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Junyao Xiang

3 accepted papers

2025

Group Modeling and Recommendation Based on Multi-Behavior Interactions in Live Streaming E-Commerce

ICASSP 2025accepted

The live streaming e-commerce paradigm is experiencing a meteoric surge, distinguished by hosts dynamically showcasing products via live videos and fostering interactive engagement with their viewers. Although a streamer may not cater to every individual’s tastes, it is imperative that it resonates…

Cited by 0SourceScholar
2022

Denoising-Guided Deep Reinforcement Learning For Social Recommendation

ICASSP 2022accepted

Social recommendation (SR) aims to enhance the performance of recommendations by incorporating social information. However, such information is not always reliable, e.g., some of the friends may share similar preferences with the user on a specific item, while others may be irrelevant to this item d…

Cited by 0SourceScholar
2022

MTAF: Shopping Guide Micro-Videos Popularity Prediction Using Multimodal and Temporal Attention Fusion Approach

ICASSP 2022accepted

Predicting the popularity of shopping guide micro-videos incorporating merchandise is crucial for online advertising. What are the significant factors affecting the popularity of the micro-video? How to extract and effectively fuse multiple modalities for the micro-video popularity prediction? This…

Cited by 0SourceScholar