The Cornell Jaguar System: Adding Mobility to PREDATOR. - Philippe Bonnet; Kyle Buza; Zhiyuan Chen 003; Victor Cheng; Randolph Chung; Takako M. Hickey; Ryan Kennedy; Daniel Mahashin; Tobias Mayr 001; Ivan Oprencak; Praveen Seshadri; Hubert Siu (SIGMOD Conference, 1999)

An Algebraic Compression Framework for Query Results. - Zhiyuan Chen 003; Praveen Seshadri (ICDE, 2000)

Selectivity Estimation for Boolean Queries. - Zhiyuan Chen 003; Flip Korn; Nick Koudas; S. Muthukrishnan 001 (PODS, 2000)

Counting Twig Matches in a Tree. - Zhiyuan Chen 003; H. V. Jagadish; Flip Korn; Nick Koudas; S. Muthukrishnan 001; Raymond T. Ng; Divesh Srivastava (ICDE, 2001)

Query Optimization In Compressed Database Systems. - Zhiyuan Chen 003; Johannes Gehrke; Flip Korn (SIGMOD Conference, 2001)

Building Compressed Database Systems. - Zhiyuan Chen 003 (2002)

Generalized substring selectivity estimation. - Zhiyuan Chen 003; Flip Korn; Nick Koudas; S. Muthukrishnan 001 (J. Comput. Syst. Sci., 2003)

Storing XML (with XSD) in SQL Databases: Interplay of Logical and Physical Designs. - Surajit Chaudhuri; Zhiyuan Chen 003; Kyuseok Shim; Yuqing Wu (IEEE Trans. Knowl. Data Eng., 2005)

Personalization and visualization on handheld devices. - Dongsong Zhang; George Karabatis; Zhiyuan Chen 003; Boonlit Adipat; Liwei Dai; Zhenxue Zhang; Yu Wang (SAC, 2006)

Navigation Rules for Exploring Large Multidimensional Data Cubes. - Navin Kumar; Aryya Gangopadhyay; George Karabatis; Sanjay Bapna; Zhiyuan Chen 003 (Int. J. Data Warehous. Min., 2006)

A privacy-preserving technique for Euclidean distance-based mining algorithms using Fourier-related transforms. - Shibnath Mukherjee; Zhiyuan Chen 003; Aryya Gangopadhyay (VLDB J., 2006)

Addressing diverse user preferences in SQL-query-result navigation. - Zhiyuan Chen 003; Tao Li 001 (SIGMOD Conference, 2007)

Index structures for matching XML twigs using relational query processors. - Zhiyuan Chen 003; Johannes Gehrke; Flip Korn; Nick Koudas; Jayavel Shanmugasundaram; Divesh Srivastava (Data Knowl. Eng., 2007)

Semantic integration of government data for water quality management. - Zhiyuan Chen 003; Aryya Gangopadhyay; Stephen H. Holden; George Karabatis; Michael P. McGuire (Gov. Inf. Q., 2007)

Semantic Integration and Knowledge Discovery for Environmental Research. - Zhiyuan Chen 003; Aryya Gangopadhyay; George Karabatis; Michael P. McGuire; Claire Welty (J. Database Manag., 2007)

A privacy preserving technique for distance-based classification with worst case privacy guarantees. - Shibnath Mukherjee; Madhushri Banerjee; Zhiyuan Chen 003; Aryya Gangopadhyay (Data Knowl. Eng., 2008)

Measuring interestingness of discovered skewed patterns in data cubes. - Navin Kumar; Aryya Gangopadhyay; Sanjay Bapna; George Karabatis; Zhiyuan Chen 003 (Decis. Support Syst., 2008)

A fuzzy programming approach for data reduction and privacy in distance-based mining. - Shibnath Mukherjee; Zhiyuan Chen 003; Aryya Gangopadhyay (Int. J. Inf. Comput. Secur., 2008)

A Privacy Protection Model for Patient Data with Multiple Sensitive Attributes. - Tamas S. Gal; Zhiyuan Chen 003; Aryya Gangopadhyay (Int. J. Inf. Secur. Priv., 2008)

Dynamic active probing of helpdesk databases. - Shenghuo Zhu; Tao Li 001; Zhiyuan Chen 003; Dingding Wang 001; Yihong Gong (Proc. VLDB Endow., 2008)

A tree-based approach to preserve the privacy of software engineering data and predictive models. - Yu Fu; Akif Günes Koru; Zhiyuan Chen 003; Khaled El Emam (PROMISE, 2009)

Searching for relevant software change artifacts using semantic networks. - Mikael Lindvall; Raimund L. Feldmann; George Karabatis; Zhiyuan Chen 003; Vandana Pursnani Janeja (SAC, 2009)

Addressing Diverse User Preferences: A Framework for Query Results Navigation. - Zhiyuan Chen 003; Tao Li 001 (IEEE Data Eng. Bull., 2009)

Preserving Privacy in Mining Quantitative Associations Rules. - Madhu Ahluwalia; Aryya Gangopadhyay; Zhiyuan Chen 003 (Int. J. Inf. Secur. Priv., 2009)

Using Semantic Networks and Context in Search for Relevant Software Engineering Artifacts. - George Karabatis; Zhiyuan Chen 003; Vandana Pursnani Janeja; Tania Lobo; Monish Advani; Mikael Lindvall; Raimund L. Feldmann (J. Data Semant., 2009)

Privacy preserving linear discriminant analysis from perturbed data. - Somnath Chakrabarti; Zhiyuan Chen 003; Aryya Gangopadhyay; Shibnath Mukherjee (SAC, 2010)

A Partial Optimization Approach for Privacy Preserving Frequent Itemset Mining. - Shibnath Mukherjee; Aryya Gangopadhyay; Zhiyuan Chen 003 (Int. J. Comput. Model. Algorithms Medicine, 2010)

A privacy protection technique for publishing data mining models and research data. - Yu Fu; Zhiyuan Chen 003; Günes Koru; Aryya Gangopadhyay (ACM Trans. Manag. Inf. Syst., 2010)

Target-based privacy preserving association rule mining. - Madhu Ahluwalia; Aryya Gangopadhyay; Zhiyuan Chen 003; Yelena Yesha (SAC, 2011)

Discrete wavelet transform-based time series analysis and mining. - Pimwadee Chaovalit; Aryya Gangopadhyay; George Karabatis; Zhiyuan Chen 003 (ACM Comput. Surv., 2011)

Optimizing Privacy-Accuracy Tradeoff for Privacy Preserving Distance-Based Classification. - Dongjin Kim; Zhiyuan Chen 003; Aryya Gangopadhyay (Int. J. Inf. Secur. Priv., 2012)

Co-anomaly Event Detection in Multiple Temperature Series. - Xue Bai; Yun Xiong; Yangyong Zhu; Qi Liu 003; Zhiyuan Chen 003 (KSEM, 2013)

Stock Trend Prediction by Classifying Aggregative Web Topic-Opinion. - Li Xue; Yun Xiong; Yangyong Zhu; Jianfeng Wu; Zhiyuan Chen 003 (PAKDD (2), 2013)

A Learning Approach to SQL Query Results Ranking Using Skyline and Users' Current Navigational Behavior. - Zhiyuan Chen 003; Tao Li 001; Yanan Sun (IEEE Trans. Knowl. Data Eng., 2013)

A generic and distributed privacy preserving classification method with a worst-case privacy guarantee. - Madhushri Banerjee; Zhiyuan Chen 003; Aryya Gangopadhyay (Distributed Parallel Databases, 2014)

A data recipient centered de-identification method to retain statistical attributes. - Tamas S. Gal; Thomas C. Tucker; Aryya Gangopadhyay; Zhiyuan Chen 003 (J. Biomed. Informatics, 2014)

Dynamic Query Forms for Database Queries. - Liang Tang; Tao Li 001; Yexi Jiang; Zhiyuan Chen 003 (IEEE Trans. Knowl. Data Eng., 2014)

Analyzing and retrieving illicit drug-related posts from social media. - Tao Ding; Arpita Roy; Zhiyuan Chen 003; Qian Zhu 003; Shimei Pan (BIBM, 2016)

Using Transfer Learning to Identify Privacy Leaks in Tweets. - Saul Ricardo Medrano Castillo; Zhiyuan Chen 003 (CIC, 2016)

Network Trace Anonymization Using a Prefix-Preserving Condensation-Based Technique (Short paper). - Ahmed Aleroud; Zhiyuan Chen 003; George Karabatis (OTM Conferences, 2016)

Using Crowd Sourcing to Analyze Consumers' Response to Privacy Policies of Online Social Network and Financial Institutions at Micro Level. - Shaikha Alduaij; Zhiyuan Chen 003; Aryya Gangopadhyay (Int. J. Inf. Secur. Priv., 2016)

A comparison of big data application programming approaches: A travel companion case study. - Pei Guo; Jianwu Wang 001; Zhiyuan Chen 003 (IEEE BigData, 2017)

Target-Based, Privacy Preserving, and Incremental Association Rule Mining. - Madhu Ahluwalia; Aryya Gangopadhyay; Zhiyuan Chen 003; Yelena Yesha (IEEE Trans. Serv. Comput., 2017)

Analyzing attack strategies against rule-based intrusion detection systems. - Pooja Parameshwarappa; Zhiyuan Chen 003; Aryya Gangopadhyay (ICDCN Workshops, 2018)

Using Randomness to Improve Robustness of Machine-Learning Models Against Evasion Attacks. - Fan Yang 124; Zhiyuan Chen 003 (CoRR, 2018)

Situation-Aware Access Control in Federated Data-as-a-Service for Maritime Search and Rescue. - Samson Oni; Zhiyuan Chen 003; Adina Crainiceanu; Karuna P. Joshi; Don Needham (SCC, 2019)

Cluster-Based Join for Geographically Distributed Big RDF Data. - Fan Yang 124; Adina Crainiceanu; Zhiyuan Chen 003; Don Needham (BigData Congress, 2019)

Extending Signature-based Intrusion Detection Systems WithBayesian Abductive Reasoning. - Ashwinkumar Ganesan; Pooja Parameshwarappa; Akshay Peshave; Zhiyuan Chen 003; Tim Oates 001 (CoRR, 2019)

A Multi-level Clustering Approach for Anonymizing Large-Scale Physical Activity Data. - Pooja Parameshwarappa; Zhiyuan Chen 003; Günes Koru (CoRR, 2019)

A Comparative Study of Data Cleaning Tools. - Samson Oni; Zhiyuan Chen 003; Susan Hoban; Onimi Jademi (Int. J. Data Warehous. Min., 2019)

A Framework for Situation-Aware Access Control in Federated Data-as-a-Service Systems Based on Query Rewriting. - Samson Oni; Zhiyuan Chen 003; Adina Crainiceanu; Karuna P. Joshi; Don Needham (SCC, 2020)

RDFINT: A Benchmark for Comparing Data Warehouse with Virtual Integration Approaches for Integration of RDF Data. - Samson Oni; Kajal Pansare; Sukrit Singh Arneja; Zhiyuan Chen 003; Adina Crainiceanu; Don Needham (IEEE BigData, 2020)

Flexible and Adaptive Fairness-aware Learning in Non-stationary Data Streams. - Wenbin Zhang 002; Mingli Zhang; Ji Zhang 001; Zhen Liu 017; Zhiyuan Chen 003; Jianwu Wang 001; Edward Raff; Enza Messina (ICTAI, 2020)

An Effective and Computationally Efficient Approach for Anonymizing Large-Scale Physical Activity Data: Multi-Level Clustering-Based Anonymization. - Pooja Parameshwarappa; Zhiyuan Chen 003; Akif Günes Koru (Int. J. Inf. Secur. Priv., 2020)

A Semantic Framework for Secure and Efficient Contact Tracing of Infectious Diseases. - Payton Schubel; Zhiyuan Chen 003; Adina Crainiceanu; Karuna P. Joshi; Don Needham (BIBM, 2021)

Efficient and Privacy-Preserving Collaborative Intrusion Detection Using Additive Secret Sharing and Differential Privacy. - Laylon Mokry; Paul Slife; Patrick Bishop; Jose Quiroz; Cooper Guzzi; Zhiyuan Chen 003; Adina Crainiceanu; Don Needham (IEEE BigData, 2021)

Anonymization of Network Traces Data through Condensation-based Differential Privacy. - Ahmed Aleroud; Fan Yang 124; Sai C. Pallaprolu; Zhiyuan Chen 003; George Karabatis (DTRAP, 2021)

Anonymization of Daily Activity Data by Using ℓ-diversity Privacy Model. - Pooja Parameshwarappa; Zhiyuan Chen 003; Günes Koru (ACM Trans. Manag. Inf. Syst., 2021)

MATS: A Multi-aspect and Adaptive Trust-based Situation-aware Access Control Framework for Federated Data-as-a-Service Systems. - Dae-young Kim; Nujood Alodadi; Zhiyuan Chen 003; Karuna P. Joshi; Adina Crainiceanu; Don Needham (SCC, 2022)

Using Randomness to Improve Robustness of Tree-Based Models Against Evasion Attacks. - Fan Yang 124; Zhiyuan Chen 003; Aryya Gangopadhyay (IEEE Trans. Knowl. Data Eng., 2022)

A Self-adaptive and Secure Approach to Share Network Trace Data. - Antonios Xenakis; Sabrina Mamtaz Nourin; Zhiyuan Chen 003; George Karabatis; Ahmed Aleroud; Jhancy Amarsingh (DTRAP, 2023)

Cluster-Based Joins for Federated SPARQL Queries. - Fan Yang 124; Adina Crainiceanu; Zhiyuan Chen 003; Don Needham (IEEE Trans. Knowl. Data Eng., 2023)

A Beam-Search Based Method to Select Classification and Imputation Methods for Fair and Accurate Data Analysis. - Dodavah Mowoh; Zhiyuan Chen 003 (IEEE Big Data, 2024)

A LSTM with Dual-stage Attention Method to Predict Amine Emissions for Carbon Dioxide Capture and Storage. - Sai Rajesh Rapelli; Zhiyuan Chen 003; Wei Lu (IEEE Big Data, 2024)

Anomaly Detection of Particle Orbit in Accelerator using LSTM Deep Learning Technology. - Zhiyuan Chen 003; Wei Lu; Radhika Bhong; Yimin Hu; Brian Freeman; Adam Carpenter (CoRR, 2024)

A cluster-based approach for distributed anonymisation of vertically partitioned data. - Antonios Xenakis; Zhiyuan Chen 003; George Karabatis (Int. J. Web Eng. Technol., 2024)