Xiang Yan ()

I am a PhD student from Department of Computer Science of Shanghai Jiao Tong University and my advisor is Prof Xiaotie Deng. I majored in mathematics and applied mathematics from 2011 to 2015 in Zhiyuan College (Mount Everest plan) of Shanghai Jiao Tong University as undergraduate student and joined AIMS Lab of SJTU from 2014 fall. From July 2016 to Feb. 2017, I visited Prof Qi Qi as a research assistant in the Department of Industrial Engineering and Logistics Management of Hong Kong University of Science and Technology. Currently, I am working at the AI Department of Ant Financial Service Group (Hang Zhou) under a school-enterprise cooperation project.

My research interest has been mainly in algorithmic game theory and machine learning. In particular, in following topics: game theory and mechanism design, Internet and computational economics, crowd sourcing, reinforcement learning and probabilistic graphical model.

Contact

l   Tel: +86 15618496706

l   Email: xyansjtu@163.com

l   Address:

Room 3-524

School of Electronic Information and Electrical Engineering Building
Shanghai Jiao Tong University
800 Dongchuan Road
Shanghai 200240

Publications

l   Latent Dirichlet Allocation for Internet Price War (pdf)

o   Joint work with Chenchen Li, Xiaotie Deng, Yuan Qi, Wei Chu, Le Song, Junlong Qiao, Jianshan He and Junwu Xiong.

o   (Accepted by) The Thirty-Third AAAI Conference on Artificial Intelligece (AAAI-19).

l   Personalized Behavior Prediction with Encoder-to-Decoder Structure(pdf)

o   Joint work with Tong Yin, Xiaotie Deng, Yuan Qi, Wei Chu, Jing Pan and Junwu Xiong.

o   2018 IEEE International Conference on Networking, Architecture and Storage (NAS). IEEE, 2018: 1-10. (NAS 2018)

l   Limiting User's Sybil Attack in Resource Sharing (pdf)

o   Joint work with Zhou Chen, Yukun Cheng, Xiaotie Deng and Qi Qi.

o   International Conference on Web and Internet Economics. Springer, Cham, 2017: 103-119. (WINE 2017)

l   Agent Incentives of Strategic Behavior in Resource Exchange (pdf)

o   Joint work with Zhou Chen, Yukun Cheng, Xiaotie Deng and Qi Qi.

o   International Symposium on Algorithmic Game Theory. Springer, Cham, 2017: 227-239. (SAGT 2017)

o   An extended journal version is submitted to Discrete Applied Mathematics (DAM).

l   Incentive Ratios of a Proportional Sharing Mechanism in Resource Sharing (pdf)

o   Joint work with Zhou Chen, Yukun Cheng and Qi Qi.

o   In Proceedings of The 23rd International Computing and Combinatorics Conference (COCOON'17)

o   An extended journal version is published in Journal of Combinatorial Optimization (JOCO).

l   An Autonomous Compensation Game to Facilitate Peer Data Exchange in Crowdsensing (pdf)

o   Joint work with Fan Ye, Yuanyuan Yang and Xiaotie Deng.

o   In Proceedings of the IEEE/ACM International Symposium on Quality of Service (IWQoS 2017)

l   Truthfulness of a Proportional Sharing Mechanism in Resource Exchange (pdf)

o   Joint work with Yukun Cheng, Xiaotie Deng and Qi Qi.

o   In Proceedings of the 25th International Joint Conference on Artificial Intelligence. (IJCAI 16)

o   An extended journal version is submitted to Operational Research (OR).

l   Can Bandwidth Sharing Be Truthful? (pdf)

o   Joint work with Yukun Cheng, Xiaotie Deng and Yifan Pi.

o   International Symposium on Algorithmic Game Theory. Springer Berlin Heidelberg, 2015: 190-202. (SAGT 2015)

o   An extended journal version is submitted to Operational Research (OR).

l   场设计中的定价数据引擎 (pdf)

o   Joint work with Yu Chen, Xiaotie Deng, Kainan Wang and Yuncong Zhang.

o   In Proceedings of the 3rd CCF BigData, 2015.

Working Papers

l   A Policy Gradient Method with Variance Reduction for Uplift Modeling (pdf)

o   Joint work with Chenchen Li, Xiaotie Deng, Yuan Qi, Wei Chu, Le Song, Junlong Qiao, Jianshan He and Junwu Xiong.

l   A Polynomial Time Algorithm for Fair Resource Allocation in Resource Exchange

o   Joint work with Yukun Cheng and Wei Zhu.

l   Proportional Response Dynamics Leads to Complementary Arrow-Debreu Market Equilibrium

o   Joint work with Yaonan Jin.

l   Hybrid Auction and Membership Fee in Online Platform

o   Joint work with Zhou Chen and Qi Qi.

Honor & Awards

l   Best Youth Paper Award of The 8th China Meet on Game Theory and Its Applications (CMGTA, Sep. 2018)

o   Paper "Truthfulness of a Proportional Sharing Mechanism in Resource Exchange"

o   Second Price

l   Guanghua Scholarship (Oct. 2016)

l   Outstanding Graduation Thesis of SJTU (July 2015)

l   Outstanding Graduate Student of Shanghai (July 2015)

l   SJTU Scholarship (Level A) (Oct. 2014)

l   Masterpiece Mention in Mathematical Contest in Modeling, USA (Apr. 2014)

l   First Prize in China University Mathematical Contest in Modeling (Oct. 2013)

l   Three Good Student of SJTU (Oct. 2012)

Others

l   National Second-level Baseball Referee