A Simple Yet Effective Method for Video Temporal Grounding with Cross-Modality Attention. - Binjie Zhang; Yu Li 003; Chun Yuan; Dejing Xu; Pin Jiang; Ying Shan (CoRR, 2020)

Region-aware POI Recommendation with Semantic Spatial Graph. - Jiakai Tang; Jiahui Jin; Zijia Miao; Binjie Zhang; Qi An; Jinghui Zhang (CSCWD, 2021)

Generating Dynamic Urban Traffic Based on Stochastic Origin-Destination Matrix. - Zhichang Wang; Binjie Zhang; Nu Xia; Jiahui Jin (CSCWD, 2022)

SPEMI: normalizing spatial imbalance with spatial eminence transformer for citywide region embedding. - Jun Tang; Haoxiang Zhang 003; Binjie Zhang; Jiahui Jin; Yan Lyu (GeoAI@SIGSPATIAL, 2022)

Hot-Refresh Model Upgrades with Regression-Free Compatible Training in Image Retrieval. - Binjie Zhang; Yixiao Ge; Yantao Shen 003; Yu Li 003; Chun Yuan; Xuyuan Xu; Yexin Wang; Ying Shan (ICLR, 2022)

Towards Universal Backward-Compatible Representation Learning. - Binjie Zhang; Yixiao Ge; Yantao Shen 003; Shupeng Su; Fanzi Wu; Chun Yuan; Xuyuan Xu; Yexin Wang; Ying Shan (IJCAI, 2022)

Multi-Step Occurrence Prediction of Urban Crimes with Enhanced GRU-ODE-Bayes Model. - Binjie Zhang; Zijia Miao; Xin Lin; Jun Tang; Jiahui Jin (SMC, 2022)

Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image Retrieval. - Binjie Zhang; Yixiao Ge; Yantao Shen 003; Yu Li 003; Chun Yuan; Xuyuan Xu; Yexin Wang; Ying Shan (CoRR, 2022)

Privacy-Preserving Model Upgrades with Bidirectional Compatible Training in Image Retrieval. - Shupeng Su; Binjie Zhang; Yixiao Ge; Xuyuan Xu; Yexin Wang; Chun Yuan; Ying Shan (CoRR, 2022)

Darwinian Model Upgrades: Model Evolving with Selective Compatibility. - Binjie Zhang; Shupeng Su; Yixiao Ge; Xuyuan Xu; Yexin Wang; Chun Yuan; Mike Zheng Shou; Ying Shan (AAAI, 2023)

TaCA: Upgrading Your Visual Foundation Model with Task-agnostic Compatible Adapter. - Binjie Zhang; Yixiao Ge; Xuyuan Xu; Ying Shan; Mike Zheng Shou (CoRR, 2023)

Learning context-aware region similarity with effective spatial normalization over Point-of-Interest data. - Jiahui Jin; Yifan Song 003; Dong Kan; Binjie Zhang; Yan Lyu; Jinghui Zhang; Hongru Lu (Inf. Process. Manag., 2024)