CV
Education
- M.S. in Electrical Engineering, Tsinghua University, 2012
- B.S. in Electrical Engineering, Southeast University, 2010
Work Experience
Alibaba Group - AMAP
Senior Director | Mar 2024 - Present
Team Direction: Multi-modal Large Models, Generation Models, Route Navigation, Recommendation, Spatio-temporal Data Mining
Meituan - Visual Intelligence Department
Senior Technical Manager | May 2020 - Mar 2024
Team Direction: Multi-modal Large Models, Large Language Model, Perception (2D+3D), Foundation Model, Self-supervised Pre-training, Model Compression, MLOps
Large Foundation Models (LLM and Multi-modal)
- Built general understanding (multi-modal) large model with open set understanding capabilities for Meituan scenarios
- Achieved industry-leading compression and efficient deployment of the company’s trillion-parameter LLM
- Trained and deployed LLM base model for embodied intelligence scenarios
- Reproduced Meta LLaMA 7B from scratch; developed 1B and 3B MobileVLM benchmarking Gemini Nano
- Created VisionLLaMA unifying vision and language architecture; Twins outperforming Swin with production deployment advantages
Autonomous Driving & Drones
- Built 3D offline system for autonomous delivery vehicles, saving millions in annotation costs annually
- Improved online perception algorithms (3D obstacle detection, tracking) achieving industry-leading real-time capabilities
- Launched core perception modules on third and fourth generation drones
AI Business Support & MLOps
- Constructed vision code base and AutoML tools
- Model compression and deployment (end, edge, cloud) covering face recognition, OCR, security review, image understanding
- Saved millions in vision service costs annually
Team & Influence Building
- Built team from 0 to 1; recruited multiple Google PhD Fellowship recipients
- Open-sourced and maintained YOLOv6 detection library
- Contributed to National Science and Technology Innovation 2030 major project on AI fundamental models
Xiaomi - Artificial Intelligence Department
Senior Technical Manager | Mar 2017 - May 2020
Team Direction: AutoML, Base Model Design, Machine Learning
- Initiated AutoML project and built the team from 0 to 1
- Implemented in scene recognition, segmentation, acoustic scene classification, recommendation
- Won 2nd place in Xiaomi’s first “Million Dollar Prize” (Automated Neural Network Design)
Beijing KingStar System Control Co., Ltd.
Deputy Director | Jun 2013 - Mar 2017
- Key contributor to “Complex Power Grid Autonomy - Collaborative Automatic Voltage Control” project
- Awarded 2018 National Science and Technology Progress First Prize (contributed 20 invention patents)
IBM Research China (CRL)
Research Scientist | Jul 2012 - May 2013
Awards & Honors
- Top 100 AI Scholars, AMiner, 2023
- National Science and Technology Progress First Prize, 2018
- 2nd Place, Xiaomi “Million Dollar Prize” (Automated Neural Network Design)
- 3 Papers on PaperDigest’s Most Influential Paper List: FairNAS, Twins, CPVT
Patents
- 40+ domestic invention patents
- 7 international invention patents
