This is the 360 AI Research, our mission is to lead in tech innovations and deliver real-world values.
We focus on "multimodal + cross-modal learning" and "large model + zero/few shot learning",
conducting research in
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- FG-CLIP: ICML2026 and ICML2025, new generation of CLIP with strong fine grained discrimination capability
- RzenEmbed: Embedding model prioritized towards Multimodal RAG, overall + VisDoc double top1 on MMEB benchmark
- GAG: Generation Augmented Generation, resolving fragmented knowledge defect of RAG
- LMM-Det: ICCV2025, make large multimodal models excel in object detection
- IAA: AAAI2025, LMM with plugin mechanism solving catastrophic forgetting
- 360VL: Large multimodal model, 2nd-gen
- SEEChat: Multimodal chatbot with computer vision capabilities integrated, our 1st-gen LMM
- OVD: KDD2023, open-world object detection, we also co-hosted open vocabulary detection contest 2023 with CSIG(中国图象图形学学会)
- Zero: ACM MM2023, large scale open-sourced Chinese cross-modal data and benchmark
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- RevealLayer: ICML2026, CONTROLLABLE layer-decomposition/object-wise editing/matting
- NAMI-T2I: CVPR2026, efficient DiT architecture for T2I
- FLUX-Makeup: Transfer face makeup with high fidelity, SoTA and production-ready
- RefTon: CVPR2026, Reference person shot assist virtual Try-On
- PlanGen: ICCV2025, unified layout planning and image generation
- Qihoo-T2X: ICLR2025, efficient DiT architecture for text2any tasks
- BDM: AAAI2025, Chinese-native image generation while compatible with SD eco-system, 1st-gen
- HiCo: NeurIPS2024, layout controlled image generation
- FancyVideo: Video generation from text&image, 1st-gen
Check research.360.cn for contact and API portal
Internship: we're hiring research interns in fileds of AIGC, LMM, and inference optimization, check 👉 JD here
