You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization. - Xinbang Zhang; Zehao Huang; Naiyan Wang (CoRR, 2018)

Joint Neural Architecture Search and Quantization. - Yukang Chen; Gaofeng Meng; Qian Zhang 009; Xinbang Zhang; Liangchen Song; Shiming Xiang; Chunhong Pan (CoRR, 2018)

DATA: Differentiable ArchiTecture Approximation. - Jianlong Chang; Xinbang Zhang; Yiwen Guo; Gaofeng Meng; Shiming Xiang; Chunhong Pan (NeurIPS, 2019)

Differentiable Architecture Search with Ensemble Gumbel-Softmax. - Jianlong Chang; Xinbang Zhang; Yiwen Guo; Gaofeng Meng; Shiming Xiang; Chunhong Pan (CoRR, 2019)

EAT-NAS: elastic architecture transfer for accelerating large-scale neural architecture search. - Jiemin Fang; Yukang Chen; Xinbang Zhang; Qian Zhang 009; Chang Huang; Gaofeng Meng; Wenyu Liu 001; Xinggang Wang (Sci. China Inf. Sci., 2021)

DATA: Differentiable ArchiTecture Approximation With Distribution Guided Sampling. - Xinbang Zhang; Jianlong Chang; Yiwen Guo; Gaofeng Meng; Shiming Xiang; Zhouchen Lin; Chunhong Pan (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization. - Xinbang Zhang; Zehao Huang; Naiyan Wang; Shiming Xiang; Chunhong Pan (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Learning from the Target: Dual Prototype Network for Few Shot Semantic Segmentation. - Binjie Mao; Xinbang Zhang; Lingfeng Wang 002; Qian Zhang 009; Shiming Xiang; Chunhong Pan (AAAI, 2022)

AutoMF: Spatio-temporal Architecture Search for The Meteorological Forecasting Task. - Xinbang Zhang; Qizhao Jin; Shiming Xiang; Chunhong Pan (ICPR, 2022)

MFNet: The Spatio-Temporal Network for Meteorological Forecasting With Architecture Search. - Xinbang Zhang; Qizhao Jin; Shiming Xiang; Chunhong Pan (IEEE Geosci. Remote. Sens. Lett., 2022)

Preformer: Simple and Efficient Design for Precipitation Nowcasting With Transformers. - Qizhao Jin; Xinbang Zhang; Xinyu Xiao; Ying Wang 008; Shiming Xiang; Chunhong Pan (IEEE Geosci. Remote. Sens. Lett., 2024)

SpatioTemporal Inference Network for Precipitation Nowcasting With Multimodal Fusion. - Qizhao Jin; Xinbang Zhang; Xinyu Xiao; Ying Wang 008; Gaofeng Meng; Shiming Xiang; Chunhong Pan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous Driving. - Bencheng Liao; Shaoyu Chen; Haoran Yin; Bo Jiang 011; Cheng Wang 048; Sixu Yan; Xinbang Zhang; Xiangyu Li; Ying Zhang; Qian Zhang 009; Xinggang Wang (CVPR, 2025)

RAD: Training an End-to-End Driving Policy via Large-Scale 3DGS-based Reinforcement Learning. - Hao Gao; Shaoyu Chen; Bo Jiang 011; Bencheng Liao; Yiang Shi; Xiaoyang Guo; Yuechuan Pu; Haoran Yin; Xiangyu Li; Xinbang Zhang; Ying Zhang; Wenyu Liu 001; et al. (CoRR, 2025)