Search Results for author: Tianhao Shi

Found 3 papers, 1 papers with code

SphereHead: Stable 3D Full-head Synthesis with Spherical Tri-plane Representation

no code implementations8 Apr 2024 Heyuan Li, Ce Chen, Tianhao Shi, Yuda Qiu, Sizhe An, GuanYing Chen, Xiaoguang Han

We further introduce a view-image consistency loss for the discriminator to emphasize the correspondence of the camera parameters and the images.

Face Generation

Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems

no code implementations25 Dec 2023 Tianhao Shi, Yang Zhang, Zhijian Xu, Chong Chen, Fuli Feng, Xiangnan He, Qi Tian

Rather than directly dismissing the role of incremental learning, we ascribe this lack of anticipated performance improvement to the mismatch between the LLM4Recarchitecture and incremental learning: LLM4Rec employs a single adaptation module for learning recommendation, hampering its ability to simultaneously capture long-term and short-term user preferences in the incremental learning context.

Incremental Learning Language Modelling +2

Reformulating CTR Prediction: Learning Invariant Feature Interactions for Recommendation

1 code implementation26 Apr 2023 Yang Zhang, Tianhao Shi, Fuli Feng, Wenjie Wang, Dingxian Wang, Xiangnan He, Yongdong Zhang

However, such a manner inevitably learns unstable feature interactions, i. e., the ones that exhibit strong correlations in historical data but generalize poorly for future serving.

Click-Through Rate Prediction Disentanglement +1

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