CV
Contact Information
| Name | Huang Shijie |
| Professional Title | Algorithm Engineer at Alibaba |
| nicolaus.huang@outlook.com |
Professional Summary
Algorithm Engineer at Alibaba, working on the Qwen app. Former MSc in Data Science and Machine Learning at the National University of Singapore. Research interests in diffusion models, deep learning, and web development.
Experience
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2025 - present Hangzhou
Algorithm Engineer
Alibaba
Working on the Qwen app. Engineering in data pipeline, implemented instant cross-modal retrieval engine and de-duplication over 6B image data. Contributed in the image captioning, score filtering and world-knowledge re-balancing. Contributed in model application & post-training side, including the LoRA-tuning, tool-using, prompt-enhancer, user intent analysis and few-steps distillation, model quantization and deployment, etc. Contributed to data section in Z-image and one paper submitted in CVPR 2026.
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2025 - 2025 Singapore
Video Generation Engineer Intern
HPC AI TECHNOLOGY PTE. LTD. (Startup)
Engineered in the Open-Sora project as an intern, optimized the data processing pipeline, training infrastructure and inference engine, contributed inference scaling section in the tech report of Open-Sora 2.0.
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2024 - 2025 Shanghai
AIGC Algorithm Engineer Intern
Tiamat AI (Startup)
Conducted research to meet business needs, built models for characterized image generation and story telling, built large-scale data-processing cluster using Ray. Contributed one ICCV paper and one SIGGRAPH Asia paper.
Education
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2023 - 2025 Singapore
Msc
National University of Singapore
Data Science and Machine Learning
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2019 - 2023 Shandong
BS
Shandong University
Statistics (Data Science and Artificial Intelligence)
Awards
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2023 4th Place, ADA Business Messaging Hackathon
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2022 Second Prize Winner, Asian Collegiate Supercomputer Competition (ASC)
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2022 Silver Medalist, The International Collegiate Programming Contest (ICPC)
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2021 First Prize Winner, National University Students' Math Modeling Competition
Skills
Languages: Python, C++, SQL, C, JavaScript
Skills: Diffusion models, Deep Learning, Web Development, Hardware Development
Publications
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2025 Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer
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2025 Live avatar: Streaming real-time audio-driven avatar generation with infinite length
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2025 Arteditor: Learning customized instructional image editor from few-shot examples
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2025 Open-sora 2.0: Training a commercial-level video generation model in $200k
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2024 ProcessPainter: Learning to draw from sequence data
Interests
AI System Engineering: Diffusion Models, Multimodal Learning, Video Generation, AI System Engineering
Strategic Games: Strategy, Game Theory, Game Design, Game Development
Writing: Writing, Literature, Creative Writing, Fiction
Reading: Reading, Books, Literature, Fiction
Certificates
- Class C1 Motor Vehicle Driving License
References
- Available upon request