Junbo Zhang

2025

Spatial Semantic-based Enhanced Address Parsing via Adaptive Weighted Learning.

Huiling Qin|Ming Wang|Yuanxun Li|Junbo Zhang|Yu Zheng

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

General Adaptive Memory Allocation for Learned Bloom Filters.

You Shang|Xiang He|Ruiyuan Li|Yingying Sun|Guanyao Li|Guangchao Yang|Junbo Zhang|Yu Zheng

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

Spatio-Temporal Forecasting under Open-World Missingness with Adaptive Mixture-of-Experts.

Chenyu Wu|Zhipeng Ma|Junbo Zhang|Songyu Ke|Yu Zheng

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

2024

Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation.

Zhiyuan Wu|Sheng Sun|Yuwei Wang|Min Liu|Quyang Pan|Junbo Zhang|Zeju Li|Qingxiang Liu

ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 2

2023

MLPST: MLP is All You Need for Spatio-Temporal Prediction.

Zijian Zhang|Ze Huang|Zhiwei Hu|Xiangyu Zhao|Wanyu Wang|Zitao Liu|Junbo Zhang|S. Joe Qin|Hongwei Zhao

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

DiffUFlow: Robust Fine-grained Urban Flow Inference with Denoising Diffusion Model.

Yuhao Zheng|Lian Zhong|Senzhang Wang|Yu Yang|Weixi Gu|Junbo Zhang|Jianxin Wang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

2022

Introduction to the Special Issue on Deep Learning for Spatio-Temporal Data: Part 2.

Senzhang Wang|Junbo Zhang|Yanjie Fu|Yong Li

ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 2

TrajFormer: Efficient Trajectory Classification with Transformers.

Yuxuan Liang|Kun Ouyang|Yiwei Wang|Xu Liu|Hongyang Chen|Junbo Zhang|Yu Zheng|Roger Zimmermann

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

Generative-Free Urban Flow Imputation.

Senzhang Wang|Jiyue Li|Hao Miao|Junbo Zhang|Junxing Zhu|Jianxin Wang

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

ACM TIST Special Issue on Deep Learning for Spatio-Temporal Data: Part 1.

Senzhang Wang|Junbo Zhang|Yanjie Fu|Yong Li

ACM Transactions on Intelligent Systems and Technology (TIST) 2021 Volume 12 Issue 6

Fine-Grained Urban Flow Prediction.

Yuxuan Liang|Kun Ouyang|Junkai Sun|Yiwei Wang|Junbo Zhang|Yu Zheng|David S. Rosenblum|Roger Zimmermann

WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph✱.

Zheyi Pan|Songyu Ke|Xiaodu Yang|Yuxuan Liang|Yong Yu|Junbo Zhang|Yu Zheng

WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

You Are How You Use: Catching Gas Theft Suspects among Diverse Restaurant Users.

Xiaodu Yang|Xiuwen Yi|Shun Chen|Sijie Ruan|Junbo Zhang|Yu Zheng|Tianrui Li

CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction.

Zheyi Pan|Zhaoyuan Wang|Weifeng Wang|Yong Yu|Junbo Zhang|Yu Zheng

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

CityTraffic: Modeling Citywide Traffic via Neural Memorization and Generalization Approach.

Xiuwen Yi|Zhewen Duan|Ting Li|Tianrui Li|Junbo Zhang|Yu Zheng

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

2018

DeepCrime: Attentive Hierarchical Recurrent Networks for Crime Prediction.

Chao Huang|Junbo Zhang|Yu Zheng|Nitesh V. Chawla

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018