Industry/Consulting Experience
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Co-founder, pricingservice.ai. September 2021 -
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Third Place (out of more than 90+ teams), New Venture Challenge, CU Boulder, 2024
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Finalist, New Venture Challenge Deep Tech Competition, 2024
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Feature article: PricingService.ai Democratizes Dynamic Pricing in the Hospitality Industry
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2024 Top Revenue Management Solutions Provider, Travel and Hospitality Tech Outlook
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Alibaba, Hangzhou, China. E-Commerce pricing. 2021 - 2022.
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Stratom, Boulder, Colorado. Large scale optimization, 2020.
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Didi Chuxing, Beijing, China. Pricing and revenue management strategy, 2019.
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Tech Valley Inc., Xiamen, China, advisory board member, 2015 - 2017.
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The Walt Disney Company, Orlando, Florida. Resort hotel pricing. 2012.
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Lufthansa, Frankfurt, Germany. Network revenue management optimization, 2010.
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Transat A.T. Inc., Montreal, Canada. Current practice and trends in revenue management, 2008.
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PROS Revenue Management, Houston, Texas, Scientist, 2006 - 2007.
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Analyst, Chang'an Automobile Corporation, Chongqing, China, 1997 - 2000.
Invited Talks
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School of Business, George Washington University, February 2025. (Scheduled)
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Johnson Graduate School of Management, Cornell University, October 2024
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John Molson School of Business, Concordia University, September 2023.
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Darla Moore School of Business, University of South Carolina, April 2023.
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School of Management, Hefei University of Technology, July 2022. (virtual)
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School of Management, Xi'an Jiaotong University, July 2022. (virtual)
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Fuqua School of Business, Duke University, February 2022. (virtual)
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School of Business, UC Riverside, January 2022. (virtual)
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Smith School of Business, Queen's University, January 2022. (virtual)
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Renmin Business School, Renmin University, December 2021. (virtual)
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School of Management, University of Texas Dallas, November 2021.
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Ivey Business School, Western University, October 2021. (virtual)
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School of Business, George Mason University, September 2021. (virtual)
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School of Business, Nanjing University, August 2021 (virtual)
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School of Business Administration, Northeastern University of China, August 2021. (virtual)
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College of Transportation Engineering, Dalian Maritime University, July 2021 (virtual).
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School of Management, University of Science and Technology of China, July 2021. (virtual)
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A series of talks on revenue management, Alibaba, June 2021. (virtual)
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School of Management, University of Science and Technology of China, May 2021. (virtual)
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Carroll School of Management, Boston College, April 2021 (virtual).
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School of Management and Economics, Beijing Institute of Technology, January 2021 (virtual).
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College of Transportation Engineering, Dalian Maritime University, August 2020 (virtual).
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School of Business, Qingdao University, August 2020 (virtual).
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Department of Management Sciences and Engineering, Nanjing University, June 2020 (virtual).
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School of Business Administration, Northeastern University of China, June 2020 (virtual).
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Research Group, kuaishou.com, Beijing, China, November 2019.
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A series of talks on revenue management, Didi Chuxing, Beijing, China, October 2019.
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Revenue Management Group, Spring Airlines, Shanghai, China, September 2019.
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Revenue Management Group, Didi Chuxing, Beijing, China, September 2019.
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School of International Business Administration, Shanghai University of Finance and Economics, China, September 2019.
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School of Business Administration, Northeastern University of China, September 2019.
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Institute of Industrial and Systems Engineering, Northeastern University of China, September 2019.
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Donlinks School of Economics and Management, University of Science and Technology Beijing, September 2019.
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School of of Economics and Management, Tsinghua University, September 2019.
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Sauder School of Business, University of British Columbia, June 2019.
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School of Economics and Management, Dalian University of Technology, May 2019.
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College of Transportation Engineering, Dalian Maritime University, May 2019.
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Renmin Business School, Renmin University, May 2019.
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International School, Beijing University of Posts and Telecommunications, May 2019.
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Donlinks School of Economics and Management, University of Science and Technology Beijing, May 2019.
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Department of Applied Mathematics, University of Colorado Boulder, January 2019.
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Didi Chuxing Research, Beijing, China, May 2018.
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Invited speaker, Mostly OM Workshop, Tsinghua University, June 2018.
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School of Business Administration, Northeastern University of China, May 2018.
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Institute of Industrial and Systems Engineering, Northeastern University of China, May 2018.
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Speaker, Leeds Business Insight Event, Chicago, Illinois, May 3, 2018.
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College of Business, City University of Hong Kong, April 2018.
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CUHK Business School, The Chinese University of Hong Kong, March 2018.
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Department of Logistics and Maritime Studies, The Hong Kong Polytechnic University, March 2018.
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Labovitz School of Business and Economics, University of Minnesota Duluth, March 2018.
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Statistics, Optimization and Machine Learning Seminar, University of Colorado Boulder, February 2018.
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Smeal College of Business, Penn State University, January 2018.
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Guanghua School of Management, Peking University, June 2017.
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School of of Economics and Management, Tsinghua University, June 2017.
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School of Management, Shanghai University, June 2017.
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Antai College of Economics and Management, Shanghai Jiao Tong University, June 2017.
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Invited plenary speaker, 2017 International Workshop on Supply Chain Management, Shanghai, June 2017.
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School of Management and Economics. University of Electronic Science and Technology of China, June 2017.
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School of Economics and Management, Xinan Jiao Tong University, June 2017.
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Katz Graduate School of Business, University of Pittsburgh, April 2017.
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Department of Industrial and Enterprise Systems Engineering, University of Illinois at Urbana-Champaign, March 2017.
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Operations Management Workshop, Leeds School of Business, University of Colorado Boulder, February 2017.
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School of International Business Administration, Shanghai University of Finance and Economics, China, May 2016.
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School of Management, University of Science and Technology of China, May 2016.
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Institute of Industrial Engineering and Logistics Optimization, Northeastern University of China, May 2016.
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CUHK Business School, Chinese University of Hong Kong, China, May 2016.
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AGIFORS Revenue Management 2015 and 2nd Chinese Airline Revenue Management Summit Joint Conference, Shanghai, China, May 2015.
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School of Management, Xiamen University, May 2015.
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Antai School of Management, Shanghai Jiao Tong University, May 2015.
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College of Business, City University of Hong Kong, May 2015.
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Rocky Mountain INFORMS Chapter Seminar Series, September 2014.
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School of Business, Sichuan University, June 2013.
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School of Business, University of Miami, May 2013.
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School of Business, University of Alberta, May 2013.
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Leeds School of Business, University of Colorado Boulder, Faculty summer research seminar series, June 2012.
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Choice-based Revenue Management Conference, Georgia Institute of Technology, May 2012.
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2nd Annual Operations Management Research Symposium for Junior Faculty, University of North Carolina, March 2012.
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Leeds School of Business, University of Colorado Boulder, Marketing Division Seminar, January 2012.
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Division of Economics and Business, Colorado School of Mines, November 2011.
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Leeds School of Business, University of Colorado Boulder, Management Division Seminar, November 2011.
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College of Business, City University of Hong Kong, February 2011.
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Department of Industrial Engineering and Logistics Management, Hong Kong University of Science and Technology, February 2011.
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HP Labs, Palo Alto, California, February 2011.
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Lee Kong Chian School of Business, Singapore Management University, Singapore, February 2011.
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Leavey School of Business, Santa Clara University, Santa Clara, California, January 2011.
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College of Business, University of Wyoming, Laramie, Wyoming, January 2011.
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Krannert School of Management, Purdue University, West Lafayette, Indiana, January 2011.
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Leeds School of Business, University of Colorado Boulder, Boulder, Colorado, January 2011.
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Invited tutorial lecture on "Dynamic Pricing in Revenue Management", SOCCER 2010, University of Heidelberg, Germany, July 2010.
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GERAD, University of Montreal, Canada, March 2010.
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Smith School of Business, University of Maryland, February 2010.
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Transat A.T. Inc., Montreal, Canada, September 2008.
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School of Management, Southwest Jiao Tong University, China, January 2008.
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Desautels Faculty of Management, McGill University, Montreal, Canada, January 2007.
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Department of Mechanical and Industrial Engineering, University of Illinois at Chicago, Chicago, Illinois, February 2006.
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Graduate School of Business, University of Chicago, Chicago, Illinois, March 2005.
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NUS Business School, National University of Singapore, Singapore, February 2005.
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Department of Industrial Engineering, Texas A\&M University, College Station, Texas, February 2005.
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Department of Industrial and Manufacturing Systems Engineering, University of Texas at Arlington, Arlington, Texas, February 2005.
Conference Presentations
(* indicates presentations made by co-authors)
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"Approximate Linear Programming for A Queueing Control Problem."
- INFORMS Annual Meeting, October 20--23, 2019, Seattle, Washington*
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"Service Product Design and Consumer Refund Policies."
- INFORMS Annual Meeting, October 20--23, 2019, Seattle, Washington*
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"Reformulations of Approximate Linear Programs."
- INFORMS Annual Meeting, November 4--7, 2018, Phoenix, Arizona*
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"Approximate Dynamic Programming for Medical Appointment Scheduling"
- INFORMS Annual Meeting, November 4--7, 2018, Phoenix, Arizona*
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"Finite-Horizon Approximate Linear Programs for an Infinite-Horizon Revenue Management Problem."
- INFORMS Annual Meeting, November 4--7, 2018, Phoenix, Arizona*
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"Approximate Dynamic Programming for a Queueing Control Problem."
- INFORMS Annual Meeting, November 4--7, 2018, Phoenix, Arizona*
- INFORMS RM Section Conference, Toronto, Canada, June 19--20, 2018*
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"Managing Hotel Cancellations"
- INFORMS Annual Meeting, November 7--13, 2020* (virtual)
- INFORMS Annual Meeting, November 4--7, 2018, Phoenix, Arizona*
- INFORMS RM Section Conference, Toronto, Canada, June 19--20, 2018*
- INFORMS Annual Meeting, October 22-25, 2017, Houston, Texas
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"Service Product Design and Consumer Refund Policies"
- INFORMS Annual Meeting, October 22-25, 2017, Houston, Texas*
- IFORS Annual Conference, July 17-21, 2017, Quebec City, Quebec, Canada*
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"Some Recent Results on Linear Programming Based Approximate Dynamic Programming" (plenary)
- International Workshop on Supply Chain Management, June 23--25, 2017, Shanghai, China
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"An Origin-Destination Decomposition Method for Network Revenue Management"
- INFORMS Annual Meeting, October 22-25, 2017, Houston, Texas*
- POMS 28th Annual Conference May 5-8, 2017, Seattle, WA*
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"Approximate Dynamic Programming for Network Pricing Problems"
- INFORMS Annual Meeting, November 4--7, 2018, Phoenix, Arizona
- INFORMS Annual Meeting, October 22-25, 2017, Houston, Texas*
- POMS 28th Annual Conference May 5-8, 2017, Seattle, WA*
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"An Approximate Dynamic Programming Approach to a Rolling-horizon Appointment Scheduling Problem"
- INFORMS RM Section Conference, Toronto, Canada, June 19--20, 2018*
- INFORMS Annual Meeting, October 22-25, 2017, Houston, Texas*
- 2013 INFORMS Annual Meeting, Minneapolis, Minnesota, October 6--9, 2013
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"A Model of Consumer Loyalty Reward Programs"
- 2016 INFORMS International Meeting, Kona, Hawaii, June 12--15, 2016
- 2014 INFORMS Annual Meeting, San Francisco, California, November 9--12, 2014
- INFORMS RM Section Conference, Istanbul, Turkey, June 4--6, 2014
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"Service Encounters at an Outpatient Care Clinic"
- 2015 INFORMS Annual Meeting, Philadelphia, PA, November 1--4, 2015 *
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"Solving Large-Scale Network Revenue Management Problems: An Aggregation Perspective"
- 2014 INFORMS Annual Meeting, San Francisco, California, November 9--12, 2014 *
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"A Markov Chain Model of Military Personnel Dynamics"
- 7th Annual Meeting of Midwest Economics Association, Evanston, Illinois, March 21 -- 23, 2014 *
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"The Promise and Peril of Dynamic Targeted Pricing"
- Frank M. Bass ?UT Dallas Frontiers of Research in Marketing Science (UT Dallas FORMS) Conference, Dallas, Texas, February 27 -- March 1, 2014 *
- 2013 INFORMS Annual Meeting, Minneapolis, Minnesota, October 6--9, 2013
- 35th ISMS Marketing Science Conference, Istanbul, Turkey, July 11--13, 2013 *
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"Reductions of Approximate Linear Programs for Network Revenue Management"
- AGIFORS Revenue Management 2015 and 2nd Chinese Airline Revenue Management Summit Joint Conference, Shanghai, China, May 13--16, 2015
- INFORMS RM Section Conference, Istanbul, Turkey, June 4--6, 2014 *
- 2013 INFORMS Annual Meeting, Minneapolis, Minnesota, October 6--9, 2013 *
- 6th CSAMSE Annual Conference, Peking University, June 30--July 2, 2013
- POMS Annual Conference, Denver, May 3--6, 2013
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"A New Approach to Hotel Pricing"
- 2012 INFORMS Annual Meeting, Phoenix, Arizona, October 14--17, 2012
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"A Dynamic Disaggregation Approach to Approximate Linear Programs for Network Revenue Management"
- 2012 INFORMS Annual Meeting, Phoenix, Arizona, October 14--17, 2012
- 2012 INFORMS MSOM Conference, Columbia Business School, June 17--19, 2012
- Second Annual Operations Management Research Symposium, UNC Kenan-Flagler Business School, March 24, 2012
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"Markdown Pricing under Uncertain Strategic Customer Behavior"
- INFORMS Annual Meeting, Charlotte, NC, November 13--16, 2011
- "Supplier Alliances under Default Risk"
- 2014 INFORMS Annual Meeting, San Francisco, California, November 9--12, 2014 *
- 2013 INFORMS Annual Meeting, Minneapolis, Minnesota, October 6--9, 2013 *
- 6th CSAMSE Annual Conference, Peking University, June 30--July 2, 2013 *
- INFORMS Annual Meeting, Charlotte, NC, November 13--16, 2011 *
- IMST, Montreal, QC July 2011 *
- POMS Annual Meeting, Reno, NV, May 2011 *
- INTRIM, Syracuse, NY, August 2010 *
- OCSAMSE, Beijing, China, July 2010 *
- POMS Annual Conference, Vancouver, BC, Canada, May 2010 *
- POMS Annual Conference, Denver, May 3--6, 2013 *
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"Admission Policies in a Neurological Hospital Ward"
- 2014 INFORMS Annual Meeting, San Francisco, California, November 9--12, 2014
- 2013 INFORMS Annual Meeting, Minneapolis, Minnesota, October 6--9, 2013 *
- INFORMS Healthcare 2013, Chicago, IL, June 23--26, 2013 *
- 2012 INFORMS Annual Meeting, Phoenix, Arizona, October 14--17, 2012 *
- INFORMS Annual Meeting, Charlotte, NC, November 13--16, 2011 *
- INFORMS Healthcare Conference 2011, Montreal, Canada, June 20-22, 2011 *
- POMS Annual Conference, Denver, May 3--6, 2013 *
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"Dynamic Pricing Competition with Strategic Customers under Vertical Product Differentiation"
- INFORMS Annual Meeting, Charlotte, NC, November 13--16, 2011
- INFORMS Annual Meeting, Austin, TX, November 7--10, 2010
- INFORMS RM Section Conference, Cornell University, June 16--18, 2010
- Mostly OM 2010, Tsinghua University, May 26--28, 2010 *
- INFORMS Annual Meeting, San Diego, CA, October 11--14, 2009
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"Does the Opaque Channel Increase Revenues? Empirical Evidence from the Airline Industry"
- INFORMS RM Section Conference, Cornell University, June 16--18, 2010
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"An Improved Dynamic Programming Decomposition Approach for Network Revenue Management"
- Choice-based Revenue Management Conference, Georgia Institute of Technology, May 21--22, 2012
- INFORMS Annual Meeting, San Diego, CA, October 11--14, 2009
- MSOM 2009 Conference, MIT, June 28--30, 2009
- INFORMS RM Section Conference, Northwestern University, June 22--23, 2009
- AGIFORS RM and Cargo 2009, Amsterdam, Netherlands, May 17--18, 2009
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"Estimation, Pricing, and Strategic Customer Behavior"
- INFORMS Annual Meeting, San Diego, CA, October 11--14, 2009
- MSOM 2009 Conference, MIT, June 28--30, 2009 *
- INFORMS Annual Meeting, Washington DC, October 12--15, 2008
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"Incorporating Competitive Price Information in Revenue Management"
- PROS 13th Annual RM Conference, Houston, Texas, April 22-25, 2007
- AGIFORS RM and Cargo 2007, Jeju Island, South Korea, May 14--17, 2007 *
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"Pricing and Capacity Management for Multi-Class Stochastic Service Systems"
- MSOM 2008 Conference, University of Maryland, June 5--6, 2008.
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"Price and Quantity Competition in Dynamic Revenue Management"
- INFORMS Annual Meeting, Washington DC, October 12--15, 2008
- INFORMS RM Section Conference, Montreal, Canada, June 18--20, 2008.
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"An Approximate Dynamic Programming Approach to Network Revenue Management with Customer Choice"
- INFORMS RM Section Conference, New York, June 5, 2006
- INFORMS Annual Meeting, Pittsburgh, November 7, 2006
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"Managing Clearance Sales in the Presence of Strategic Customers"
- INFORMS Annual Meeting, San Francisco, CA, November 13, 2005
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"Revenue Management for Parallel Flights with Customer Choice Behavior"
- INFORMS Annual Meeting, Atlanta, October 19, 2003
- INFORMS Revenue Management and Pricing Section Conference, New York, June 5--6, 2003 *