Bichen Shi

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 10

Top Topics

Exploration Exploitation Dilemma

Reinforcement Learning

Recommender Systems

Top Venues

Publications

Elias Z. Tragos, Diarmuid O'Reilly-Morgan, James Geraci, Bichen Shi, Barry Smyth, Cailbhe Doherty, Aonghus Lawlor, Neil Hurley
Keeping People Active and Healthy at Home Using a Reinforcement Learning-based Fitness Recommendation Framework. IJCAI (2023)
Jose A. Ayala-Romero, Péter Mernyei, Bichen Shi, Diego Mazón
KRAF: A Flexible Advertising Framework using Knowledge Graph-Enriched Multi-Agent Reinforcement Learning. CIKM (2022)
Bichen Shi, Elias Z. Tragos, Makbule Gulcin Ozsoy, Ruihai Dong, Neil Hurley, Barry Smyth, Aonghus Lawlor
DARES: An Asynchronous Distributed Recommender System Using Deep Reinforcement Learning. IEEE Access 9 (2021)
Bichen Shi, Makbule Gulcin Ozsoy, Neil Hurley, Barry Smyth, Elias Z. Tragos, James Geraci, Aonghus Lawlor
PyRecGym: a reinforcement learning gym for recommender systems. RecSys (2019)
Bichen Shi, Thanh-Binh Le, Neil Hurley, Georgiana Ifrim
Story Disambiguation: Tracking Evolving News Stories across News and Social Streams. CoRR (2018)
Bichen Shi, Gevorg Poghosyan, Georgiana Ifrim, Neil Hurley
Hashtagger+: Efficient High-Coverage Social Tagging of Streaming News. IEEE Trans. Knowl. Data Eng. 30 (1) (2018)
Tiep Mai, Bichen Shi, Patrick K. Nicholson, Deepak Ajwani, Alessandra Sala
Scalable Disambiguation System Capturing Individualities of Mentions. LDK (2017)
Georgiana Ifrim, Derek Greene, Mark T. Keane, Claudia Orellana-Rodriguez, Bichen Shi, Gevorg Poghosyan
On Supporting Digital Journalism: Case Studies in Co-Designing Journalistic Tools. CoRR (2017)
Bichen Shi, Georgiana Ifrim, Neil J. Hurley
Learning-to-Rank for Real-Time High-Precision Hashtag Recommendation for Streaming News. WWW (2016)
Tiep Mai, Bichen Shi, Patrick K. Nicholson, Deepak Ajwani, Alessandra Sala
Distributed Entity Disambiguation with Per-Mention Learning. CoRR (2016)
Bichen Shi, Michel P. Schellekens, Georgiana Ifrim
A Machine Learning Approach to Predicting the Smoothed Complexity of Sorting Algorithms. CoRR (2015)
Georgiana Ifrim, Bichen Shi, Igor Brigadir
Event Detection in Twitter using Aggressive Filtering and Hierarchical Tweet Clustering. SNOW-DC@WWW (2014)
Bichen Shi, Georgiana Ifrim, Neil Hurley
Be In The Know: Connecting News Articles to Relevant Twitter Conversations. CoRR (2014)
Bichen Shi, Georgiana Ifrim, Neil Hurley
Insight4News: Connecting News to Relevant Social Conversations. ECML/PKDD (3) (2014)