45 citations
- Kuaishou (China)12 papers
- Tsinghua UniversityCN5 papers
- City University of Hong KongHK3 papers
- Peking UniversityCN3 papers
- Beijing Institute of TechnologyCN2 papers
- Hong Kong Polytechnic UniversityHK2 papers
- Nanyang Technological UniversitySG2 papers
- Peng Cheng LaboratoryCN2 papers
- University of Chinese Academy of SciencesCN2 papers
- University Town of ShenzhenCN2 papers
- Xi'an Jiaotong UniversityCN2 papers
- Beijing Jiaotong UniversityCN1 paper
23 papers
ConAlign: Conditional Alignment Framework for Balancing Biased and Unbiased Recommendation
Jingcheng Zhang, Yihan Wang, Qi Song +1
Industry recommender systems trained on observational data suffer from various biases that create filter bubbles, causing user interests to collapse into narrow categories and seve…
RECAP: Feedback-Driven Streaming Semantic User Profiles for Short-Video Recommendation
Ziyi Zhao, Xiaoyou Zhou, Xiao Lv +13
Language-based user profiles convert long behavioral histories into explicit semantic representations for recommendation. However, most profile generators are optimized in an open…
Coarse-to-Fine Long-term Interest Modeling for Generative Recommendation
Shiteng Cao, Junda She, Bin Zeng +9
Leveraging long-term user behavioral patterns is a key trajectory for enhancing the accuracy of modern recommender systems. While generative recommender systems have emerged as a t…
DiffGRM: Diffusion-based Generative Recommendation Model
Zhao Liu, Yichen Zhu, Yiqing Yang +7
Generative recommendation (GR) is an emerging paradigm that represents each item via a tokenizer as an n-digit semantic ID (SID) and predicts the next item by autoregressively gene…
MPFormer: Adaptive Framework for Industrial Multi-Task Personalized Sequential Retriever
Yijia Sun, Shanshan Huang, Linxiao Che +4
Modern industrial recommendation systems encounter a core challenge of multi-stage optimization misalignment: a significant semantic gap exists between the multi-objective optimiza…
Arrival flow profile estimation and predication for urban arterials using license plate recognition data
Hao Wu, Jiarong Yao, Peize Kang +5
Arrival flow profiles enable precise assessment of urban arterial dynamics, aiding signal control optimization. License Plate Recognition (LPR) data, with its comprehensive coverag…