CV

Education

• M.S. in Data Science
  • College of Electrical Engineering and Computer Science, National Taiwan University (國立台灣大學), 2019
  • Advisor: Dr. Hsin-hsi Chen (陳信希) [link] and Dr. Sheng-wei Chen (陳昇瑋) [link]
• B.S. in Industrial Engineering
  • College of Engineering, National Tsing University (國立清華大學), 2017
  • Program [link]:
    • Data Science [link]
    • Innovative Design [link]

Work experience

• Summer 2017: Data Scientist Intern
  • Taiwan Semiconductor Manufacturing Company Limited (台積電), Taiwan
  • Deploy the state-of-the-art machine learning models to enhance the performance of demand forecasting
  • Supervisor: Dr. Fang-Fang Wang
• 2017-2018: Research Assistant
  • Academia Sinica (中央研究院), Taiwan
  • Research interests: Data Mining, Information Retrieval, and Natural Language Processing using DeepLearning
  • Supervisor: Dr. Sheng-wei Chen
• Summer 2016: Intern of Marketing Strategy Division
  • Inventec Corporation (英業達), Beijing
  • Conduct research for business development in Industrial 4.0 and Internet of Things
  • Supervisor: 王煥

Skills

• Programming Language:
  • Python
  • R
• Research:
  • Deep learning for Natural Language Processing
  • Deep learning for Computer Vision
• For fun:
  • Simulation
  • Information Retrieval

Publications

Visual Concept Selection with Textual Knowledge for Understanding Activities of Daily Living and Life Moment Retrieval

Tsun-Hsien Tang, Min-Huan Fu, Hen-Hsen Huang, Kuan-Ta Chen and Hsin-Hsi Chen (2018). “Visual Concept Selection with Textual Knowledge for Understanding Activities of Daily Living and Life Moment Retrieval.” In Working Notes of Conference and Labs of the Evaluation Forum (CLEF 2018), Avignon, France, 10-14 September 2018.

Truncated SVD-based Feature Engineering for Short Video Understanding and Recommendation

Tsun-Hsien Tang, Kuan-Ta Chen and Hsin-Hsi Chen (2019). “Truncated SVD-based Feature Engineering for Short Video Understanding and Recommendation.” In Proceedings of IEEE International Conference on Multimedia and Expo 2019, Short Video Understanding Challenge, July 8-12, 2019, Shanghai, China.

FinSense: An Assistant System for Financial Journalists and Investors

Yi-Ting Liou, Chung-Chi Chen, Tsun-Hsien Tang, Hen-Hsen Huang, and Hsin-Hsi Chen. 2021. FinSense: An Assistant System for Financial Journalists and Investors. In Proceedings of the 14th ACM International Conference on Web Search and Data Mining (WSDM 2021).

Retrieving Implicit Information for Stock Movement Prediction

Tsun-Hsien Tang, Chung-Chi Chen, Hen-Hsen Huang, and Hsin-Hsi Chen. 2021. Retrieving Implicit Information for Stock Movement Prediction. In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021).

Teaching

Teaching assistant

Honor

• IEEE ICME Grand Challenge $3^{rd}$ prize (2019) [link]
• ACM SIGIR Student Travel Grant (2018)
• Three Presidential Awards 書卷獎 (Top 5%) (2013-2017)
• Conference of Chinese Institute of Industrial Engineers - Student Paper Contest 1st prize (2017)
• Hui-Chun Chin and Tsung-Dao Lee Chinese Undergraduate Research Endowment 秦惠莙与李政道中国大学生见习进修基金 (Top 1%) (2015)