I am a Ph.D student at Machine Learning and Data-intensive Computing Lab at Rochester Institute of Technology, advised by Professor Qi Yu.

My research focuses on Recommender Systems, a machine learning principle that leverages historical interaction information to acquire knowledge of user bahvior that effectively selects users’s needed items from potentially overwhelming number of items. We mainly deal with cold-start recommendation problem where interactions are very limited to learn user’s behavior.

Publications

• “A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations”. Neupane, Krishna, et.al. AAAI Conference on Artificial Intelligence (AAAI) 2022
• “MetaEDL: Meta Evidential Learning For Uncertainty-Aware Cold-Start Recommendations”. Neupane, Krishna, et.al. International Conference on Data Mining (ICDM) 2021
• “CuVPP: Filter-based Longest Prefix Matching in Software Data Planes”. Kwon, Minseok, Neupane, Krishna, et.al. International Conference on Cluster Computing (CLUSTER) 2020
• “EmoD: An end-to-end approach for investigating emotion dynamics in software development”. Neupane, Krishna, et.al. International Conference on Software Maintenance and Evolution (ICSME) 2019
• “An approach for investigating emotion dynamics in software development”. Neupane, Krishna, International Conference on Automated Software Engineering (ASE) 2019

Academic Services

• Year 2021
  • IEEE International Conference on Services Computing(SCC):subreviewer
• Year 2020
  • IEEE International Conference on Cloud Computing(CLOUD):subreviewer
  • IEEE International Conference on Web Services (ICWS):subreviewer

Teaching Experience

• Data Mining and Data Warehousing (BIT371CO)
  • Undergraduate course, Data mining basics. In person.
  • 2013, Lecturer
• Computer Programming (BIT175CO)
  • Undergaduate course, C-programming basics. In person.
  • 2014, Lecturer
• Object Oriented Programming in C++ (BIT176CO)
  • Undergraduate course, OOPS basics. In person.
  • 2014,Lecturer
• Electronics Devices & Circuit (BIT130EC)
  • Undergrduate course, Basic circuit design theory and lab. In person.
  • 2015, Lecturer
• Microprocessor & Assembly Language (BIT272CO)
  • Undergrduate course, In person
  • 2016,Lecturer
• Numerical Methods (BIT280CO)
• Undergrduate course, In person

• 2016, Lecturer

• Computer Organization (BIT271CO)
• Undergrduate course, In person
• 2016, Lecturer CV ====== See my CV here