Research Internship
Algorithm Researcher, Foundation Models / Simulation
Knowin AI Inc. (Shenzhen) | September 2025 - Present
Building embodied data synthesis and validation pipelines spanning multi-agent VQA/CoT cleaning, 2D/3D scene-graph reasoning, and data flywheels. Established an embodied perception evaluation framework across real-world tasks and simulation benchmarks; trained and distilled GSA models on 5M+ curated samples with LoRA and GKD; optimized concurrent VLM inference and generalizable CoT reasoning; evaluated SOTA embodied VLA models and explored improvement paths.
Algorithm Engineer, Data-AML
ByteDance Inc. | March 2025 - September 2025
Improved Forge, a large-scale model training platform, through log alerting, post-training synchronization, and service reliability upgrades. Led OnCallAgent, a multi-agent DevOps system integrating multimodal LLMs, RAG-based layered memory, MCP tool invocation, model fine-tuning, OpenAI/Ollama/vLLM backends, Streamlit GUI, and Docker deployment; delivered troubleshooting and deployment support for key accounts including Xiaomi, Huawei, Honor, vivo, and OPPO.
Research Intern
Hong Kong University of Science and Technology(GZ) | Fall 2023 - Fall 2024
Research intern in the CityMind group led by Prof. Yuxuan Liang. Worked on multimodal learning, spatio-temporal data mining, and time series forecasting; implemented and enhanced graph-based urban traffic prediction models; developed ST-LoRA and multimodal modules for spatio-temporal prediction.
AI Research Intern
Neusoft Corporation & Jinan University | Fall 2023
Participated in a joint artificial intelligence internship project between Neusoft Corporation and Jinan University. Focused on multimodal emotion recognition algorithm development and system implementation.
Research Intern
Sun Yat-Sen University | Spring 2023
Research intern in the GEAR (Graph lEARning) group led by Prof. Liang Chen. Studied long-tail and OOD problems in graph-structured data; reproduced and improved GNN architectures and graph sampling methods through subgraph encoding and tree-graph transformation.
Algorithm Learning Engineer
Guangzhou Sesame Coding Education Technology Co., Ltd. | Fall 2021
Analyzed programming-contest algorithms, produced training materials, and supported Online Judge platform development, maintenance, and test-data generation.
Campus
Class President
The 20th Network Engineering Class Committee of Jinan University | 2020-2024
Handled academic affairs, assessments, scholarships, and faculty meetings while maintaining strong relationships with classmates. Developed communication and coordination skills through this leadership role.
Minister of Propaganda Department
Jinan University student dormitory building association | 2020-2022
Improved coordination and scheduling skills, learned photography, social media management, design software (PS/PR), and publicity work.
Club Membership
Jinan University Computer Geek Association | 2020-2024
Created Unity games, released 4 RPG indie games, gained project management experience. Released "Orphan of the Petal" on Steam with positive reviews.
Club Membership
The ACM Programming Team of Jinan University | 2020-2023
Achieved 1762 rating (max. candidate master, 1961) on Codeforces. First freshman to win bronze medal in varsity team history and achieve AK in varsity competition.