I currently serve as the Chief Scientist of Tezign (a tech startup based in Shanghai, China backed by VC firms like Sequoia Capital and Hearst Ventures) and an Independent Director for So-Young International Inc. (NASDAQ: SY - the largest social community in China for consumers, professionals, and service providers in the medical aesthetics industry).
“A Two-Phase Approach for Abstractive Podcast Summarization” (with Chujie Zheng, Kunpeng Zhang, and Ling Fan), Text REtrieval Conference (TREC) Podcasts Track, 2020 (arXiv link).
“A Baseline Analysis for Podcast Abstractive Summarization” (with Chujie Zheng, Kunpeng Zhang, and Ling Fan), Workshop on Podcast Recommendations, ACM Recommender Systems Conference (RecSys), 2020 (arXiv link).
“A Framework and Dataset for Abstract Art Generation via CalligraphyGAN” (with Jinggang Zhuo and Ling Fan), NeurIPS Workshop on Machine Learning for Creativity and Design, Vancouver, Canada, 2020 (arXiv link).
“Unifying Online and Offline Preference for Social Link Prediction” (with Fan Zhou, Bangying Wu, Kunpeng Zhang, and Yi Yang), INFORMS Journal on Computing, 2020, forthcoming.
“Peer Effects in Competitive Environments: Field Experiments on Information Provision and Interventions” (with Zhuoxin Li and Gang Wang), MIS Quarterly, 2020, forthcoming.
“Recommendation with diversity: an adaptive trust-aware model” (with Ting Yu, Wenhua Li, Junpeng Guo, and Ling Fan), Decision Support Systems, 2019.
“An intelligent conversation engineering framework for developing dialogue systems,” Winter Conference on Business Analytics, March 7-9, Snowbird, Utah, 2019.
“The OneConn-MemNN System for Knowledge-Grounded Conversation Modeling,” (with Junyuan Zheng, Surya Kasturi, Mason Lin, Xin Chen, and Onkar Salvi), The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), January 27-February 1, Honolulu, Hawaii, USA, 2019.
“Personalized recommendation based on time-weighted overlapping community detection,” (with Haoyuan Feng, Jin Tian, and Minqiang Li), Information and Management, Volume 52, Issue 7, 2015, Pages 789–800.
“An Analytical Framework for Understanding Knowledge Sharing Processes in Online Q&A Communities,” (with G. Alan Wang, Jiexun Li, Weiguo Fan, and Alan Abrahams), ACM Transactions on Management Information Systems, Volume 5 Issue 4, 2015.
“An Intelligent Approach to Data Extraction and Task Identification for Process Mining,” (with Jiexun Li and Xue Bai), Information Systems Frontiers, Volume 17, Issue 6, pp 1195-1208, 2015.
“On Risk Management with Information Flows in Business Processes,” (with Xue Bai, Ramayya Krishnan, and Rema Padman), Information Systems Research, Volume 24, Issue 3, pp. 731-749, 2013.