Pan Xu
Pan Xu
Assistant Professor, Computer Science
4310 Guttenberg Information Technologies Center (GITC)
Education
Ph.D.; University of Maryland-College Park; Computer Science; 2019
Ph.D.; Iowa State University; Operations Research; 2012
M.S.; ; ; 2009
B.S.; Xidian University; Mathematics; 2007
Ph.D.; Iowa State University; Operations Research; 2012
M.S.; ; ; 2009
B.S.; Xidian University; Mathematics; 2007
Awards & Honors
2019 Larry S. Davis Doctoral Dissertation Award , University of Maryland, College Park
2025 Spring Courses
CS 725 - INDEPENDENT STUDY I
CS 792 - PRE-DOCTORAL RESEARCH
CS 667 - DESIGN TECH - ALGORITHMS
CS 701B - MASTER'S THESIS
CS 790A - DOCT DISSERTATION & RES
CS 488 - INDEPENDENT STUDY IN CS
CS 726 - INDEPENDENT STUDY II
CS 610 - DATA STRUCTURE & ALG
CS 700B - MASTER'S PROJECT
CS 792 - PRE-DOCTORAL RESEARCH
CS 667 - DESIGN TECH - ALGORITHMS
CS 701B - MASTER'S THESIS
CS 790A - DOCT DISSERTATION & RES
CS 488 - INDEPENDENT STUDY IN CS
CS 726 - INDEPENDENT STUDY II
CS 610 - DATA STRUCTURE & ALG
CS 700B - MASTER'S PROJECT
Teaching Interests
Introduction to Data Science;
Algorithm Design and Analysis
Algorithm Design and Analysis
Past Courses
CS 301: INTRODUCTION TO DATA SCIENCE
CS 610: DATA STRUCTURES AND ALGORITHMS
CS 667: DESIGN TECHNIQUES FOR ALGORITHMS
CS 786: SEL TOP IN COM INF SCI II
CS 610: DATA STRUCTURES AND ALGORITHMS
CS 667: DESIGN TECHNIQUES FOR ALGORITHMS
CS 786: SEL TOP IN COM INF SCI II
Research Interests
Algorithms, Operations Research, and Artificial Intelligence.
Conference Proceeding
“Equity promotion in public transportation ”
Proceedings of the AAAI Conference on Artificial Intelligence, 2023,
“Group-level Fairness Maximization in Online Bipartite Matching”
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems,
“The Generalized Magician Problem under Unknown Distributions and Related Applications”
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems,
“Equity Promotion in Online Resource Allocation”
Proceedings of the AAAI Conference on Artificial Intelligence, 2022,
“Fairness Maximization among Offline Agents in Online-Matching Markets”
Proceedings of the AAAI Conference on Artificial Intelligence, 2023,
“Group-level Fairness Maximization in Online Bipartite Matching”
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems,
“The Generalized Magician Problem under Unknown Distributions and Related Applications”
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems,
“Equity Promotion in Online Resource Allocation”
Proceedings of the AAAI Conference on Artificial Intelligence, 2022,
“Fairness Maximization among Offline Agents in Online-Matching Markets”
SHOW MORE
“A Unified Model for the Two-stage Offline-then-Online Resource Allocation”
ijcai.org, 2020.
“Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms during High-Demand Hours”
AAAI Press, 2020.
“Trade the System Efficiency for the Income Equality of Drivers in Rideshare”
ijcai.org, 2020.
“Mix and Match: Markov Chains and Mixing Times for Matching in Rideshare”
Springer, 2019.
ijcai.org, 2020.
“Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms during High-Demand Hours”
AAAI Press, 2020.
“Trade the System Efficiency for the Income Equality of Drivers in Rideshare”
ijcai.org, 2020.
“Mix and Match: Markov Chains and Mixing Times for Matching in Rideshare”
Springer, 2019.
COLLAPSE
Journal Article
T.J. DiStefano, K. Vaso, C.J. Panebianco, G. Danias, H.N. Chionuma, K. Kunnath, S.Z. Karoulias, M. Wang, Pan Xu, R.N. Davé, S. Sahoo, J.R. Weiser, J.C. Iatridis. 2022. “Hydrogel-Embedded Poly(Lactic-co-Glycolic Acid) Microspheres for the Delivery of hMSC-Derived Exosomes to Promote Bioactive Annulus Fibrosus Repair.” Cartilage, vol. 13, no. 3.
Sharmila Duppala, Karthik Sankararaman, Pan Xu. “Online minimum matching with uniform metric and random arrivals.” Operations Research Letters.
Brian Brubach, Karthik Abinav Sankararaman, Aravind Srinivasan, Pan Xu. 2020. “Algorithms to Approximate Column-sparse Packing Problems.” ACM Trans. Algorithms, vol. 16, no. 1, pp. 10:1--10:32.
John P. Dickerson, Karthik Abinav Sankararaman, Aravind Srinivasan, Pan Xu. 2020. “Allocation Problems in Ride-Sharing Platforms: Online Matching with Offline Reusable Resources.” ACM.
Brian Brubach, Karthik Abinav Sankararaman, Aravind Srinivasan, Pan Xu. 2020. “Attenuate Locally, Win Globally: Attenuation-Based Frameworks for Online Stochastic Matching with Timeouts.” Algorithmica, vol. 82, no. 1, pp. 64--87.
Brian Brubach, Karthik Abinav Sankararaman, Aravind Srinivasan, Pan Xu. 2020. “Online Stochastic Matching: New Algorithms and Bounds.” Algorithmica.
Sharmila Duppala, Karthik Sankararaman, Pan Xu. “Online minimum matching with uniform metric and random arrivals.” Operations Research Letters.
Brian Brubach, Karthik Abinav Sankararaman, Aravind Srinivasan, Pan Xu. 2020. “Algorithms to Approximate Column-sparse Packing Problems.” ACM Trans. Algorithms, vol. 16, no. 1, pp. 10:1--10:32.
John P. Dickerson, Karthik Abinav Sankararaman, Aravind Srinivasan, Pan Xu. 2020. “Allocation Problems in Ride-Sharing Platforms: Online Matching with Offline Reusable Resources.” ACM.
Brian Brubach, Karthik Abinav Sankararaman, Aravind Srinivasan, Pan Xu. 2020. “Attenuate Locally, Win Globally: Attenuation-Based Frameworks for Online Stochastic Matching with Timeouts.” Algorithmica, vol. 82, no. 1, pp. 64--87.
Brian Brubach, Karthik Abinav Sankararaman, Aravind Srinivasan, Pan Xu. 2020. “Online Stochastic Matching: New Algorithms and Bounds.” Algorithmica.