Siheng Ren

According to our database, Siheng Ren authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

UniDWM: Towards a Unified Driving World Model via Multifaceted Representation Learning.

Shuai Liu, Siheng Ren, Xiaoyao Zhu, Quanmin Liang, Zefeng Li, Qiang Li, Xin Hu, Kai Huang

CoRR, February, 2026

2025

FedPillarNet: Unifying personalized and global features for federated 3D LiDAR object detection.

Boyang Li, Siheng Ren, Shuai Zhao, Mingyue Cui, Kai Huang

J. Syst. Archit., 2025

TeamFed: Teamwork Principles-Inspired Federated Learning for 3D Object Detection.

Siheng Ren, Boyang Li, Shuai Liu, Jiahui Liao, Mingyue Cui, Kai Huang

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

2024

FedDeSnowNet: Federated De-snowing Network for LiDAR Point Clouds.

Zhiyu Fang, Boyang Li, Jiahui Liao, Siheng Ren, Kai Huang

Proceedings of the Network and Parallel Computing, 2024