Curriculum Vitae
Curriculum Vitae Link
Education
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PhD, University of Texas at Dallas, 2018
Major: Computer Science
Current Scheduled Teaching
CSCE 5380.001 | Data Mining | Fall 2024 |
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CSCE 5934.862 | Directed Study | Fall 2024 |
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CSCE 6940.863 | Individual Research | Fall 2024 |
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Texas Education Code 51.974 (HB 2504) requires each institution of higher education to make available to the public, a syllabus for undergraduate lecture courses offered for credit by the institution.
Previous Scheduled Teaching
CSCE 6940.962 | Individual Research | Spring 2024 |
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CSCE 5215.005 | Machine Learning | Spring 2024 |
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CSCE 6940.863 | Individual Research | Fall 2023 |
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CSCE 5215.002 | Machine Learning | Fall 2023 |
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CSCE 5215.005 | Machine Learning | Spring 2023 |
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CSCE 5900.863 | Special Problems | Spring 2023 |
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CSCE 5215.004 | Machine Learning | Fall 2022 |
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Texas Education Code 51.974 (HB 2504) requires each institution of higher education to make available to the public, a syllabus for undergraduate lecture courses offered for credit by the institution.
Published Intellectual Contributions
- Yuan, J., Wu, W., Varanasi, S. (2018). Approximation and Heuristics for Community Detection. Handbook of Approximation Algorithms and Metaheuristics, Second Edition: Contemporary and Emerging Applications, Volume 2, Chapter 37.
- Yuan, J., Wu, W., Xu, W. (2018). Approximation for Influence Maximization. Handbook of Approximation Algorithms and Metaheuristics, Second Edition: Contemporary and Emerging Applications, Volume 2, Chapter 36.
- Li, C., Yuan, J., Du, D. (2018). Social Influence-Based Optimization Problems. Open Problems in Optimization and Data Analysis, Chapter 2.
- Yuan, J., Tang, S. (2023). Approximating Decision Trees with Priority Hypotheses. The 29th International Computing and Combinatorics Conference, COCOON 2023.
- Tang, S., Yuan, J., Mensah-Boateng, T. (2023). Achieving Long-term Fairness in Submodular Maximization through Randomization. The 19th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, CTW 2023.
- Yuan, J., Tang, S. (2023). Worst-Case Adaptive Submodular Cover. The 22nd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023.
- Tang, S., Yuan, J. (2022). Optimal Sampling Gaps for Adaptive Submodular Maximization. The 36th AAAI Conference on Artificial Intelligence, AAAI 2022.
- Tang, S., Yuan, J. (2022). Streaming Adaptive Submodular Maximization. The 16th International Conference on Algorithmic Aspects in Information and Management.
- Tang, S., Yuan, J. (2021). Adaptive Cascade Submodular Maximization. The 20th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2021.
- Tang, S., Yuan, J. (2020). Adaptive Robust Submodular Optimization and Beyond. The 14th International Conference on Algorithmic Aspects in Information and Management, AAIM 2020.
- Tang, S., Yuan, J., Mookerjee, V. (2020). Optimizing Ad Allocation in Mobile Advertising. The 21st ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, ACM Mobihoc 2020.
- Yuan, J., Wu, W., Li, Y., Du, D. (2017). Active Friending in Online Social Networks. The 4th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, IEEE/ACM BDCAT 2017.
- Yuan, J., Tang, S. (2017). Adaptive Discount Allocation in Social Networks. The 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing, ACM Mobihoc 2017.
- Tang, S., Zhou, Y., Han, K., Zhang, Z., Yuan, J., Wu, W. (2017). Networked Stochastic Multi-armed Bandits with Combinatorial Strategies. The 37th IEEE International Conference on Distributed Computing Systems, IEEE ICDCS 2017.
- Yuan, J., Tang, S. (2017). No Time to Observe: Adaptive Influence Maximization with Partial Feedback. The 26th International Joint Conference on Artificial Intelligence, IJCAI 2017.
- Tang, S., Yuan, J. (2016). Optimizing Ad Allocation in Social Advertising. The 25th ACM International Conference on Information and Knowledge Management, ACM CIKM 2016.
- Tang, S., Yuan, J. (2023). Group Equality in Adaptive Submodular Maximization. INFORMS Journal on Computing. INFORMS.
- Tang, S., Yuan, J. (2023). Partial-Adaptive Submodular Maximization. Lecture Notes in Computer Science. 13889 Springer.
- Yuan, J., Tang, S. (2023). Group fairness in non-monotone submodular maximization. Journal of Combinatorial Optimization. 45 (3) 88. Springer.
- Tang, S., Yuan, J. (2023). Streaming Adaptive Submodular Maximization. Theoretical Computer Science. 944 113644. Elsevier.
- Tang, S., Yuan, J. (2022). Assortment Optimization with Repeated Exposures and Product-dependent Patience Cost. Operations Research Letters. 50 (1) 8-15.
- Tang, S., Yuan, J. (2022). Partial-monotone adaptive submodular maximization. Journal of Combinatorial Optimization. 45 (1) 35. Springer.
- Yang, W., Ma, J., Li, Y., Yan, R., Yuan, J., Wu, W., Li, D. (2019). Marginal Gains to Maximize Content Spread in Social Networks. 6 (3) 479-490. IEEE Transactions on Computational Social Systems.
- Yang, W., Yuan, J., Wu, W., Ma, J., Du, D. (2019). Maximizing Activity Profit in Social Networks. 6 (1) 117-126. IEEE Transactions on Computational Social Systems.
- Zhang, Z., Wu, W., Yuan, J., Du, D. (2018). Breach-free Sleep-Wakeup Scheduling for Barrier Coverage with Heterogeneous Wireless Sensors. 26 (5) 2404-2413. IEEE/ACM Transactions on Networking.
- Zhu, J., Zhu, J., Ghosh, S., Wu, W., Yuan, J. (2018). Social Influence Maximization in Hypergraph in Social Networks. 6 (4) 801-811. IEEE Transactions on Network Science and Engineering.
- Tu, J., Wu, L., Yuan, J., Cui, L. (2017). On the Vertex Cover P3 Problem Parameterized by Treewidth. 34 (2) 414-425. Journal of Combinatorial Optimization.
- Yuan, J., He, L., Dragut, E., Meng, W., Yu, C. (2017). Result Merging for Structured Queries on the Deep Web with Active Relevance Weight Estimation. 64 93-103. Information Systems.
Contracts, Grants and Sponsored Research
- Yuan, J. (Principal), Wang, J. (Co-Principal), "Fundamental Trade-offs and Algorithms in Fairness-aware Adaptive Learning Systems," sponsored by CAHSI-Google, National, $80000 Funded. (2023 - 2024).
- Yuan, J. (Principal), "Conference Travel Support Award," sponsored by UNT, University of North Texas, $1000 Funded. (2024 - 2024).