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Home/Authors/Jie Yu

Jie Yu

5 indexed papers

Recent (6 mo)
5
With code
0
Influential cites
0
Benchmarked
0

Publications per year

5
26

Top categories

Vision×3AI×3NLP×1Distributed×1Image and Video Processing×1Crypto×1

Frequent co-authors

Hangjie Yuan3×
Weihua Chen3×
Fan Wang3×
Yizeng Han2×
Tao Feng2×
Jiasheng Tang2×

Research Timeline

2026
Shielded but Lightweight: Building Practical Confidential Containers with ARM CCA

The paper proposes Fasco, a lightweight confidential container runtime utilizing ARM CCA to significantly reduce startup latency and resource overhead compared to existing microVM-based confidential container architectures.

Lumos-Nexus: Efficient Frequency Bridging with Homogeneous Latent Space for Video Unified Models

Lumos-Nexus is a training-efficient framework that enhances video generation quality by progressively bridging generation from a lightweight model to a high-fidelity generator in a shared latent space, without sacrificing reasoning capabilities.

Towards 3D-Aware Video Diffusion Models: Render-Free Human Motion Control with Mesh Tokenization

The paper proposes a novel render-free framework that conditions video diffusion models directly on compressed 3D human mesh tokens, enabling robust 3D-aware human motion control without relying on rendered 2D guidance.

HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters

The paper introduces Mpipe, a method for multimodal-aware heterogeneous parallel scheduling in large-scale multimodal language model training, achieving significant speedups on Ascend 910C NPU clusters.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding

This paper introduces ClinFusion, a vision-centric multimodal large language model designed for holistic medical understanding, featuring a Cascade Spatial-Aware Locality Fusion operator and a vision-grounded evaluation framework.

Highlighted terms show continued research focus across papers

Papers

cs.CVcs.AIcs.CLEmpiricalRecentJul 27, 2026

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding

Hangjie Yuan, Yichen Qian, Zhiwei Tang, Xianzhe Xu +20 more

This paper introduces ClinFusion, a vision-centric multimodal large language model designed for holistic medical understanding, featuring a Cascade Spatial-Aware Locality Fusion operator and a vision-…

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cs.DCEmpirical
Recent
Jul 3, 2026

HyperParallel-Mpipe: A Composable Algebra System for Optimizing MLLM Training over Supernode Clusters

Chong Li, Zhengdao Yu, Nelson Lossing, Thibaut Tachon +5 more

The paper introduces Mpipe, a method for multimodal-aware heterogeneous parallel scheduling in large-scale multimodal language model training, achieving significant speedups on Ascend 910C NPU cluster…

View →
cs.CVcs.AIeess.IVRecentJun 1, 2026

Towards 3D-Aware Video Diffusion Models: Render-Free Human Motion Control with Mesh Tokenization

Jingyun Liang, Min Wei, Shikai Li, Yizeng Han +4 more

The paper proposes a novel render-free framework that conditions video diffusion models directly on compressed 3D human mesh tokens, enabling robust 3D-aware human motion control without relying on re…

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cs.CVcs.AIRecentMay 29, 2026

Lumos-Nexus: Efficient Frequency Bridging with Homogeneous Latent Space for Video Unified Models

Jiazheng Xing, Hangjie Yuan, Lingling Cai, Xinyu Liu +8 more

Lumos-Nexus is a training-efficient framework that enhances video generation quality by progressively bridging generation from a lightweight model to a high-fidelity generator in a shared latent space…

View →
cs.CRRecentMay 25, 2026

Shielded but Lightweight: Building Practical Confidential Containers with ARM CCA

Liantao Song, Yiming Zhang, Fengwei Zhang, Yan Ding +3 more

The paper proposes Fasco, a lightweight confidential container runtime utilizing ARM CCA to significantly reduce startup latency and resource overhead compared to existing microVM-based confidential c…

View →