Deep learning approach to link weight prediction. - Yuchen Hou; Lawrence B. Holder (IJCNN, 2017)

On Graph Mining With Deep Learning: Introducing Model R for Link Weight Prediction. - Yuchen Hou; Lawrence B. Holder (J. Artif. Intell. Soft Comput. Res., 2019)

静态图像行为标注众包系统的设计与实现 (Design and Implementation of Crowdsourcing System for Still Image Activity Annotation). - Yuchen Hou; Wei Wu (计算机科学, 2019)

Multimodal Deep Learning Model Unveils Behavioral Dynamics of V1 Activity in Freely Moving Mice. - Aiwen Xu; Yuchen Hou; Cristopher Niell; Michael Beyeler (NeurIPS, 2023)

Predicting the Temporal Dynamics of Prosthetic Vision. - Yuchen Hou; Laya Pullela; Jiaxin Su; Sriya Aluru; Shivani Sista; Xiankun Lu; Michael Beyeler (EMBC, 2024)

Self-Evolving Multi-Agent Collaboration Networks for Software Development. - Yue Hu; Yuzhu Cai; Yaxin Du; Xinyu Zhu; Xiangrui Liu; Zijie Yu; Yuchen Hou; Shuo Tang; Siheng Chen (ICLR, 2025)

TPST: A Traffic Flow Prediction Model Based on Spatial-Temporal Identity. - Yuchen Hou; Buqing Cao; Jianxun Liu 001; Changyun Li; Min Shi 001 (Concurr. Comput. Pract. Exp., 2025)

GNNs as Predictors of Agentic Workflow Performances. - Yuanshuo Zhang; Yuchen Hou; Bohan Tang; Shuo Chen; Muhan Zhang; Xiaowen Dong 001; Siheng Chen (CoRR, 2025)