黄林江｜北京航空航天大学｜学者主页

期刊论文

2026

智能驾驶大模型

胡建芳，黄林江，翟伟，闫瑞松，李成林，郑伟诗，赫然，查正军，熊红凯

《中国图象图形学报》

2026

SpecV: Specification Verification for Robust Unified Multimodal Evaluation

Weihao Yu, Rongyao Fang, Yuxuan Cai, Linjiang Huang, Yuhuan Yang, Xianwei Zhuang, Junyang Lin, Yixuan Yuan, Shuai Bai

Lecture notes in computer science

DOI

2026

Drift-AR: Single-Step Visual Autoregressive Generation via Anti-symmetric Drifting

Zhen Zou, Xiaoxiao Ma, Mingde Yao, Jie Huang, Linjiang Huang, Feng Zhao

Lecture notes in computer science

DOI

2026

MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning

Weikang Shi, Aldrich Yu, Rongyao Fang, Houxing Ren, Ke Wang, Aojun Zhou, Changyao Tian, Xinyu Fu, Yuxuan Hu, Zimu Lu, Linjiang Huang, Si Liu, Rui Liu, Hongsheng Li

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2025

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation

Rui-Pu Wu, Yige Zhang, Jin-Yu Chen, Linjiang Huang, Shifeng Zhang, Xu Zhou, Liang Wang, Si Liu

ACM Multimedia

DOI

2025

DSACap: Enhancing Visual-Semantic Alignment with Diffusion-based Framework for Image Captioning

Liangyu Fu, Jun-Bo Wang, Yu-Ke Li, Qiangguo Jin, Hong-Song Wang, Jing Ya, Linjiang Huang, Liang Yao, Jiang-Bin Zheng, Xuecheng Wu, Zhi-Yong Wang

ACM Multimedia

DOI

2025

GoT: Unleashing Reasoning Capability of MLLM for Visual Generation and Editing

Rongyao Fang, Chengqi Duan, Kun Wang, Linjiang Huang, Hao Li, Hao Tian, Shilin Yan, Weihao Yu, Xingyu Zeng, Jifeng Dai, Xihui Liu, Hongsheng Li

neural information processing systems

DOI

2025

FreeDNA: Endowing Domain Adaptation of Diffusion-Based Dense Prediction with Training-Free Domain Noise Alignment

Hang Xu, Jie Huang, Linjiang Huang, Dong Li, Yidi Liu, Feng Zhao

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

FlexDrive: Toward Trajectory Flexibility in Driving Scene Gaussian Splatting Reconstruction and Rendering

Jingqiu Zhou, Lue Fan, Linjiang Huang, Xiaoyu Shi, Si Liu, Zhaoxiang Zhang, Hongsheng Li

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2025

GaussianPainter: Painting Point Cloud into 3D Gaussians with Normal Guidance

Jingqiu Zhou, Lue Fan, Xuesong Chen, Linjiang Huang, Si Liu, Hongsheng Li

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2023

High-fidelity 3D Face Generation from Natural Language Descriptions

Meng-Hua Wu, Hao Zhu, Linjiang Huang, Yi Zhuang, Yuanxun Lu, Xun Cao

Computer Vision and Pattern Recognition

DOI

预印本

2026

TRACE: Temporal Retrieval with Anchored and Convergent Evidence for Long-Horizon Video Understanding

Pengyiang Liu, Junbo Niu, Xiaoyang Hu, Zhongyue Shi, Zitian Wang, Linjiang Huang, Si Liu

arXiv (Cornell University)

DOI

2026

Poly-OPD: Heterogeneous Multi-Teacher On-Policy Distillation for Capability-Selectable Flow Models

Siming Fu, Haojun Xu, Ruizhe He, Zheming Fu, Hualiang Wang, Jie Huang, Xiaoxiao Ma, Mingchen Zhong, Weihu Huang, Xiaoxuan He, Linjiang Huang, Si Liu

arXiv (Cornell University)

DOI

2026

DyMD: Preserving Interaction Dynamics through Distribution Matching Distillation in Few-Step Video World Models

Haojun Xu, Jie Huang, Xin Lu, Mingchen Zhong, Zihao Fan, Linjiang Huang, Si Liu

arXiv (Cornell University)

DOI

2025

Highly Efficient Test-Time Scaling for T2I Diffusion Models with Text Embedding Perturbation

Hang Xu, Linjiang Huang, Feng Zhao

arXiv (Cornell University)

DOI

黄林江

精选作品

期刊论文

智能驾驶大模型

SpecV: Specification Verification for Robust Unified Multimodal Evaluation

Drift-AR: Single-Step Visual Autoregressive Generation via Anti-symmetric Drifting

MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning

AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation

DSACap: Enhancing Visual-Semantic Alignment with Diffusion-based Framework for Image Captioning

GoT: Unleashing Reasoning Capability of MLLM for Visual Generation and Editing

FreeDNA: Endowing Domain Adaptation of Diffusion-Based Dense Prediction with Training-Free Domain Noise Alignment

FlexDrive: Toward Trajectory Flexibility in Driving Scene Gaussian Splatting Reconstruction and Rendering

GaussianPainter: Painting Point Cloud into 3D Gaussians with Normal Guidance

High-fidelity 3D Face Generation from Natural Language Descriptions

预印本

TRACE: Temporal Retrieval with Anchored and Convergent Evidence for Long-Horizon Video Understanding

Poly-OPD: Heterogeneous Multi-Teacher On-Policy Distillation for Capability-Selectable Flow Models

DyMD: Preserving Interaction Dynamics through Distribution Matching Distillation in Few-Step Video World Models

Highly Efficient Test-Time Scaling for T2I Diffusion Models with Text Embedding Perturbation

研究方向