Search Results for author: Siya Qiu

Found 2 papers, 2 papers with code

Energy-Calibrated VAE with Test Time Free Lunch

1 code implementation7 Nov 2023 Yihong Luo, Siya Qiu, Xingjian Tao, Yujun Cai, Jing Tang

To address these issues, we introduce a conditional EBM for calibrating the generative direction of VAE during training, without requiring it for the generation at test time.

Image Generation Image Restoration

LSGNN: Towards General Graph Neural Network in Node Classification by Local Similarity

1 code implementation7 May 2023 Yuhan Chen, Yihong Luo, Jing Tang, Liang Yang, Siya Qiu, Chuan Wang, Xiaochun Cao

Motivated by it, we propose to use the local similarity (LocalSim) to learn node-level weighted fusion, which can also serve as a plug-and-play module.

Node Classification

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