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• PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model

  Yunlong Huang, Junshuo Liu, Ke Xian, Robert Caiming Qiu

  3842-3850

  2025-04-11

• Mode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition

  Wissam J. Baddar, Yong Man Ro

  3215-3223

  2019-07-17

• Causality-inspired Federated Learning for Dynamic Spatio-Temporal Graphs

  Yuxuan Liu, Wenchao Xu, Haozhao Wang, Zhiming He, Zhaofeng Shi, Chongyang Xu, Peichao Wang, Boyuan Zhang

  23926-23934

  2026-03-14

• A Probabilistic Framework for Land Deformation Prediction (Student Abstract)

  Rongfan Li, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong

  13001-13002

  2022-06-28

• Temporal Graph Contrastive Learning for Sequential Recommendation

  Shengzhe Zhang, Liyi Chen, Chao Wang, Shuangli Li, Hui Xiong

  9359-9367

  2024-03-24

• Knowledge Graph Guided Heterogeneity-Informed Diffusion Model for Spatio-Temporal Generation

  Zi'ang Wang, Lei Chen, Yuanchang Jin, Pan Deng, Shuangshuang Pang, Junting Liu, Yu Zhao

  15915-15923

  2026-03-14

• Self-Regulating Cars: Automating Traffic Control in Free Flow Road Networks

  Ankit Bhardwaj, Rohail Asim, Sachin Kumar Chauhan, Yasir Zaki, Lakshmi Subramanian

  38242-38251

  2026-03-14

• Driving with Regulation: Trustworthy and Interpretable Decision-Making for Autonomous Driving with Retrieval-Augmented Reasoning

  Tianhui Cai, Yifan Liu, Zewei Zhou, Haoxuan Ma, Seth Z. Zhao, Zhiwen Wu, Xu Han, Zhiyu Huang, Jiaqi Ma

  38287-38295

  2026-03-14

• Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning

  Junlin He, Tong Nie, Wei Ma

  17094-17104

  2025-04-11

• Contrastive Spatio-Temporal Pretext Learning for Self-Supervised Video Representation

  Yujia Zhang, Lai-Man Po, Xuyuan Xu, Mengyang Liu, Yexin Wang, Weifeng Ou, Yuzhi Zhao, Wing-Yin Yu

  3380-3389

  2022-06-28

• DyETC: Dynamic Electronic Toll Collection for Traffic Congestion Alleviation

  Haipeng Chen, Bo An, Guni Sharon, Josiah Hanna, Peter Stone, Chunyan Miao, Yeng Soh

  2018-04-25

• Hierarchically and Cooperatively Learning Traffic Signal Control

  Bingyu Xu, Yaowei Wang, Zhaozhi Wang, Huizhu Jia, Zongqing Lu

  669-677

  2021-05-18

• Cellular Network Traffic Scheduling With Deep Reinforcement Learning

  Sandeep Chinchali, Pan Hu, Tianshu Chu, Manu Sharma, Manu Bansal, Rakesh Misra, Marco Pavone, Sachin Katti

  2018-04-25

• MalDetectFormer: Leveraging Sparse SpatioTemporal Information for Effective Malicious Traffic Detection

  Shuai Zhang, Yu Fan, Haoyi Zhou, Bo Li

  22533-22541

  2025-04-11

• FlightBERT++: A Non-autoregressive Multi-Horizon Flight Trajectory Prediction Framework

  Dongyue Guo, Zheng Zhang, Zhen Yan, Jianwei Zhang, Yi Lin

  127-134

  2024-03-25

• Learning-Augmented Algorithms for Online TSP on the Line

  Themistoklis Gouleakis, Konstantinos Lakis, Golnoosh Shahkarami

  11989-11996

  2023-06-26

• CI-STHPAN: Pre-trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph

  Hongjie Xia, Huijie Ao, Long Li, Yu Liu, Sen Liu, Guangnan Ye, Hongfeng Chai

  9187-9195

  2024-03-24

• SS-GEN: A Social Story Generation Framework with Large Language Models

  Yi Feng, Mingyang Song, Jiaqi Wang, Zhuang Chen, Guanqun Bi, Minlie Huang, Liping Jing, Jian Yu

  1300-1308

  2025-04-11

• KGCRR: An Effective Metric-Driven Knowledge Graph Completion Framework by Designing a Novel Upper Bound Function with Adaptive Approximation to Reciprocal Rank

  Kuan Xu, Kuo Yang, Jian Liu, Xiangkui Lu, Jun Wu, Xuezhong Zhou

  12927-12935

  2025-04-11

• TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents

  Yuexin Ma, Xinge Zhu, Sibo Zhang, Ruigang Yang, Wenping Wang, Dinesh Manocha

  6120-6127

  2019-07-17

• BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning

  Xiao Xu, Chenfei Wu, Shachar Rosenman, Vasudev Lal, Wanxiang Che, Nan Duan

  10637-10647

  2023-06-26

• BulletTime4D: Towards High Spatio-Temporal Resolution Dynamic Scene Rendering via Spike-Guided Stereo Vision

  Yiqian Chang, Haoran Xu, Qinghong Ye, Jianing Li, Xuan Wang, Wei Zhang, Peixi Peng

  2743-2751

  2026-03-14

• R-AVST: Empowering Video-LLMs with Fine-Grained Spatio-Temporal Reasoning in Complex Audio-Visual Scenarios

  Zhu Lu, Tiantian Geng, Yangye Chen, Teng Wang, Ping Lu, Feng Zheng

  7627-7635

  2026-03-14

• Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation

  Pengpeng Zhao, Haifeng Zhu, Yanchi Liu, Jiajie Xu, Zhixu Li, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou

  5877-5884

  2019-07-17

• Region-Based Message Exploration over Spatio-Temporal Data Streams

  Lisi Chen, Shuo Shang

  873-880

  2019-07-17