Teaching and Mentoring

• National Taiwan University Distinguished Teaching Award, 2021 (to 2025).
• National Taiwan University Outstanding Teaching Award, 2016, 2017, 2018, 2019, 2020.
• National Taiwan University Outstanding Mentoring Award (lifelong), 2013.
• National Taiwan University Distinguished Teaching Award, 2011 (to 2015).

Research

• Best Paper Runner-Up Award (with Wei-I Lin), the 2023 Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2023.
• Best Paper Award (with Yu-An Chung and Shao-Wen Yang), the 2020 Conference on Technologies and Applications of Artificial Intelligence (TAAI), 2020.
• Creative Young Scholar Award, Foundation for the Advancement of Outstanding Scholarship in Taiwan, 2017.
• Academic Contribution Award, EECS College of National Taiwan University, 2016.
• Best Paper Award (with Han-Jay Yang), the 2015 Conference on Technologies and Applications of Artificial Intelligence (TAAI), 2015.
• T.-Y. Wu Memorial Award, National Science Council of Taiwan, 2013.
• First Prize of Track 1 and First Prize of Track 2 (Member of the NTU Team), KDD Cup 2013.
• First Prize of Track 2 (Member of the NTU Team), KDD Cup 2012.
• First Place of Phase 1 (Member of the NTU Team), ICML Exploration and Exploitation Challenge 2012.
• K.-T. Li Young Researcher Award, ACM Taipei Chapter and IICM, 2012.
• First Prize of Track 1 and First Prize of Track 2 (Member of the NTU Team), KDD Cup 2011.
• First Prize of All Teams and First Prize of All Student Teams (Member of the NTU Team), KDD Cup 2010.
• Third Place of Extended Track (Member of the NTU Team), KDD Cup 2009.

Community Service

• Top Reviewer, International Conference on Artificial Intelligence and Statistics (AISTATS), 2022.
• Distinguished Area Chair, International Joint Conference on Artificial Intelligence (IJCAI), 2021.