CV

Education

• B.E. in Electronics and Communication, Anna University, 2015
• M.E. in Information and Communication, Chosun University, 2014
• Ph.D in Artificial Intelligence, University of Agder, 2022 (expected)

Work experience

• 2019-2022: PhD Research Fellow
  • University of Agder
  • Area: Interpretability in Natural Language Processing
  • Supervisor: Professor Lei Jiao
• 2019-2019: Lecturer
  • Softwarica College of IT
  • Course: Introduction to Python, Introduction to Algorithm
• 2015-2017: NOC support Engineer
  • Huawei Technology
  • Project: Nepal Telecom Assured and Maintenance Service (AMS)

Skills

• Machine Learning
• Deep Learning
  • LSTM
  • Attention
  • Transformers
• Python
• Explainable Machine Learning

Publications

BLE beacon based indoor positioning using variance-weighted KNN.

Rohan Kumar Yadav, Jae-Young Pyun (2018). "BLE beacon based indoor positioning using variance-weighted KNN." Korean Communication Society.

Geomagnetic Field Based Indoor Landmark Classification Using Deep Learning.

Bimal Bhattarai, Rohan Kumar Yadav, Hui-Seon Gang, Jae-Young Pyun (2019). "Geomagnetic Field Based Indoor Landmark Classification Using Deep Learning." IEEE Access.

Trusted K Nearest Bayesian Estimation for Indoor Positioning System.

Rohan Kumar Yadav, Bimal Bhattarai, Hui-Seon Gang, Jae-Young Pyun (2019). "Trusted K Nearest Bayesian Estimation for Indoor Positioning System." IEEE Access.

Indoor Space Classification Using Cascaded LSTM.

Rohan Kumar Yadav, Bimal Bhattarai, Lei Jiao, Ole-Christoffer Granmo, and Morten Goodwin (2020). "Indoor Space Classification Using Cascaded LSTM." ICIEA.

Human-Level Interpretable Learning for Aspect-Based Sentiment Analysis.

Rohan Kumar Yadav, Lei Jiao, Ole-Christoffer Granmo, and Morten Goodwin (2021). "Human-Level Interpretable Learning for Aspect-Based Sentiment Analysis." AAAI.

Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling.

K. Darshana Abeyrathna, Bimal Bhattarai, Morten Goodwin, Saeed Gorji, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Rohan K. Yadav (2021). "Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling." ICML.

Positionless Aspect based Sentiment Analysis Using Attention Mechanism.

Rohan Kumar Yadav, Lei Jiao, Morten Goodwin and Ole-Christoffer Granmo (2021). "Positionless Aspect based Sentiment Analysis Using Attention Mechanism." Knowledge-Based System.