List of works - Julian John McAuley

A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)

scientific article published on 25 August 2024

AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems

scientific article published on 08 May 2024

Amazon product data

dataset by Julian McAuley from article published in 2015

CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation

scientific article published on 25 August 2024

Community Detection in Networks with Node Attributes ⬇️

Detecting cohesive and 2-mode communities indirected and undirected networks

Discovering social circles in ego networks

Finding progression stages in time-evolving event sequences

First Workshop on Generative AI for Recommender Systems and Personalization

scientific article published on 25 August 2024

Forecasting Live Chat Intent from Browsing History

scientific article published on 20 October 2024

Generative Flow Network for Listwise Recommendation

scientific article published on 04 August 2023

Hidden factors and hidden topics

scholarly article published 2013

Image Labeling on a Network: Using Social-Network Metadata for Image Classification

Inferring Networks of Substitutable and Complementary Products

scientific article published on 2015

International Workshop on Online and Adaptive Recommender Systems (OARS 2024)

scientific article published on 20 October 2024

Large Language Models as Zero-Shot Conversational Recommenders

Learning Attitudes and Attributes from Multi-aspect Reviews

Multi-Behavior Generative Recommendation

scientific article published on 20 October 2024

Neighborhood-Based Collaborative Filtering for Conversational Recommendation

scientific article published on 08 October 2024

The 1st International Workshop on Risks, Opportunities, and Evaluation of Generative Models in Recommendation (ROEGEN)

scientific article published on 08 October 2024

The First Workshop on Personalized Generative AI @ CIKM 2023: Personalization Meets Large Language Models

scientific article published on 21 October 2023

List of works by Julian John McAuley

A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)

AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems

Amazon product data

CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation

Community Detection in Networks with Node Attributes ⬇️

Detecting cohesive and 2-mode communities indirected and undirected networks

Discovering social circles in ego networks

Finding progression stages in time-evolving event sequences

First Workshop on Generative AI for Recommender Systems and Personalization

Forecasting Live Chat Intent from Browsing History

Generative Flow Network for Listwise Recommendation

Hidden factors and hidden topics

Image Labeling on a Network: Using Social-Network Metadata for Image Classification

Inferring Networks of Substitutable and Complementary Products

International Workshop on Online and Adaptive Recommender Systems (OARS 2024)

Large Language Models as Zero-Shot Conversational Recommenders

Learning Attitudes and Attributes from Multi-aspect Reviews

Multi-Behavior Generative Recommendation

Neighborhood-Based Collaborative Filtering for Conversational Recommendation

The 1st International Workshop on Risks, Opportunities, and Evaluation of Generative Models in Recommendation (ROEGEN)

The First Workshop on Personalized Generative AI @ CIKM 2023: Personalization Meets Large Language Models