Against opacity: Explainable ai and large language models for effective digital advertising
Q Yang, M Ongpin, S Nikolenko, A Huang… - Proceedings of the 31st …, 2023 - dl.acm.org
The opaqueness of modern digital advertising, exemplified by platforms such as Meta Ads,
raises concerns regarding their autonomous control over audience targeting, pricing …
raises concerns regarding their autonomous control over audience targeting, pricing …
Contrastive intra-and inter-modality generation for enhancing incomplete multimedia recommendation
With the rapid growth of multimedia-sharing platforms (eg Twitter and TikTok), multimedia
recommender systems have become fundamental for helping users alleviate information …
recommender systems have become fundamental for helping users alleviate information …
Data Augmented Graph Neural Networks for Personality Detection
Personality detection is a fundamental task for user psychology research. One of the biggest
challenges in personality detection lies in the quantitative limitation of labeled data collected …
challenges in personality detection lies in the quantitative limitation of labeled data collected …
AlignGroup: Learning and Aligning Group Consensus with Member Preferences for Group Recommendation
Group activities are important behaviors in human society, providing personalized
recommendations for groups is referred to as the group recommendation task. Existing …
recommendations for groups is referred to as the group recommendation task. Existing …
Sensing Micro-Motion Human Patterns using Multimodal mmRadar and Video Signal for Affective and Psychological Intelligence
Affective and psychological perception are pivotal in human-machine interaction and
essential domains within artificial intelligence. Existing physiological signal-based affective …
essential domains within artificial intelligence. Existing physiological signal-based affective …
"Just To See You Smile": SMILEY, a Voice-Guided GUY GAN
In this technical demonstration, we present SMILEY, a voice-guided virtual assistant. The
system utilizes a deep neural architecture ContraCLIP to manipulate facial attributes using …
system utilizes a deep neural architecture ContraCLIP to manipulate facial attributes using …
SoCraft: Advertiser-level Predictive Scoring for Creative Performance on Meta
A Huang, Q Yang, S Nikolenko, M Ongpin… - Proceedings of the …, 2023 - dl.acm.org
In this technical demonstration, we present SoCraft, a framework to build an advertiser-level
multimedia ad content scoring platform for Meta Ads. The system utilizes a multimodal deep …
multimedia ad content scoring platform for Meta Ads. The system utilizes a multimodal deep …
PCENet: Psychological Clues Exploration Network for Multimodal Personality Assessment
Multimodal personality assessment aims to identify and express human personality traits in
videos. Existing methods primarily focus on multimodal fusion while ignoring the inherent …
videos. Existing methods primarily focus on multimodal fusion while ignoring the inherent …
Personality Analysis from Online Short Video Platforms with Multi-domain Adaptation
Personality analysis from online short videos has gained prominence due to its applications
in personalized recommendation systems, sentiment analysis, and human-computer …
in personalized recommendation systems, sentiment analysis, and human-computer …