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Junsheng Jin

3 accepted papers

2024

Towards Reliable Advertising Image Generation Using Human Feedback

ECCV 2024poster

"In the e-commerce realm, compelling advertising images are pivotal for attracting customer attention. While generative models automate image generation, they often produce substandard images that may mislead customers and require significant labor costs to inspect. This paper delves into increasing…

2023

Blending Advertising with Organic Content in E-commerce via Virtual Bids

AAAI 2023technical

It has become increasingly common that sponsored content (i.e., paid ads) and non-sponsored content are jointly displayed to users, especially on e-commerce platforms. Thus, both of these contents may interact together to influence their engagement behaviors. In general, sponsored content helps bran…

Cited by 7SourcePDFScholar
2020

Kalman Filtering Attention for User Behavior Modeling in CTR Prediction

NeurIPS 2020spotlight

Click-through rate (CTR) prediction is one of the fundamental tasks for e-commerce search engines. As search becomes more personalized, it is necessary to capture the user interest from rich behavior data. Existing user behavior modeling algorithms develop different attention mechanisms to emphasize…