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• Temporal Adaptive RGBT Tracking with Modality Prompt

  Hongyu Wang, Xiaotao Liu, Yifan Li, Meng Sun, Dian Yuan, Jing Liu

  5436-5444

  2024-03-24

• Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout

  Hongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Xuan Song, Renhe Jiang, Lingyu Zhang, Yi Xie, Zhongyi Wang, Boyuan Zhang

  4668-4675

  2023-06-26

• EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction

  Chengjie Ge, Xueyang Fu, Peng He, Kunyu Wang, Chengzhi Cao, Zheng-Jun Zha

  3104-3112

  2025-04-11

• Neural Collective Graphical Models for Estimating Spatio-Temporal Population Flow from Aggregated Data

  Tomoharu Iwata, Hitoshi Shimizu

  3935-3942

  2019-07-17

• Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling

  Liangzhe Han, Ruixing Zhang, Leilei Sun, Bowen Du, Yanjie Fu, Tongyu Zhu

  4293-4301

  2023-06-26

• BraSTORM: A Dual-Branch Self-Supervised Framework for EEG Representation Learning via Input-Level Spatio-Temporal Decomposition

  Yifan Wang, Der-Horng Lee, Bruce X.B. Yu

  17805-17813

  2026-03-14

• DarkFarseer: Robust Spatio-Temporal Kriging Under Graph Sparsity and Noise

  Zhuoxuan Liang, Wei Li, Dalin Zhang, Ziyu Jia, Yidan Chen, Zhihong Wang, Xiangping Zheng, Moustafa Youssef

  23451-23459

  2026-03-14

• LeanRAG: Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval

  Yaoze Zhang, Rong Wu, Pinlong Cai, Xiaoman Wang, Guohang Yan, Song Mao, Ding Wang, Botian Shi

  34862-34869

  2026-03-14

• Expressive Real-Time Intersection Scheduling

  Rick Goldstein, Stephen Smith

  2018-04-26

• Adaptive Meta-Learning Probabilistic Inference Framework for Long Sequence Prediction

  Jianping Zhu, Xin Guo, Yang Chen, Yao Yang, Wenbo Li, Bo Jin, Fei Wu

  17159-17166

  2024-03-24

• Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data

  Ziang Yan, Xingyu Zhao, Hanqing Ma, Wei Chen, Jianpeng Qi, Yanwei Yu, Junyu Dong

  12999-13007

  2025-04-11

• When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks

  Dong Wang, Junbo Zhang, Wei Cao, Jian Li, Yu Zheng

  2018-04-26

• Divide and Conquer: Question-Guided Spatio-Temporal Contextual Attention for Video Question Answering

  Jianwen Jiang, Ziqiang Chen, Haojie Lin, Xibin Zhao, Yue Gao

  11101-11108

  2020-04-03

• Event-Aware Multimodal Mobility Nowcasting

  Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki

  4228-4236

  2022-06-28

• Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning

  Kaibin Tian, Yanhua Cheng, Yi Liu, Xinglin Hou, Quan Chen, Han Li

  5207-5214

  2024-03-24

• Transfer Adversarial Hashing for Hamming Space Retrieval

  Zhangjie Cao, Mingsheng Long, Chao Huang, Jianmin Wang

  2018-04-27

• MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control

  Xinshi Zang, Huaxiu Yao, Guanjie Zheng, Nan Xu, Kai Xu, Zhenhui Li

  1153-1160

  2020-04-03

• Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation

  Zhaofan Zhang, Yanan Xiao, Lu Jiang, Dingqi Yang, Minghao Yin, Pengyang Wang

  9396-9404

  2024-03-24

• Transformer-Style Relational Reasoning with Dynamic Memory Updating for Temporal Network Modeling

  Dongkuan Xu, Junjie Liang, Wei Cheng, Hua Wei, Haifeng Chen, Xiang Zhang

  4546-4554

  2021-05-18

• MIRAGE: Scaling Test-Time Inference with Parallel Graph-Retrieval-Augmented Reasoning Chains

  Kaiwen Wei, Rui Shan, Dongsheng Zou, Jianzhong Yang, Bi Zhao, Junnan Zhu, Jiang Zhong

  33818-33826

  2026-03-14

• Overcoming Forgetting in Fine-Grained Urban Flow Inference via Adaptive Knowledge Replay

  Haoyang Yu, Xovee Xu, Ting Zhong, Fan Zhou

  5393-5401

  2023-06-26

• Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction

  Mohan Gao, Kexin Xu, Xiaofeng Gao, Tengwei Cai, Haoyuan Ge

  11681-11689

  2025-04-11

• City-Scale Pollution Aware Traffic Routing by Sampling Max Flows Using MCMC

  Shreevignesh Suriyanarayanan, Praveen Paruchuri, Girish Varma

  14496-14503

  2023-06-26

• Generating Traffic Scenarios via In-Context Learning to Learn Better Motion Planner

  Aizierjiang Aiersilan

  14539-14547

  2025-04-11

• Robust Temporal Smoothness in Multi-Task Learning

  Menghui Zhou, Yu Zhang, Yun Yang, Tong Liu, Po Yang

  11426-11434

  2023-06-26