC | SmartCircles: A Benefit-Evaluation-Based Privacy Policy Recommender for Customized Photo Sharing. | Haiyang Luo, Zhe Sun, Yunqing Sun, Ang Li, Binghui Wang, Jin Cao, Ben Niu |
| 2022 | WSDM | DAME: Domain Adaptation for Matching Entities. | Mohamed Trabelsi, Jeff Heflin, Jin Cao |
| 2021 | AAAI | A Nested Named Entity Recognition Model Based on Multi-agent Communication Mechanism (Student Abstract). | Canguang Li, Guohua Wang, Jin Cao, Yi Cai |
| 2021 | EACL | Zero-shot Generalization in Dialog State Tracking through Generative Question Answering. | Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-Wen Li, Wael Hamza, Julian J. McAuley |
| 2021 | IJCNN | SeLaB: Semantic Labeling with BERT. | Mohamed Trabelsi, Jin Cao, Jeff Heflin |
| 2021 | INFOCOM | AdaPDP: Adaptive Personalized Differential Privacy. | Ben Niu, Yahong Chen, Boyang Wang, Zhibo Wang, Fenghua Li, Jin Cao |
| 2020 | DASFAA | Incorporating Boundary and Category Feature for Nested Named Entity Recognition. | Jin Cao, Guohua Wang, Canguang Li, Haopeng Ren, Yi Cai, Raymond Chi-Wing Wong, Qing Li |
| 2020 | GLOBECOM | A Framework to Preserve User Privacy for Machine Learning as a Service. | Ben Niu, Likun Zhang, Yahong Chen, Ang Li, Wei Du, Jin Cao, Fenghua Li |
| 2020 | Interspeech | Style Attuned Pre-Training and Parameter Efficient Fine-Tuning for Spoken Language Understanding. | Jin Cao, Jun Wang, Wael Hamza, Kelly Vanee, Shang-Wen Li |
| 2020 | WCNC | A Secure Authentication Scheme for Remote Diagnosis and Maintenance in Internet of Vehicles. | Ruhui Ma, Jin Cao, Dengguo Feng, Hui Li, Ben Niu, Fenghua Li, Lihua Yin |
| 2020 | WCNC | Utility-aware Exponential Mechanism for Personalized Differential Privacy. | Ben Niu, Yahong Chen, Boyang Wang, Jin Cao, Fenghua Li |
| 2019 | INFOCOM | Statistical Enrichment Models for Activity Inference from Imprecise Location Data. | Ran He, Jin Cao, Lisa Zhang, Denny Lee |
| 2019 | WCNC | Quantum-Resistance Authentication and Data Transmission Scheme for NB-IoT in 3GPP 5G Networks. | Pu Yu, Jin Cao, Maode Ma, Hui Li, Ben Niu, Fenghua Li |
| 2019 | UIC | A Study and Enhancement to the Security of MANET AODV Protocol Against Black Hole Attacks. | Yulong Fu, Guoquan Li, Mohammed Atiquzzaman, Zheng Yan, Jin Cao, Hui Li |
| 2018 | GLOBECOM | Achieving Personalized k-Anonymity against Long-Term Observation in Location-Based Services. | Fenghua Li, Yahong Chen, Ben Niu, Yuanyuan He, Kui Geng, Jin Cao |
| 2018 | INFOCOM | A unified clustering approach for identifying functional zones in suburban and urban areas. | Jingyuan Yang, Jin Cao, Ran He, Lisa Zhang |
| 2017 | INFOCOM | Extracting mobile user behavioral similarity via cell-level location trace. | Jin Cao, Sining Chen, W. Sean Kennedy, Nicolas Kim, Lisa Zhang |
| 2017 | INFOCOM | Statistical network behavior based threat detection. | Jin Cao, Lawrence M. Drabeck, Ran He |
| 2016 | INFOCOM | Online activities categorization of mobile users. | Jin Cao, Hao Zhong, Buvaneswari Ramanan, Peter Schott |
| 2016 | INFOCOM | Computing road signatures from cell sequences with minimum inconsistencies. | Lisa Zhang, Matthew Andrews, Jin Cao |
| 2013 | INFOCOM | Enterprise social network analysis and modeling: A tale of two graphs. | Jin Cao, Hongyu Gao, Li Erran Li, Brian D. Friedman |
| 2012 | APSCC | A Mixed Multi-tenancy Data Model and Its Migration Approach for the SaaS Application. | Li Jiang, Jin Cao, Peifeng Li, Qiaoming Zhu |
| 2012 | GLOBECOM | A group-based authentication and key agreement for MTC in LTE networks. | Jin Cao, Maode Ma, Hui Li |
| 2012 | GLOBECOM | Unified handover authentication between heterogeneous access systems in LTE networks. | Jin Cao, Maode Ma, Hui Li |
| 2012 | GLOBECOM | A lightweight roaming authentication protocol for anonymous wireless communication. | Xiaowei Li, Yuqing Zhang, Xuefeng Liu, Jin Cao, Qianqian Zhao |
| 2011 | DSN | Modeling time correlation in passive network loss tomography. | Jin Cao, Aiyou Chen, Patrick P. C. Lee |
| 2010 | ICNP | Identifying suspicious activities through DNS failure graph analysis. | Nan Jiang, Jin Cao, Yu Jin, Li Erran Li, Zhi-Li Zhang |
| 2010 | INFOCOM | Tracking Quantiles of Network Data Streams with Dynamic Operations. | Jin Cao, Li Erran Li, Aiyou Chen, Tian Bu |
| 2010 | INFOCOM | Tracking Long Duration Flows in Network Traffic. | Aiyou Chen, Yu Jin, Jin Cao |
| 2009 | ICDE | Distinct Counting with a Self-Learning Bitmap. | Aiyou Chen, Jin Cao |
| 2009 | INFOCOM | Monitoring Time-Varying Network Streams Using State-Space Models. | Jin Cao, Aiyou Chen, Tian Bu, Arumugam Buvaneswari |
| 2009 | INFOCOM | Tracking Cardinality Distributions in Network Traffic. | Aiyou Chen, Li Erran Li, Jin Cao |
| 2008 | GLOBECOM | Online Identification of Applications Using Statistical Behavior Analysis. | Jin Cao, Aiyou Chen, Indra Widjaja, Nengfeng Zhou |
| 2008 | INFOCOM | A Quasi-Likelihood Approach for Accurate Traffic Matrix Estimation in a High Speed Network. | Jin Cao, Aiyou Chen, Tian Bu |
| 2008 | MDM | Mobile User Profile Acquisition through Network Observables and Explicit User Queries. | Nilton Bila, Jin Cao, Robert Dinoff, Tin Kam Ho, Richard Hull, Bharat Kumar, Paulo Santos |
| 2008 | SIGMETRICS | Estimating cardinality distributions in network traffic: extended abstract. | Aiyou Chen, Li Li, Jin Cao |
| 2007 | INFOCOM | A Fast and Compact Method for Unveiling Significant Patterns in High Speed Networks. | Tian Bu, Jin Cao, Aiyou Chen, Patrick P. C. Lee |
| 2007 | INFOCOM | Network Tomography: Identifiability and Fourier Domain Estimation. | Aiyou Chen, Jin Cao, Tian Bu |
| 2007 | VLDB | A Simple and Efficient Estimation Method for Stream Expression Cardinalities. | Aiyou Chen, Jin Cao, Tian Bu |
| 2006 | ICDCN | Dynamic Path Shared Protection for Survivable Differentiated Reliable WDM Optical Networks. | Lei Guo, Lemin Li, Jin Cao, Hongfang Yu, Xuetao Wei |
| 2006 | INFOCOM | Measuring Human Satisfaction in Data Networks. | Matthew Andrews, Jin Cao, Jim McGowan |
| 2004 | INFOCOM | Stochastic Models for Generating Synthetic HTTP Source Traffic. | Jin Cao, William S. Cleveland, Yuan Gao, Kevin Jeffay, F. Donelson Smith, Michele C. Weigle |
| 2002 | INFOCOM | A Poisson Limit for Buffer Overflow Probabilities. | Kavita Ramanan, Jin Cao |
| 2001 | SIGMETRICS | On the nonstationarity of Internet traffic. | Jin Cao, William S. Cleveland, Dong Lin, Don X. Sun |