Zongjiang Shang

According to our database, Zongjiang Shang authored at least 16 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Multi-scale hypergraph meets LLMs: Aligning large language models for time series analysis.

Zongjiang Shang, Dongliang Cui, Binqing Wu, Ling Chen

CoRR, February, 2026

AirDDE: Multifactor Neural Delay Differential Equations for Air Quality Forecasting.

Binqing Wu, Zongjiang Shang, Shiyu Liu, Jianlong Huang, Jiahui Xu, Ling Chen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

MoCast: Learning Turbulent Motions Under Physical Guidance for Precipitation Nowcasting.

Binqing Wu, Weiqi Chen, Shiyu Liu, Zongjiang Shang, Haiou Wang, Liang Sun, Ling Chen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Scale-Aware Neural Architecture Search for Multivariate Time Series Forecasting.

Donghui Chen, Ling Chen, Zongjiang Shang, Youdong Zhang, Bo Wen, Chenghu Yang

ACM Trans. Knowl. Discov. Data, January, 2025

TPRNN: A top-down pyramidal recurrent neural network for time series forecasting.

Ling Chen, Jiahua Cui, Zongjiang Shang, Dongliang Cui

Inf. Sci., 2025

MillGNN: Learning Multi-Scale Lead-Lag Dependencies for Multi-Variate Time Series Forecasting.

Binqing Wu, Zongjiang Shang, Jianlong Huang, Ling Chen

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting.

Binqing Wu, Jianlong Huang, Zongjiang Shang, Ling Chen

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

MSHyper: Multi-Scale Hypergraph Transformer for Long-Range Time Series Forecasting.

Zongjiang Shang, Ling Chen

CoRR, 2024

Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting.

Zongjiang Shang, Ling Chen, Binqing Wu, Dongliang Cui

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Multi-Scale Adaptive Graph Neural Network for Multivariate Time Series Forecasting.

Ling Chen, Donghui Chen, Zongjiang Shang, Binqing Wu, Cen Zheng, Bo Wen, Wei Zhang

IEEE Trans. Knowl. Data Eng., October, 2023

2020

AttenNet: Deep Attention Based Retinal Disease Classification in OCT Images.

Jun Wu, Yao Zhang, Jie Wang, Jianchun Zhao, Dayong Ding, Ningjiang Chen, Lingling Wang, Xuan Chen, Chunhui Jiang, Xuan Zou, Xing Liu, Hui Xiao, Yuan Tian, Zongjiang Shang, Kaiwei Wang, Xirong Li, Gang Yang, Jianping Fan

Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

2019

A Coarse-to-fine Cascading Model for Cataract Nuclear Segmentation in Slit-lamp Photographs.

Jun Wu, Xianfang Rong, Zhennan Zhao, Lei Cai, Dayong Ding, Xirong Li, Zongjiang Shang, Kaiwei Wang, Xixi He, Xiangjia Zhu, Wenwen He, Yi Lu, Keke Zhang, Yinglei Zhang

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Fully Deep Learning for Slit-Lamp Photo Based Nuclear Cataract Grading.

Chaoxi Xu, Xiangjia Zhu, Wenwen He, Yi Lu, Xixi He, Zongjiang Shang, Jun Wu, Keke Zhang, Yinglei Zhang, Xianfang Rong, Zhennan Zhao, Lei Cai, Dayong Ding, Xirong Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Fovea Localization in Fundus Photographs by Faster R-CNN with Physiological Prior.

Jun Wu, Jiapei Wang, Jie Xu, Yiting Wang, Kaiwei Wang, Zongjiang Shang, Dayong Ding, Xirong Li, Gang Yang, Xuemin Jin, Yanting Wang, Fangfang Dai, Jianping Fan

Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019

Partially Occluded Head Posture Estimation for 2D Images using Pyramid HoG Features.

Jun Wu, Zongjiang Shang, Kaiwei Wang, Jiarong Zhai, Yiting Wang, Fang Xia, Wenyuan Li, Jiajia Zhang, Fan Zhang

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Oval Shape Constraint based Optic Disc and Cup Segmentation in Fundus Photographs.

Jun Wu, Kaiwei Wang, Zongjiang Shang, Jie Xu, Dayong Ding, Xirong Li, Gang Yang

Proceedings of the 30th British Machine Vision Conference 2019, 2019