Mitigating Recommendation Biases via Group-Alignment and Global-Uniformity in Representation Learning.
ACM Trans. Intell. Syst. Technol., October, 2024
Enhancing ID-based Recommendation with Large Language Models.
CoRR, 2024
Improving Cognitive Diagnosis Models with Adaptive Relational Graph Neural Networks.
CoRR, 2024
Popularity-Aware Alignment and Contrast for Mitigating Popularity Bias.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Improving Recommendation Fairness via Data Augmentation.
Proceedings of the ACM Web Conference 2023, 2023
Disentangling Cognitive Diagnosis with Limited Exercise Labels.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
FairCF: fairness-aware collaborative filtering.
Sci. China Inf. Sci., 2022
Investigating Accuracy-Novelty Performance for Graph-based Collaborative Filtering.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Learning Fair Representations for Bipartite Graph based Recommendation.
CoRR, 2021
Learning Fair Representations for Recommendation: A Graph-based Perspective.
Proceedings of the WWW '21: The Web Conference 2021, 2021
Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
MixSeq: Connecting Macroscopic Time Series Forecasting with Microscopic Time Series Data.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
A Hierarchical Attention Model for Social Contextual Image Recommendation.
IEEE Trans. Knowl. Data Eng., 2020
Learning to Transfer Graph Embeddings for Inductive Graph based Recommendation.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Revisiting Graph Based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Quality-Aware Unpaired Image-to-Image Translation.
IEEE Trans. Multim., 2019
Learning from visual content and style: an image-enhanced recommendation model.
CCF Trans. Pervasive Comput. Interact., 2019
Personalized Multimedia Item and Key Frame Recommendation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
A Subtopic Taxonomy-Aware Framework for Diversity Evaluation.
Proceedings of the 5th International Workshop on Evaluating Information Access, 2013