Portfolio item number 1
Published:
Short description of portfolio item number 1
Posts by Collection
portfolio
Portfolio item number 2
Published:
Short description of portfolio item number 2
publications
Serendipitous Recommendation in E-Commerce Using Innovator-Based Collaborative Filtering
Published in TCYB, 2018
This paper proposes a novel recommendation algorithm for serendipitous recommendation by introducing the concept of innovators.
Download here
G^3SR: Global Graph Guided Session-Based Recommendation
Published in TNNLS, 2018
A graph-based algorithm for session-based recommendation with global graph pretraining.
Download here
DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System
Published in AAAI, 2019
This paper is about incorporating representation learning-based methods and matching function learning-based methods in collaborative filtering. Python code is available.
Download here
Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning
Published in ICLR, 2022
A purely uncertainty-driven algorithm for offline reinforcement learning. Python code is available.
Download here
talks
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.