Zhang, Junbo

18 publications

AAAI 2025 AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks Qiongyan Wang, Yutong Xia, Siru Zhong, Weichuang Li, Yuankai Wu, Shifen Cheng, Junbo Zhang, Yu Zheng, Yuxuan Liang

IJCAI 2025 Non-Collective Calibrating Strategy for Time Series Forecasting Bin Wang, Yongqi Han, Minbo Ma, Tianrui Li, Junbo Zhang, Feng Hong, Yanwei Yu

CVPR 2025 Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping Guannan Lai, Yujie Li, Xiangkun Wang, Junbo Zhang, Tianrui Li, Xin Yang

AAAI 2023 AirFormer: Predicting Nationwide Air Quality in China with Transformers Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann

AAAI 2023 AutoSTL: Automated Spatio-Temporal Multi-Task Learning Zijian Zhang, Xiangyu Zhao, Hao Miao, Chunxu Zhang, Hongwei Zhao, Junbo Zhang

ICLR 2023 Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? Runpei Dong, Zekun Qi, Linfeng Zhang, Junbo Zhang, Jianjian Sun, Zheng Ge, Li Yi, Kaisheng Ma

ICCVW 2023 CLIP-FO3D: Learning Free Open-World 3D Scene Representations from 2D Dense CLIP Junbo Zhang, Runpei Dong, Kaisheng Ma

AAAI 2023 Language-Assisted 3D Feature Learning for Semantic Scene Understanding Junbo Zhang, Guofan Fan, Guanghan Wang, Zhengyuan Su, Kaisheng Ma, Li Yi

AAAI 2023 Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng

AAAI 2023 Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation Gaode Chen, Xinghua Zhang, Yijun Su, Yantong Lai, Ji Xiang, Junbo Zhang, Yu Zheng

ECCV 2022 Contrastive Deep Supervision Linfeng Zhang, Xin Chen, Junbo Zhang, Runpei Dong, Kaisheng Ma

CVPR 2022 Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views Junbo Zhang, Kaisheng Ma

AAAI 2021 Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng

ECML-PKDD 2020 Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics Yuxuan Liang, Kun Ouyang, Yiwei Wang, Ye Liu, Junbo Zhang, Yu Zheng, David S. Rosenblum

IJCAI 2018 GeoMAN: Multi-Level Attention Networks for Geo-Sensory Time Series Prediction Yuxuan Liang, Songyu Ke, Junbo Zhang, Xiuwen Yi, Yu Zheng

AAAI 2018 When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks Dong Wang, Junbo Zhang, Wei Cao, Jian Li, Yu Zheng

AAAI 2017 Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction Junbo Zhang, Yu Zheng, Dekang Qi

IJCAI 2016 ST-MVL: Filling Missing Values in Geo-Sensory Time Series Data Xiuwen Yi, Yu Zheng, Junbo Zhang, Tianrui Li