Yunheng Shen

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Diffusion Processes

Pattern Generation

Discrete Geometry

Top Venues

Expert Syst. Appl.

ACM Trans. Intell. Syst. Technol.

Publications

Zixiao Wang, Yunheng Shen, Xufeng Yao, Wenqian Zhao, Yang Bai, Farzan Farnia, Bei Yu
ChatPattern: Layout Pattern Customization via Natural Language. CoRR (2024)
Yunheng Shen, Haoxiang Wang, Hairong Lv
Federated Learning with Classifier Shift for Class Imbalance. CoRR (2023)
Xiang Liu, Liangxi Liu, Feiyang Ye, Yunheng Shen, Xia Li, Linshan Jiang, Jialin Li
FedLPA: Personalized One-shot Federated Learning with Layer-Wise Posterior Aggregation. CoRR (2023)
Tianheng Wang, Ling Zheng, Hairong Lv, Chenghu Zhou, Yunheng Shen, Qinjun Qiu, Yan Li, Pufan Li, Guorui Wang
A distributed joint extraction framework for sedimentological entities and relations with federated learning. Expert Syst. Appl. 213 (Part) (2023)
Zixiao Wang, Yunheng Shen, Wenqian Zhao, Yang Bai, Guojin Chen, Farzan Farnia, Bei Yu
DiffPattern: Layout Pattern Generation via Discrete Diffusion. CoRR (2023)
Zixiao Wang, Farzan Farnia, Zhenghao Lin, Yunheng Shen, Bei Yu
On the Evaluation of Generative Models in Distributed Learning Tasks. CoRR (2023)
Zixiao Wang, Yunheng Shen, Wenqian Zhao, Yang Bai, Guojin Chen, Farzan Farnia, Bei Yu
DiffPattern: Layout Pattern Generation via Discrete Diffusion. DAC (2023)
Jinxiang Ou, Yunheng Shen, Feng Wang, Qiao Liu, Xuegong Zhang, Hairong Lv
AggEnhance: Aggregation Enhancement by Class Interior Points in Federated Learning with Non-IID Data. ACM Trans. Intell. Syst. Technol. 13 (6) (2022)