Faculty Profiles - FENG Yiding | The Hong Kong University of Science and Technology

Yiding FENG
馮逸丁

PhD in Computer Science
Northwestern University, 2021

Assistant Professor
Department of Industrial Engineering and Decision Analytics

Google Scholar

p5t34vIAAAAJ

ORCID

0000-0002-8258-6994

ResearcherID

KYP-4106-2024

Scopus ID

57205381256

Research Interest

Operations research
Theoretical computer science
Optimization
Revenue management
Game theory

Publications

2025 1

Confusion Matrix Design for Downstream Decision-Making

Leibniz International Proceedings in Informatics (LIPIcs), v. 325, February 2025, p. 49
Feng, Yiding; Tang, Wei
Conference paper

2024 6

Batching and Optimal Multi-stage Bipartite Allocations

Management Science, August 2024
Feng, Yiding; Niazadeh, Rad
Article

Technical Note—Near-Optimal Bayesian Online Assortment of Reusable Resources

Operations Research, v. 72, (5), September-October 2024, p. 1861-1873
Feng, Yiding; Niazadeh, Rad; Saberi, Amin
Article

Two-Stage Stochastic Matching and Pricing with Applications to Ride Hailing

Operations Research, v. 72, (4), July-August 2024, p. 1574-1594
Feng, Yiding; Niazadeh, Rad; Saberi, Amin
Article

Mobility Data in Operations: Multi-Location Facility Location Problem

EC '24: Proceedings of the 25th ACM Conference on Economics and Computation / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2024, p. 201
Candogan, Ozan; Feng, Yiding
Conference paper

Rationality-Robust Information Design: Bayesian Persuasion under Quantal Response

Proceedings of the 2024 Annual ACM-SIAM Symposium on Discrete Algorithms (SODA) / edited by David P. Woodruff. Society for Industrial and Applied Mathematics : Philadelphia, USA, 2024, p. 501-546
Feng, Yiding; Ho, Chien-Ju; Tang, Wei
Conference paper

Strategic Budget Selection in a Competitive Autobidding World

STOC 2024: Proceedings of the 56th Annual ACM Symposium on Theory of Computing / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2024, p. 213-224
Feng, Yiding; Lucier, Brendan; Slivkins, Aleksandrs
Conference paper

2023 4

Competitive Information Design for Pandora's Box

Proceedings of the 2023 Annual ACM-SIAM Symposium on Discrete Algorithms (SODA) / edited by Nikhil Bansal, Viswanath Nagarajan. Philadelphia, USA : Society for Industrial and Applied Mathematics, 2023, p. 353-381
Ding, Bolin; Feng, Yiding; Ho, Chien-Ju; Tang, Wei; Xu, Haifeng
Conference paper

Dynamic Pricing and Learning with Bayesian Persuasion

NIPS '23: Proceedings of the 37th International Conference on Neural Information Processing Systems / edited by A. Oh, T. Naumann, A. Globerson, K. Saenko, M. Hardt, S. Levine. Red Hook, United States : Curran Associates Inc., 2024, p. 59273-59285
Agrawal, Shipra; Feng, Yiding; Tang, Wei
Conference paper

Online Resource Allocation with Buyback: Optimal Algorithms via Primal-Dual

EC '23: Proceedings of the 24th ACM Conference on Economics and Computation / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2023, p. 583
Ekbatani, Farbod; Feng, Yiding; Niazadeh, Rad
Conference paper

Simple Mechanisms for Non-linear Agents

Proceedings of the 2023 Annual ACM-SIAM Symposium on Discrete Algorithms (SODA) / edited by Nikhil Bansal, Viswanath Nagarajan. Philadelphia, USA : Society for Industrial and Applied Mathematics, 2023, p. 3802-3816
Feng, Yiding; Hartline, Jason; Li, Yingkai
Conference paper

2022 4

Controlling Epidemic Spread: Reducing Economic Losses with Targeted Closures

Management Science, v. 68, (5), May 2022, p. 3175-3195
Birge, John R.; Candogan, Ozan; Feng, Yiding
Article

Bias-Variance Games

EC '22: Proceedings of the 23rd ACM Conference on Economics and Computation / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2022, p. 328-329
Feng, Yiding; Gradwohl, Ronen; Hartline, Jason; Johnsen, Aleck; Nekipelov, Denis
Conference paper

Near-Optimal Bayesian Online Assortment of Reusable Resources

EC '22: Proceedings of the 23rd ACM Conference on Economics and Computation / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2022, p. 964-965
Feng, Yiding; Niazadeh, Rad; Saberi, Amin
Conference paper

Online Bayesian Recommendation with No Regret

EC '22: Proceedings of the 23rd ACM Conference on Economics and Computation / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2022, p. 818-819
Feng, Yiding; Tang, Wei; Xu, Haifeng
Conference paper

2021 3

Batching and Optimal Multi-Stage Bipartite Allocations

Leibniz International Proceedings in Informatics (LIPIcs), v. 185, February 2021, p. 88:1
Feng, Yideng; Niazadeh, Rad
Conference paper

Revelation gap for pricing from samples

STOC 2021: Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2021, p. 1438-1451
Feng, Yiding; Hartline, Jason D.; Li, Yingkai
Conference paper

Two-stage stochastic matching with application to ride hailing

SODA '21: Proceedings of the Thirty-Second Annual ACM-SIAM Symposium on Discrete Algorithms / Society for Industrial and Applied Mathematics. Philadelphia, USA : Society for Industrial and Applied Mathematics, 2021, p. 2862-2877
Feng, Yiding; Niazadeh, Rad; Saberi, Amin
Conference paper

2020 1

Global concavity and optimization in a class of dynamic discrete choice models

ICML'20: Proceedings of the 37th International Conference on Machine Learning, v. 119, July 2020, article number 289, p. 3082-3091
Feng, Yiding; Khmelnitskaya, Ekaterina; Nekipelov, Denis
Conference paper

2019 1

Optimal Auctions vs. Anonymous Pricing: Beyond Linear Utility

EC '19: Proceedings of the 2019 ACM Conference on Economics and Computation / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2019, p. 885 -886
Feng, Yiding; Hartline, Jason D.; Li, Yingkai
Conference paper

2018 1

An End-to-End Argument in Mechanism Design (Prior-Independent Auctions for Budgeted Agents)

Proceedings - Annual IEEE Symposium on Foundations of Computer Science, FOCS, v. 2018-October, December 2018, article number 8555124, p. 404-415
Feng, Yiding; Hartline, Jason D.
Conference paper

Conference paper 1

Confusion Matrix Design for Downstream Decision-Making

Leibniz International Proceedings in Informatics (LIPIcs), v. 325, February 2025, p. 49
Feng, Yiding; Tang, Wei

Article 3

Batching and Optimal Multi-stage Bipartite Allocations

Management Science, August 2024
Feng, Yiding; Niazadeh, Rad

Technical Note—Near-Optimal Bayesian Online Assortment of Reusable Resources

Operations Research, v. 72, (5), September-October 2024, p. 1861-1873
Feng, Yiding; Niazadeh, Rad; Saberi, Amin

Two-Stage Stochastic Matching and Pricing with Applications to Ride Hailing

Operations Research, v. 72, (4), July-August 2024, p. 1574-1594
Feng, Yiding; Niazadeh, Rad; Saberi, Amin

Conference paper 3

Mobility Data in Operations: Multi-Location Facility Location Problem

EC '24: Proceedings of the 25th ACM Conference on Economics and Computation / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2024, p. 201
Candogan, Ozan; Feng, Yiding

Rationality-Robust Information Design: Bayesian Persuasion under Quantal Response

Proceedings of the 2024 Annual ACM-SIAM Symposium on Discrete Algorithms (SODA) / edited by David P. Woodruff. Society for Industrial and Applied Mathematics : Philadelphia, USA, 2024, p. 501-546
Feng, Yiding; Ho, Chien-Ju; Tang, Wei

Strategic Budget Selection in a Competitive Autobidding World

STOC 2024: Proceedings of the 56th Annual ACM Symposium on Theory of Computing / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2024, p. 213-224
Feng, Yiding; Lucier, Brendan; Slivkins, Aleksandrs

Conference paper 4

Competitive Information Design for Pandora's Box

Proceedings of the 2023 Annual ACM-SIAM Symposium on Discrete Algorithms (SODA) / edited by Nikhil Bansal, Viswanath Nagarajan. Philadelphia, USA : Society for Industrial and Applied Mathematics, 2023, p. 353-381
Ding, Bolin; Feng, Yiding; Ho, Chien-Ju; Tang, Wei; Xu, Haifeng

Dynamic Pricing and Learning with Bayesian Persuasion

NIPS '23: Proceedings of the 37th International Conference on Neural Information Processing Systems / edited by A. Oh, T. Naumann, A. Globerson, K. Saenko, M. Hardt, S. Levine. Red Hook, United States : Curran Associates Inc., 2024, p. 59273-59285
Agrawal, Shipra; Feng, Yiding; Tang, Wei

Online Resource Allocation with Buyback: Optimal Algorithms via Primal-Dual

EC '23: Proceedings of the 24th ACM Conference on Economics and Computation / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2023, p. 583
Ekbatani, Farbod; Feng, Yiding; Niazadeh, Rad

Simple Mechanisms for Non-linear Agents

Proceedings of the 2023 Annual ACM-SIAM Symposium on Discrete Algorithms (SODA) / edited by Nikhil Bansal, Viswanath Nagarajan. Philadelphia, USA : Society for Industrial and Applied Mathematics, 2023, p. 3802-3816
Feng, Yiding; Hartline, Jason; Li, Yingkai

Article 1

Controlling Epidemic Spread: Reducing Economic Losses with Targeted Closures

Management Science, v. 68, (5), May 2022, p. 3175-3195
Birge, John R.; Candogan, Ozan; Feng, Yiding

Conference paper 3

Bias-Variance Games

EC '22: Proceedings of the 23rd ACM Conference on Economics and Computation / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2022, p. 328-329
Feng, Yiding; Gradwohl, Ronen; Hartline, Jason; Johnsen, Aleck; Nekipelov, Denis

Near-Optimal Bayesian Online Assortment of Reusable Resources

EC '22: Proceedings of the 23rd ACM Conference on Economics and Computation / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2022, p. 964-965
Feng, Yiding; Niazadeh, Rad; Saberi, Amin

Online Bayesian Recommendation with No Regret

EC '22: Proceedings of the 23rd ACM Conference on Economics and Computation / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2022, p. 818-819
Feng, Yiding; Tang, Wei; Xu, Haifeng

Conference paper 3

Batching and Optimal Multi-Stage Bipartite Allocations

Leibniz International Proceedings in Informatics (LIPIcs), v. 185, February 2021, p. 88:1
Feng, Yideng; Niazadeh, Rad

Revelation gap for pricing from samples

STOC 2021: Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2021, p. 1438-1451
Feng, Yiding; Hartline, Jason D.; Li, Yingkai

Two-stage stochastic matching with application to ride hailing

SODA '21: Proceedings of the Thirty-Second Annual ACM-SIAM Symposium on Discrete Algorithms / Society for Industrial and Applied Mathematics. Philadelphia, USA : Society for Industrial and Applied Mathematics, 2021, p. 2862-2877
Feng, Yiding; Niazadeh, Rad; Saberi, Amin

Conference paper 1

Global concavity and optimization in a class of dynamic discrete choice models

ICML'20: Proceedings of the 37th International Conference on Machine Learning, v. 119, July 2020, article number 289, p. 3082-3091
Feng, Yiding; Khmelnitskaya, Ekaterina; Nekipelov, Denis

Conference paper 1

Optimal Auctions vs. Anonymous Pricing: Beyond Linear Utility

EC '19: Proceedings of the 2019 ACM Conference on Economics and Computation / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2019, p. 885 -886
Feng, Yiding; Hartline, Jason D.; Li, Yingkai

Conference paper 1

An End-to-End Argument in Mechanism Design (Prior-Independent Auctions for Budgeted Agents)

Proceedings - Annual IEEE Symposium on Foundations of Computer Science, FOCS, v. 2018-October, December 2018, article number 8555124, p. 404-415
Feng, Yiding; Hartline, Jason D.

2019 1

Optimal Auctions vs. Anonymous Pricing: Beyond Linear Utility

EC '19: Proceedings of the 2019 ACM Conference on Economics and Computation / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2019, p. 885 -886
Feng, Yiding; Hartline, Jason D.; Li, Yingkai
Conference paper

2018 1

An End-to-End Argument in Mechanism Design (Prior-Independent Auctions for Budgeted Agents)

Proceedings - Annual IEEE Symposium on Foundations of Computer Science, FOCS, v. 2018-October, December 2018, article number 8555124, p. 404-415
Feng, Yiding; Hartline, Jason D.
Conference paper

Teaching Assignment

IEDA3410	Routing and Fleet Management
IEDA4000C	Online Markets

No Teaching Assignments

Research Interest

Publications

2025 1

2024 6

2023 4

2022 4

2021 3

2020 1

2019 1

2018 1

Conference paper 1

Article 3

Conference paper 3

Conference paper 4

Article 1

Conference paper 3

Conference paper 3

Conference paper 1

Conference paper 1

Conference paper 1

2019 1

2018 1

Teaching Assignment

Projects

From January 2023 to December 2025

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