Lin Song

Data Scientist

https://talent.gravityer.com/lin-song-1

Tencent AILab

Member since June 25, 2026

Key Strengths

Extensive experience in advanced AI/ML research and development, particularly in computer vision and large language models.
Strong proficiency in Python, C++, and CUDA, essential for high-performance computing in AI.
Demonstrated ability to contribute to cutting-edge research, evidenced by multiple projects with CVPR and NeurIPS mentions.
Direct experience as a Data Scientist at Tencent AILab, aligning with the target role.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio is heavily focused on academic and research-oriented AI/ML, specifically computer vision and large language models. While this demonstrates deep technical expertise, the diversity of projects outside of this niche is limited. The single professional experience as a Data Scientist at Tencent AILab aligns well with the target role, but without further details on responsibilities or team collaboration, a comprehensive cultural fit assessment is challenging. The candidate appears to be a strong individual contributor in research settings.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The candidate's profile primarily highlights technical project contributions.

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Projects

JoyAI-Image

March 31, 2026 – Present

JoyAI-Image is the unified multimodal foundation model for image understanding, text-to-image generation, and instruction-guided image editing.

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SpatialEdit

March 30, 2026 – Present

[Official Repo] SpatialEdit: Benchmarking Fine-Grained Image Spatial Editing

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Awesome-Visual-Spatial-Reasoning

June 10, 2025 – Present

This is a project about visual spatial reasoning.

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MindOmni

May 19, 2025 – October 15, 2025

[NeurIPS2025] The official implementation of MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO

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MambaTree

May 31, 2024 – June 13, 2024

[NeurIPS2024 Spotlight] The official implementation of MambaTree: Tree Topology is All You Need in State Space Model

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YOLO-World

January 29, 2024 – February 26, 2025

[CVPR 2024] Real-Time Open-Vocabulary Object Detection

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GPT4Tools

April 23, 2023 – December 19, 2023

GPT4Tools is an intelligent system that can automatically decide, control, and utilize different visual foundation models, allowing the user to interact with images during a conversation.

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DynamicHead

October 13, 2020 – December 16, 2020

DynamicHead — GitHub repository

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LearnableTreeFilterV2

October 13, 2020 – January 22, 2021

LearnableTreeFilterV2 — GitHub repository

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TreeFilter-Torch

September 27, 2019 – October 20, 2022

Learnable Tree Filter for Structure-preserving Feature Transform

View Project

Key Strengths

Extensive experience in advanced AI/ML research and development, particularly in computer vision and large language models.
Strong proficiency in Python, C++, and CUDA, essential for high-performance computing in AI.
Demonstrated ability to contribute to cutting-edge research, evidenced by multiple projects with CVPR and NeurIPS mentions.
Direct experience as a Data Scientist at Tencent AILab, aligning with the target role.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The candidate's profile primarily highlights technical project contributions.

Lin Song

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit