About me
I’m a third-year Ph.D. student in Computer Science at the University of Maryland, advised by Prof. MohammadTaghi Hajiaghayi. I’m broadly interested in the intersection of computer science and economics. This includes algorithmic mechanism design/game theory, social learning, social choice, and recently the socioeconomic impact of generative AI on the modern economy. I’m also interested in online algorithm, combinatorial optimization, computational complexity, and multi-armed bandits.
Previously, I was a software/machine learning engineer at Coupang and LINE, and received my M.S./B.S. in electrical engineering/mathematics at KAIST.
Papers
($\alpha,\beta$ denotes alphabetical order of authorship)
- Replication-proof Bandit Mechanism Design, Manuscript
- $\alpha,\beta$S. Esmaeili, M. Hajiaghayi, S. Shin
- Robust and Performance Incentivizing Algorithms for Bandits, Manuscript
- $\alpha,\beta$S. Esmaeili, S. Shin, A. Slivkins
- Online Advertisements with LLMs: Opportunities and Challenges, Manuscript
- $\alpha,\beta$S. Feizi, M. Hajiaghayi, K. Rezaei, S. Shin
- Gains-from-Trade in Bilateral Trade with a Broker, SODA’25
- $\alpha,\beta$I. Hajiaghayi, M. Hajiaghayi, G. Peng, S. Shin
- Ad Auctions for LLMs via Retrieval Augmented Generation, NeurIPS’24
- $\alpha,\beta$M. Hajiaghayi, S. Lahaie, K. Rezaei, S. Shin
- EC’24 workshop on Frontiers of Online Advertising: Autobidding, GenAI, and Beyond
- Dueling Over Dessert, Mastering the Art of Repeated Cake Cutting, NeurIPS’24
- Fairness and Efficiency in Online Class Matching, NeurIPS’24
- $\alpha,\beta$M. Hajiaghayi, S. Jahan, M. Sharifi, S. Shin, M. Springer
- Regret Analysis of Repeated Delegated Choice, AAAI’24
- $\alpha,\beta$M. Hajiaghayi, M. Mahdavi, K. Rezaei, S. Shin
- Improved Relaxation for Oracle-efficient Adversarial Contextual Bandits, NeurIPS’23
- $\alpha,\beta$K. Banihashem, M. Hajiaghayi, S. Shin, M. Springer
- Bandit Social Learning under Myopic Agents, NeurIPS’23
- $\alpha,\beta$K. Banihashem, M. Hajiaghayi, S. Shin, A. Slivkins
- EC’24 workshop on Information Acquisition
- Best poster award at Annual Machine Learning Symposium’24
- Delegating to Multiple Agents, EC’23
- $\alpha,\beta$M. Hajiaghayi, K. Rezaei, S. Shin
- Multi-armed Bandit Algorithm against Strategic Replication, AISTATS’22
- S. Shin, S. Lee, J. Ok
- Power of Bonus in Pricing for Crowdsourcing, Sigmetrics’22
- S. Shin, H.Choi, Y. Yi, J. Ok