Wencong Xiao

Researcher, ByteDance Inc.

Joined

December 2019

Names

Wencong Xiao (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

DBLP

Career & Education History

Researcher

ByteDance Inc. (bytedance.com)

2025 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Efficient Pre-Training of LLMs via Topology-Aware Communication Alignment on More Than 9600 GPUs
Guoliang He, Youhe Jiang, Wencong Xiao, Jiang Kaihua, Shuguang Wang, Jun Wang, Du Zixian, Zhuo Jiang, Xinlei Zhang, Binhang Yuan, Eiko Yoneki
- ES-FoMo III
- Readers: Everyone
Efficient Pre-Training of LLMs via Topology-Aware Communication Alignment on More Than 9600 GPUs
Guoliang HE, YOUHE JIANG, Wencong Xiao, Jiang Kaihua, Shuguang Wang, Jun Wang, Du Zixian, Zhuo Jiang, Xinlei Zhang, Binhang Yuan, Eiko Yoneki
- NeurIPS 2025 poster
- Readers: Everyone
Rubick: Exploiting Job Reconfigurability for Deep Learning Cluster Scheduling
Xinyi Zhang, Hanyu Zhao, Wencong Xiao, Xianyan Jia, Fei Xu, Yong Li, Wei Lin, Fangming Liu
- MLSys 2025
- Readers: Everyone
FusionAD: Multi-modality Fusion for Prediction and Planning Tasks of Autonomous Driving
Tengju Ye, Wei Jing, Chunyong Hu, Shikun Huang, lingping Gao, Jingke Wang, Fangzhen Li, Weibo Mao, Wencong Xiao, Kun Li, Hang Zheng, Junbo Chen, Kaicheng Yu
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Balanced Sparsity for Efficient DNN Inference on GPU.
Zhuliang Yao, Shijie Cao, Wencong Xiao, Chen Zhang, Lanshun Nie
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone
SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity Through Low-Bit Quantization.
Shijie Cao, Lingxiao Ma, Wencong Xiao, Chen Zhang, Yunxin Liu, Lintao Zhang, Lanshun Nie, Zhi Yang
- 2019 (modified: 10 Nov 2022)
- CVPR2019
- Readers: Everyone

Co-Authors

View all 39 co-authors

Wencong Xiao

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Efficient Pre-Training of LLMs via Topology-Aware Communication Alignment on More Than 9600 GPUs

Efficient Pre-Training of LLMs via Topology-Aware Communication Alignment on More Than 9600 GPUs

Rubick: Exploiting Job Reconfigurability for Deep Learning Cluster Scheduling

FusionAD: Multi-modality Fusion for Prediction and Planning Tasks of Autonomous Driving

Balanced Sparsity for Efficient DNN Inference on GPU.

SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity Through Low-Bit Quantization.

Co-Authors