Pin Gao

School of Data Science, The Chinese University of Hong Kong, Shenzhen

Assistant Professor

SCHOLARLY PAPERS

21

DOWNLOADS

5,803

TOTAL CITATIONS

9

Scholarly Papers (21)

1.

Privacy-Preserving Personalized Recommender Systems

Number of pages: 40 Posted: 13 Sep 2022 Last Revised: 16 Oct 2024
UNSW Australia Business School, School of Marketing, University of Toronto - Rotman School of Management, School of Data Science, The Chinese University of Hong Kong, Shenzhen and University of Western Ontario - Richard Ivey School of Business
Downloads 757 (68,700)
Citation 5

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differential privacy, personalization, product recommendations, socially-responsible operations

2.

Fairness Regulation of Prices in Competitive Markets

Number of pages: 48 Posted: 29 Mar 2022 Last Revised: 16 Oct 2024
The Chinese University of Hong Kong, Shenzhen, UNSW Australia Business School, School of Marketing, School of Data Science, The Chinese University of Hong Kong, Shenzhen and Hong Kong University of Science & Technology (HKUST) - Department of Information Systems, Business Statistics and Operations Management
Downloads 694 (76,916)

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loyalty penalty, price fairness regulation, competition, collusion, socially-responsible operations

3.

Regulating Discriminatory Pricing in the Presence of Tacit Collusion

Number of pages: 48 Posted: 30 Nov 2023 Last Revised: 08 Aug 2024
Zongsen Yang, Xiao Lei and Pin Gao
The Chinese University of Hong Kong, Shenzhen, HKU Business School, The University of Hong Kong and School of Data Science, The Chinese University of Hong Kong, Shenzhen
Downloads 577 (97,311)

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price discrimination, algorithmic collusion, dynamic competition, fairness

4.

Position Auctions with Endogenous Product Information: Why Live-Streaming Advertising Is Thriving

Number of pages: 55 Posted: 02 Dec 2020 Last Revised: 17 Nov 2022
Hong Kong University of Science & Technology (HKUST) - Department of Information Systems, Business Statistics and Operations Management, CUHK-SZ, School of Data Science, The Chinese University of Hong Kong, Shenzhen and University of Western Ontario - Richard Ivey School of Business
Downloads 520 (110,736)

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Live-streaming, Mechanism Design, Information Provision, Algorithm

5.

Dealership or Marketplace with Fulfillment Services: A Dynamic Comparison

Number of pages: 58 Posted: 23 Jan 2024 Last Revised: 09 Jun 2024
The Chinese University of Hong Kong, Shenzhen, University of Toronto - Rotman School of Management, CUHK-SZ, School of Data Science, The Chinese University of Hong Kong, Shenzhen and Boston University
Downloads 402 (150,334)
Citation 3

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dynamic pricing, business models, dynamic game, Markov perfect equilibrium, structural properties

6.

Temporal Flexibility in Emission Permits Regulation

Number of pages: 58 Posted: 09 Aug 2021 Last Revised: 03 Jan 2024
UNSW Australia Business School, School of Marketing, Hong Kong University of Science & Technology (HKUST) - Department of Information Systems, Business Statistics and Operations Management, CUHK-SZ, School of Data Science, The Chinese University of Hong Kong, Shenzhen and Hong Kong University of Science and Technology (HKUST) - Department of Civil and Environmental Engineering
Downloads 359 (170,424)
Citation 1

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emission permits regulation, temporal flexibility, uncertainty, sustainable operations

7.

Resource Allocation Among Competing Innovators

Number of pages: 51 Posted: 31 Aug 2020 Last Revised: 29 Apr 2021
School of Data Science, The Chinese University of Hong Kong, Shenzhen, Southern University of Science and Technology (SUSTech) - Department of Information Systems and Management Engineering, Hong Kong University of Science & Technology (HKUST) - Department of Economics and Hong Kong University of Science & Technology (HKUST) - Department of Information Systems, Business Statistics and Operations Management
Downloads 353 (173,616)

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innovation; competition; incentives; resource allocation

8.

Personalized Product Recommendations with Exponential Bandits

Number of pages: 43 Posted: 02 Dec 2020 Last Revised: 04 Aug 2023
Southern University of Science and Technology (SUSTech) - Department of Information Systems and Management Engineering, Hong Kong University of Science & Technology (HKUST) - Department of Information Systems, Business Statistics and Operations Management, CUHK-SZ, School of Data Science, The Chinese University of Hong Kong, Shenzhen and City University of Macau
Downloads 304 (203,825)

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multi-armed bandit, experimentation, exponential distribution, information acquisition, personalization

9.

Assortment Optimization for the Multinomial Logit Model with Repeated Customer Interactions

Number of pages: 45 Posted: 02 Aug 2023 Last Revised: 04 Aug 2023
University of Toronto - Rotman School of Management, School of Data Science, The Chinese University of Hong Kong, Shenzhen, Chinese University of Hong Kong, Shenzhen and Xi'an Jiaotong University (XJTU)
Downloads 280 (222,104)

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repeated customer interactions, multinomial logit, sequential recommendation, assortment optimization, discrete choice models

10.

When to Push Ads: Optimal Mobile Ad Campaign Strategy under Markov Customer Dynamics

Number of pages: 69 Posted: 21 Jun 2023
Guokai Li, Pin Gao and Zizhuo Wang
The Chinese University of Hong Kong, Shenzhen, School of Data Science, The Chinese University of Hong Kong, Shenzhen and The Chinese University of Hong Kong, Shenzhen
Downloads 272 (228,586)

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mobile ad campaign, Markov customer dynamics, revenue management

11.

Does the Prohibition of Trade-Through Hurt Liquidity Demanders?

Number of pages: 50 Posted: 24 Jul 2017 Last Revised: 01 Nov 2021
Ningyuan Chen, Pin Gao and Steven Kou
University of Toronto - Rotman School of Management, School of Data Science, The Chinese University of Hong Kong, Shenzhen and Boston University
Downloads 239 (260,236)

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Optimal order execution, order routing, dynamic programming

12.

Assortment Optimization under the Sequential Click-based Choice Model 

Number of pages: 64 Posted: 03 Aug 2023 Last Revised: 23 Nov 2024
School of Data Science, The Chinese University of Hong Kong, Shenzhen, The Chinese University of Hong Kong, Shenzhen, Chinese University of Hong Kong, Shenzhen and The Chinese University of Hong Kong, Shenzhen
Downloads 236 (263,435)

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Satisficing Choice Rule, Cascade Model, Assortment Optimization, Approximation

13.

Robust Optimal Selling Mechanism under Non-linear Utility

Number of pages: 63 Posted: 18 Mar 2024
School of Data Science, The Chinese University of Hong Kong, Shenzhen, The Chinese University of Hong Kong, Shenzhen, The Chinese University of Hong Kong (CUHK) - CUHK Business School, The Chinese University of Hong Kong, Shenzhen and The Chinese University of Hong Kong, Shenzhen
Downloads 177 (344,247)

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robust mechanism design, moment condition, non-linear utility

14.

The Optimization of Inbound Marketing: Assortment Planning, Pricing Management, and Paid Advertising

Number of pages: 49 Posted: 08 Nov 2023 Last Revised: 13 Feb 2024
School of Data Science, The Chinese University of Hong Kong, Shenzhen, Johns Hopkins University - Carey Business School, Johns Hopkins University - Carey Business School and Southeast University - School of Economics and Management
Downloads 159 (377,525)

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15.

Menu Optimization for Meal Delivery Platforms

Number of pages: 45 Posted: 21 Nov 2024
UNC - Kenan-Flagler Business School, University of Toronto - Rotman School of Management, School of Data Science, The Chinese University of Hong Kong, Shenzhen, Rotman School of Management and Chinese University of Hong Kong, Shenzhen
Downloads 148 (403,126)

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Meal Delivery, Platforms, Assortment Optimization, Field Experiment

16.

Sound of Silence: When to Conceal Attribute Information? The Roles of Consumer Search, Inventory, and Channel Structure

Number of pages: 74 Posted: 30 Nov 2023 Last Revised: 12 Dec 2024
Hong Kong University of Science & Technology (HKUST) - Dept. of Industrial Engineering and Decision Analytics, UNSW Australia Business School, School of Marketing, School of Data Science, The Chinese University of Hong Kong, Shenzhen and Hong Kong University of Science & Technology (HKUST) - Department of Information Systems, Business Statistics and Operations Management
Downloads 148 (400,967)

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product attributes; information disclosure; consumer search; inventory; channel structure

17.

Live-Streaming Commerce: An Approach to Implementing Targeted Advertising in Sponsored Search

HKUST Business School Research Paper No. 2024-170
Number of pages: 44 Posted: 10 Jul 2024
The Chinese University of Hong Kong, Shenzhen, School of Data Science, The Chinese University of Hong Kong, Shenzhen, University of Western Ontario - Richard Ivey School of Business and Hong Kong University of Science & Technology (HKUST) - Department of Information Systems, Business Statistics and Operations Management
Downloads 77 (632,477)

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Live-streaming, Mechanism Design, Sponsored Search, Targeted Advertising

18.

Assortment Optimization with Downward Feasibility: Efficient Heuristics Based on Independent Demands

Number of pages: 53 Posted: 08 Jan 2025 Last Revised: 11 Jan 2025
CUHK-SZ, School of Data Science, The Chinese University of Hong Kong, Shenzhen, The Chinese University of Hong Kong, Shenzhen and affiliation not provided to SSRN
Downloads 70 (665,348)

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Assortment Optimization, Downward Feasibility, Independent Demands, Modified Revenues

19.

Optimal Emission Regulation under Market Uncertainty

Number of pages: 65 Posted: 30 Nov 2021 Last Revised: 19 May 2024
Guokai Li, Pin Gao and Zizhuo Wang
The Chinese University of Hong Kong, Shenzhen, School of Data Science, The Chinese University of Hong Kong, Shenzhen and The Chinese University of Hong Kong, Shenzhen
Downloads 31 (932,337)

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environmental regulation, sustainable operations, market uncertainty, emission tax, emission cap.

20.

Sequential Assortment Recommendation under the Impatient Mixed Cascade Model

Posted: 13 Mar 2023 Last Revised: 06 Feb 2024
The Chinese University of Hong Kong, Shenzhen, Chinese University of Hong Kong, Shenzhen, School of Data Science, The Chinese University of Hong Kong, Shenzhen and The Chinese University of Hong Kong, Shenzhen

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cascade model, sequential recommendation, assortment optimization, approximation

21.

A Sequential Recommendation and Selection Model

Posted: 17 Sep 2019 Last Revised: 23 Oct 2020
University of Toronto - Rotman School of Management, CUHK-SZ, School of Data Science, The Chinese University of Hong Kong, Shenzhen and The Chinese University of Hong Kong (CUHK)

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Satisficing Choice Rule, Patience Levels, Sequential Recommendations, Sequential Selections

Other Papers (1)

Total Downloads: 111
1.

Robust Pricing with Consumer Search

HKUST Business School Research Paper No. Forthcoming
Number of pages: 39 Posted: 08 Mar 2024
Hao Qiu, Pin Gao, Simai He and Ying-Ju Chen
Shanghai University of Finance and Economics - School of Information Management and Engineering, School of Data Science, The Chinese University of Hong Kong, Shenzhen, Shanghai University of Finance and Economics and Hong Kong University of Science & Technology (HKUST) - Department of Information Systems, Business Statistics and Operations Management
Downloads 111 (521,421)

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Robust Pricing, Consumer Search