Search Results for author: Yujing Liu

Found 4 papers, 0 papers with code

Noisy Node Classification by Bi-level Optimization based Multi-teacher Distillation

no code implementations27 Apr 2024 Yujing Liu, Zongqian Wu, Zhengyu Lu, Ci Nie, Guoqiu Wen, Ping Hu, Xiaofeng Zhu

Furthermore, we design a new bi-level optimization strategy to dynamically adjust the teacher weight matrix based on the training progress of the student model.

Node Classification Representation Learning +1

Global Convergence of Online Identification for Mixed Linear Regression

no code implementations30 Nov 2023 Yujing Liu, Zhixin Liu, Lei Guo

Mixed linear regression (MLR) is a powerful model for characterizing nonlinear relationships by utilizing a mixture of linear regression sub-models.

regression

Adaptive Multi-Modality Prompt Learning

no code implementations30 Nov 2023 Zongqian Wu, Yujing Liu, Mengmeng Zhan, Jialie Shen, Ping Hu, Xiaofeng Zhu

Although current prompt learning methods have successfully been designed to effectively reuse the large pre-trained models without fine-tuning their large number of parameters, they still have limitations to be addressed, i. e., without considering the adverse impact of meaningless patches in every image and without simultaneously considering in-sample generalization and out-of-sample generalization.

Toward Automated Virtual Assembly for Prefabricated Construction: Construction Sequencing through Simulated BIM

no code implementations14 Mar 2020 Gilmarie O'Neill, Matthew Ball, Yujing Liu, Mojtaba Noghabaei, Kevin Han

Prefabricated construction methods require an adequate schedule and understanding by the contractors and constructors to be successful.

Scheduling Specificity

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