Publications | Lu Zhang

Yongkai Wu, Lu Zhang and Xintao Wu. On discrimination discovery and removal in ranked data using causal graph. Submitted to ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD’18), 2018.
Lu Zhang, Yongkai Wu and Xintao Wu. Achieving non-discrimination in prediction. In International Joint Conference on Artificial Intelligence (IJCAI’18), 2018.
Lu Zhang, Qiuping Pan and Xintao Wu. Modeling SNP and quantitative trait association from GWAS catalog using CLG Bayesian network. In IEEE International Conference on Bioinformatics and Biomedicine (BIBM’17), 2017.
Qiuping Pan, Lu Zhang and Xintao Wu. STIP: An SNP-Trait inference platform. In IEEE International Conference on Bioinformatics and Biomedicine (BIBM’17), Industry Session, 2017.
Lu Zhang, Yongkai Wu and Xintao Wu. Achieving non-discrimination in data release. In ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD’17), pp.1335-1344, 2017.
Lu Zhang, Yongkai Wu and Xintao Wu. A causal framework for discovering and removing direct and indirect discrimination. In International Joint Conference on Artificial Intelligence (IJCAI’17), pp.3929-3935, 2017.
Lu Zhang, Qiuping Pan Xintao Wu, and Xinghua Shi. Building Bayesian networks from GWAS statistics based on independence of causal influence. In IEEE International Conference on Bioinformatics and Biomedicine (BIBM’16), pp.529-532, 2016.
Lu Zhang, Yongkai Wu and Xintao Wu. Situation testing-based discrimination discovery: A causal inference approach. In International Joint Conference on Artificial Intelligence (IJCAI’16), pp.2718-2724, 2016.
Lu Zhang, Yongkai Wu and Xintao Wu. On discrimination discovery using causal networks. In International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation (SBP-BRiMS’16), pp.83-93, 2016.
Lu Zhang, Xueyan Tang and Bingsheng He. Brief announcement: On minimum interaction time for continuous distributed interactive computing. In ACM symposium on Principles of distributed computing (PODC’13), pp.122-124, 2013.
Lu Zhang and Xueyan Tang. The Client assignment problem for continuous distributed interactive applications. In International Conference on Distributed Computing Systems (ICDCS’11), pp.203-214, 2011.
Lu Zhang and Xueyan Tang. Client assignment for improving interactivity in distributed interactive applications. In IEEE International Conference on Computer Communications (INFOCOM’11), pp.3227-3235, 2011.
Lu Zhang, Qiuping Pan, Yue Wang, Xintao Wu and Xinghua Shi. Bayesian network construction and genotype-phenotype inference using GWAS statistics. Accepted in IEEE/ACM Transactions on Computational Biology and Bioinformatics (early access), 2017.
Lu Zhang and Xintao Wu. Anti-discrimination learning: A causal modeling-based framework. International Journal of Data Science and Analytics, vol.4, no.1, pp.1-16, Aug. 2017.
Lu Zhang, Xueyan Tang and Bingsheng He. Analysis of minimum interaction time for continuous distributed interactive computing. IEEE Transactions on Parallel and Distributed Systems, vol.28, no.2, pp.401-415, Feb. 2017.
Lu Zhang and Xueyan Tang. The client assignment problem for continuous distributed interactive applications: Analysis, algorithms, and evaluation. IEEE Transactions on Parallel and Distributed Systems, vol.25, no.3, pp.785-795, Mar. 2014.
Lu Zhang and Xueyan Tang. Optimizing client assignment for enhancing interactivity in distributed interactive applications. IEEE/ACM Transactions on Networking, vol.20, no.6, pp.1707-1720, Dec. 2012.