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Jingkang50 Follow

Overview Repositories 11 Projects 0 Packages 0 Stars 233

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Jingkang (Jake) Yang Jingkang50

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Co-Founder at Synvo AI | Prev. MMLab@NTU PhD

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Synvo AI
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jingkangyang.com
@JingkangY

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Overview Repositories 11 Projects 0 Packages 0 Stars 233

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jingkang50/README.md

Hi there! 👋 I'm Jake Yang.

🚀 Currently Co-Founder at Synvo AI. We build the contextual intelligence engine. I graduated from MMLab@NTU in June 2025.

🚀 Research Projects during my PhD:

Visual Generalist Models (2023-2025): Developing models that process diverse visual data (e.g., images, videos, 3D, audio, IMU) to tackle various tasks in perception, reasoning, generation, robotics, and gaming. Notable projects include EgoLife, Octopus, FunQA, and Otter.
AI Safety for Foundation Models (2023-2024): Investigating how to mitigate hallucinations in large language models (LLMs) and multimodal models (LMMs). A key contribution is the introduction of UPD to withhold answers when faced with unsolvable questions.
PSG Series (2022-2023): Led the development of the PSG, PVSG, and PSG4D models, focusing on relation modeling for scene understanding. I also collaborated on works like Relate-Anything and PairNet.
OOD Detection (2021-2022): Led a comprehensive survey and developed OpenOOD, a popular codebase for Out-of-Distribution detection in AI safety.
Prompt Tuning (2022): Contributed to foundational works like CoOp and CoCoOp for prompt tuning in vision-language models.

📈 GitHub Stats

📬 Get in Touch

Email: yangjingkang001@gmail.com
LinkedIn: Jingkang Yang
Twitter: @JingkangY

Feel free to reach out for collaboration or just to chat about AI and technology!

Thanks for visiting my profile!

Pinned Loading

EvolvingLMMs-Lab/EgoLife EvolvingLMMs-Lab/EgoLife Public

[CVPR 2025] EgoLife: Towards Egocentric Life Assistant

Python 369 19
dongyh20/Octopus dongyh20/Octopus Public

[ECCV2024] 🐙Octopus, an embodied vision-language model trained with RLEF, emerging superior in embodied visual planning and programming.

Python 293 18
OpenPSG OpenPSG Public

Benchmarking Panoptic Scene Graph Generation (PSG), ECCV'22

Python 465 72
OpenOOD OpenOOD Public

Benchmarking Generalized Out-of-Distribution Detection

Python 1k 164
EvolvingLMMs-Lab/RelateAnything EvolvingLMMs-Lab/RelateAnything Public

Relate Anything Model is capable of taking an image as input and utilizing SAM to identify the corresponding mask within the image.

Python 455 22
KaiyangZhou/CoOp KaiyangZhou/CoOp Public

Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)

Python 2.1k 232

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