Kuntal Som, Thirumulanathan D, Joydeep Dutta, "Bilevel Programming Problems: A view through Set-valued Optimization", Annals of Operations Research (ANOR), 2025. [doi][SN SharedIt]
D. Thirumulanathan, R. Sundaresan, Y. Narahari, "On Optimal Mechanisms in the Two-Item One-Buyer Unit-Demand Setting", Journal of Mathematical Economics (JME), vol. 82, 2019, pp. 31--60. [doi][arXiv]
D. Thirumulanathan, R. Sundaresan, Y. Narahari, "Optimal Mechanism for Selling Two Items to a Single Buyer having Uniformly Distributed Valuations", Journal of Mathematical Economics (JME), vol. 82, 2019, pp. 1--30. [doi][arXiv]
D. Thirumulanathan, H. Vinay, S. Bhashyam, R. Sundaresan, "Almost Budget Balanced Mechanisms with Scalar Bids For Allocation of a Divisible Good", European Journal of Operational Research (EJOR), vol. 262, 2017, pp. 1196--1207. [doi] [arXiv]
D. Thirumulanathan, R. Sundaresan, Y. Narahari, "Optimal Mechanism for Selling Two Items to a Single Buyer having Uniformly Distributed Valuations", In Proceedings of the 12th Conference on Web and Internet Economics (WINE), 2016, pp. 174--187. [Book] [arXiv]
Vankayala, S.K., Mittra, T., Thirumulanathan, D., Gopinath, S.D.S., Kumar, V.S.M., and Yoon, S., "Low-Complexity LDPC Decoder for Cloud Based Architectures". In Proceedings of 2025 IEEE Conference on Electronics, Computing and Communication Technologies (CONECCT), 2025. (Won the best paper award).
Vankayala, S.K., Kumar, S., Thirumulanathan, D., Mathur, A., Yoon, S., and Kommineni, I., “Deep-Learning Based Beam Selection Technique for 6G Millimeter Wave Communication”. In Proceedings of 33rd IEEE International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), 2022. [doi] [IEEE]
Vankayala, S.K., Kumar, S., Shah, V., Mathur, A., Thirumulanathan, D., and Yoon, S., “Reinforcement Learning Framework for Dynamic Power Transmission in Cloud RAN Systems”. In Proceedings of 2022 IEEE Conference on Electronics, Computing and Communication Technologies (CONECCT), 2022. [doi] [IEEE] (Won the best paper award).
Vankayala, S.K., Kumar, S., Thirumulanathan, D., Yoon, S., Kommineni, I. and Lakshmi Narayana V.S. Ch., "Sparse Dense Neural Network Architecture for Turbo Decoding in Cloud Systems''. In Proceedings of 2021 IEEE conference on Advanced Networks and Telecommunication Systems (ANTS): International Workshop on 5G and Future Wireless Technology, 2021. [doi] [IEEE]
Vankayala, S.K., Kumar, S., Roy, I., Thirumulanathan, D., Yoon, S. and Kanakaraj, S., "Radio Map Estimation Using a Generative Adversarial Network and Related Business Aspects". In Proceedings of 24th IEEE International Symposium on Wireless Personal Multimedia Communications (WPMC), 2021. [doi] [IEEE] (Won the best paper award).
Vankayala, S.K., Kumar, S., Shenoy, K.G., Thirumulanathan, D., Yoon, S. and Kommineni, I., "Neural Network Architecture for LLR Computation in 5G Systems and Related Business Aspects''. In Proceedings of 24th IEEE International Symposium on Wireless Personal Multimedia Communications (WPMC), 2021. [doi] [IEEE]
Gave a talk titled "KKT Reformulations for Single Leader and Multi-Follower Games" during the International Conference on Computational Operations Research and Algorithmic Game Theory, Jan 2025, held at ISI Delhi. [Slides]
Gave a tutorial talk titled "Learning Optimal Auctions through Deep Neural Networks" during the Game Theory, Mechanism Design, and Artificial Intelligence Symposium (Game-ARTS), 17-19 Jul 2024, held at IISc Bangalore. [Slides (p. 170--244)]
Gave a talk titled "KKT Reformulations for Single Leader and Multi-Follower Games" during the International Symposium on Applied Optimization and Game Theoretic Models for Decision Making, Jan 2024, held at ISI Delhi. [Slides]
Gave two talks titled “Relationship between optimal multi-item screening and optimal transport” and “Optimal Mechanisms for Selling Two Heterogeneous Items” during my stay as a visiting scientist at ISI Delhi, on 10-11 July 2023. [Slides - Talk 1] [Slides - Talk 2]
Gave a talk titled "Optimal Mechanisms in Two-item Setting for Constant Power Rate Distributions" during the International Symposium on Applied Optimization and Game Theoretic Models for Decision Making, Feb 2023, held at ISI Delhi. [Slides]
Gave a talk titled "Use of PDFs and CDFs in Auction Theory" during the QIP short term course on Frontier Areas of International Trade and Econometrics, Mar 2021, held at IIT Kanpur. [Slides]
Gave a talk titled "Optimization Theory and its Applications to Machine Learning" during the Workshop on Machine Learning and Applications, Feb 2021, held at NIT Surathkal. [Slides]
Gave a talk titled "Mechanism Design" during the Summer Research Program on Dynamics of Complex Systems, May 2019, held at the International Centre for Theoretical Sciences (ICTS), Bangalore. [Slides]
Presented a poster titled “On Optimal Mechanisms in the Two-Item Single-Buyer Unit-Demand Setting” during the 13th Conference on Web and Internet Economics (WINE), December 2017, held at IISc Bangalore.
Presented a poster titled “Almost Budget Balanced Mechanisms With Scalar Bids For Allocation of a Divisible Good” during the 12th Conference on Web and Internet Economics (WINE), December 2016, held at Montreal, Canada.
Gave a talk titled “Optimal Mechanism for Selling Two Goods with Uniformly Distributed Valuations” during the Workshop on Static and Dynamic Mechanism Design, August 2015, held at ISI Delhi.
Presented a poster titled “Resource Allocation for Strategic Users Using Uncertain Convex Program” at IBM I-CARE, 2012, held at the IISc Bangalore.