A Predictive Data Feature Exploration-Based Air Quality Prediction Approach. - Ying Zhang 010; Yanhao Wang; Minghe Gao; Qunfei Ma; Jing Zhao; Rongrong Zhang; Qingqing Wang; Linyan Huang (IEEE Access, 2019)

A feasible framework to downscale NPP-VIIRS nighttime light imagery using multi-source spatial variables and geographically weighted regression. - Yang Ye; Linyan Huang; Qiming Zheng; Chenxin Liang; Baiyu Dong; Jinsong Deng; Xiuzhen Han (Int. J. Appl. Earth Obs. Geoinformation, 2021)

You Only Segment Once: Towards Real-Time Panoptic Segmentation. - Jie Hu 018; Linyan Huang; Tianhe Ren; Shengchuan Zhang; Rongrong Ji; Liujuan Cao (CVPR, 2023)

Leveraging Vision-Centric Multi-Modal Expertise for 3D Object Detection. - Linyan Huang; Zhiqi Li; Chonghao Sima; Wenhai Wang; Jingdong Wang 001; Yu Qiao 001; Hongyang Li 001 (NeurIPS, 2023)

VoxelFormer: Bird's-Eye-View Feature Generation based on Dual-view Attention for Multi-view 3D Object Detection. - Zhuoling Li; Chuanrui Zhang; Wei-Chiu Ma; Yipin Zhou; Linyan Huang; Haoqian Wang; Ser-Nam Lim; Hengshuang Zhao (CoRR, 2023)

Geometric-aware Pretraining for Vision-centric 3D Object Detection. - Linyan Huang; Huijie Wang; Jia Zeng; Shengchuan Zhang; Liujuan Cao; Junchi Yan; Hongyang Li 001 (CoRR, 2023)

Embodied Understanding of Driving Scenarios. - Yunsong Zhou; Linyan Huang; Qingwen Bu; Jia Zeng; Tianyu Li; Hang Qiu 001; Hongzi Zhu; Minyi Guo; Yu Qiao 001; Hongyang Li 001 (ECCV (62), 2024)

FlexIP: Dynamic Control of Preservation and Personality for Customized Image Generation. - Linyan Huang; Haonan Lin; Yanning Zhou 003; Kaiwen Xiao (CoRR, 2025)

Routine: A Structural Planning Framework for LLM Agent System in Enterprise. - Guancheng Zeng; Xueyi Chen; Jiawang Hu; Shaohua Qi; Yaxuan Mao; Zhantao Wang; Yifan Nie; Shuang Li; Qiuyang Feng; Pengxu Qiu; Yujia Wang; Wenqiang Han; et al. (CoRR, 2025)

LiDAR-guided Geometric Pretraining for Vision-Centric 3D Object Detection. - Linyan Huang; Huijie Wang; Jia Zeng; Shengchuan Zhang; Liujuan Cao; Junchi Yan; Hongyang Li 001 (Int. J. Comput. Vis., 2025)