I am a Computer Science PhD candidate (with distinction) at the University of Massachusetts Amherst (UMass) working with W. Bruce Croft. I am currently a research assistant at the Center for Intelligent Information Retrieval (CIIR). My research interests include various aspects of information retrieval (IR), recommender systems, and text mining. I am currently focusing on modeling the core IR problems, e.g., query representation, document representation, and ranking, via (deep) neural networks when large-scale training data is not available. I regularly publish at and serve as PC member in major IR venues. I am an ACM SIGIR Student Liaison, representing North and South Americas.

In Fall 2018, I teach CS646, the Information Retrieval course (PhD-level), at UMass Amhest. The course webpage is available here.

During my PhD, I completed two research internships at Google (summer 2016) and Microsoft (summer 2017). Prior to UMass, I was fortunate to be advised by Azadeh Shakery as a Master student at the University of Tehran, Iran.

dblp - Google Scholar

Academic Services

Selected Publications:

Invited Talks:

  • UMass Data Science Talk, Amherst, MA, October 24, 2018
  • Microsoft Research, Redmond, WA, September 18, 2018
  • Google Research, Mountain View CA, March 21, 2018
  • Amazon’s A9, Palo Alto CA, March 19, 2018 (with Bruce Croft and Qingyao Ai)
  • Yale University, New Haven CT, March 2, 2018 Link