4 citations · 6 across the 9 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
cs.IR2023
iHAS: Instance-wise Hierarchical Architecture Search for Deep Learning Recommendation Models
Yakun Yu, Shi-ang Qi, Jiuding Yang +2
Current recommender systems employ large-sized embedding tables with uniform dimensions for all features, leading to overfitting, high computational cost, and suboptimal generalizi…
cs.AI2023★ 2 cited
ConKI: Contrastive Knowledge Injection for Multimodal Sentiment Analysis
Yakun Yu, Mingjun Zhao, Shi-ang Qi +6
Multimodal Sentiment Analysis leverages multimodal signals to detect the sentiment of a speaker. Previous approaches concentrate on performing multimodal fusion and representation…
cs.LG2023★ 4 cited
An Effective Meaningful Way to Evaluate Survival Models
Shi-ang Qi, Neeraj Kumar, Mahtab Farrokh +5
One straightforward metric to evaluate a survival prediction model is based on the Mean Absolute Error (MAE) -- the average of the absolute difference between the time predicted by…