Background
Master, Zhejiang University, Hangzhou, Zhejiang.
Bachelor, Huazhong University of Science and Technology, Wuhan, Hubei.
Shangqiu No.1 Senior Middle School, Shangqiu, Henan.
HikVision Research Center, Hangzhou.
Tencent JARVIS Research Center, network architecture search, Shenzhen.
FaBu, autonomous driving and model compression, Hangzhou.
Invited Talks
ICML 2026 Oral Presentation
Oral presentation at ICML 2026, Seoul, South Korea.
S2O: Early Stopping for Sparse Attention via Online Permutation
Oral presentation at ACL 2026.
Quantization and Sparsity Optimization for AIGC Models
Public presentation at ML-Summit 2024.
Get in Touch
If you are seeking academic cooperation, invited talks, or technical discussion around efficient AIGC/LLM systems, the best way to reach Songwei Liu is via email.
Current Collaboration Interests
Open to research collaborations on efficient foundation model training, AIGC/LLM inference optimization, cache reuse, sparse/quantized computation, and software-hardware co-design.