🎉 Easily create your own simple yet highly customizable blog
Take full control of your personal brand and privacy by migrating away from the big tech platforms!
😇About Me
Shuai Xie is an Algorithm Engineer at JD Explore Academy and the leading member of the Inference Team in the Systems and Foundation Models Department. He is dedicated to the research and development of efficient inference technologies for JD’s foundational large models, as well as the collaborative optimization of training-side technologies. He has led and participated in the development of JD’s self-developed integrated inference deployment framework, which has been applied across various business scenarios within JD.
Interests
- Artificial Intelligence
- LLM Inference System
Education
MSc. Compute Science
Zhejiang University
BSc. Compute Science
Central South University
📚 My Research
I’m an algorithm and system engineer in the Omninfer team at JD Explore Academy. We apply a range of qualitative and quantitative methods to comprehensively accelerate the inference speed and cut off the cost of large language models, including Post-Training Quantization, Speculative Decoding and Prefill-Decode Disaggregation.
Please reach out to collaborate 😃
Recent Publications
(2024).
CoCM: Conditional Cross-Modal Learning for Vision-Language Models.
Electronics.
(2024).
Cross-Modal Adapter: Parameter-Efficient Transfer Learning Approach for Vision-Language Models.
2024 IEEE International Conference on Multimedia and Expo (ICME).
(2024).
Dsdrnet: Disentangling representation and reconstruct network for domain generalization.
2024 International Joint Conference on Neural Networks (IJCNN).
(2024).
Generalizing to unseen domains via patchmix.
Multimedia Systems.
(2024).
Smile: Zero-shot sparse mixture of low-rank experts construction from pre-trained foundation models.
arXiv preprint arXiv:2408.10174.
Recent & Upcoming Talks
Recent News
🧠 Sharpen your thinking with a second brain
Create a personal knowledge base and share your knowledge with your peers.
📈 Communicate your results effectively with the best data visualizations
Use popular tools such as Plotly, Mermaid, and data frames.
👩🏼🏫 Teach academic courses
Embed videos, podcasts, code, LaTeX math, and even test students!
✅ Manage your projects
Easily manage your projects - create ideation mind maps, Gantt charts, todo lists, and more!