Multi-Hop Multi-View Memory Transformer for Session-Based Recommendation.
ACM Trans. Inf. Syst., November, 2024
RecLM: Recommendation Instruction Tuning.
CoRR, 2024
GraphPro: Graph Pre-training and Prompt Learning for Recommendation.
Proceedings of the ACM on Web Conference 2024, 2024
DiffMM: Multi-Modal Diffusion Model for Recommendation.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
RESUS: Warm-up Cold Users via Meta-learning Residual User Preferences in CTR Prediction.
ACM Trans. Inf. Syst., 2023
Graph Pre-training and Prompt Learning for Recommendation.
CoRR, 2023
Debiased Contrastive Learning for Sequential Recommendation.
Proceedings of the ACM Web Conference 2023, 2023
Automated Self-Supervised Learning for Recommendation.
Proceedings of the ACM Web Conference 2023, 2023
Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
Scenario-Adaptive Feature Interaction for Click-Through Rate Prediction.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Feature Staleness Aware Incremental Learning for CTR Prediction.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Masked Transformer for Neighhourhood-aware Click-Through Rate Prediction.
CoRR, 2022
Neighbour Interaction based Click-Through Rate Prediction via Graph-masked Transformer.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022