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• Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification

  Bohan Li, Xiao Xu, Xinghao Wang, Yutai Hou, Yunlong Feng, Feng Wang, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che

  3018-3027

  2024-03-24

• MMRAG-RFT: Two-stage Reinforcement Fine-tuning for Explainable Multi-modal Retrieval-augmented Generation

  Shengwei Zhao, Jingwen Yao, Sitong Wei, Linhai Xu, Yuying Liu, Dong Zhang, Zhiqiang Tian, Shaoyi Du

  34968-34975

  2026-03-14

• SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction

  Zetao Li, Zheng Hu, Peng Han, Yu Gu, Shimin Cai

  12130-12138

  2025-04-11

• Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction

  Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng

  4356-4364

  2023-06-26

• A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction

  Weilin Ruan, Xilin Dang, Ziyu Zhou, Sisuo Lyu, Yuxuan Liang

  39163-39172

  2026-03-14

• GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting

  Beibei Wang, Youfang Lin, Shengnan Guo, Huaiyu Wan

  4402-4409

  2021-05-18

• Expand Your SCOPE: Semantic Cognition over Potential-Based Exploration for Embodied Visual Navigation

  Ningnan Wang, Weihuang Chen, Liming Chen, Haoxuan Ji, Zhongyu Guo, Xuchong Zhang, Hongbin Sun

  18620-18628

  2026-03-14

• Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification

  Libo Qin, Zhouyang Li, Wanxiang Che, Minheng Ni, Ting Liu

  13709-13717

  2021-05-18

• Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction

  Sicheng He, Junzhong Ji, Minglong Lei

  11772-11780

  2025-04-11

• Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction

  Guangyin Jin, Lingbo Liu, Fuxian Li, Jincai Huang

  14268-14276

  2023-06-26

• CognTKE: A Cognitive Temporal Knowledge Extrapolation Framework

  Wei Chen, Yuting Wu, Shuhan Wu, Zhiyu Zhang, Mengqi Liao, Youfang Lin, Huaiyu Wan

  14815-14823

  2025-04-11

• Spatio-Temporal Pivotal Graph Neural Networks for Traffic Flow Forecasting

  Weiyang Kong, Ziyu Guo, Yubao Liu

  8627-8635

  2024-03-24

• Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning

  Letian Gong, Youfang Lin, Shengnan Guo, Yan Lin, Tianyi Wang, Erwen Zheng, Zeyu Zhou, Huaiyu Wan

  4276-4283

  2023-06-26

• Style Nursing with Spatial and Semantic Guidance for Zero-Shot Traffic Scene Style Transfer

  Zhen Wang, Zihang Lin, Meng Yuan, Yuehu Liu, Chi Zhang

  8214-8222

  2025-04-11

• PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction

  Jiawei Jiang, Chengkai Han, Wayne Xin Zhao, Jingyuan Wang

  4365-4373

  2023-06-26

• CoDe: Communication Delay-Tolerant Multi-Agent Collaboration via Dual Alignment of Intent and Timeliness

  Shoucheng Song, Youfang Lin, Sheng Han, Chang Yao, Hao Wu, Shuo Wang, Kai Lv

  23304-23312

  2025-04-11

• MetaGameBO: Hierarchical Game-Theoretic Driven Robust Meta-Learning for Bayesian Optimization

  Hui Li, Huafeng Liu, Yiran Fu, Shuyang Lin, Baoxin Zhang, Deqiang Ouyang, Liping Jing, Jian Yu

  36705-36713

  2026-03-14

• DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation

  Xiaowei Mao, Yan Lin, Shengnan Guo, Yubin Chen, Xingyu Xian, Haomin Wen, Qisen Xu, Youfang Lin, Huaiyu Wan

  12390-12398

  2025-04-11

• Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction

  Yan Lin, Huaiyu Wan, Shengnan Guo, Youfang Lin

  4241-4248

  2021-05-18

• Spatio-Temporal Meta-Graph Learning for Traffic Forecasting

  Renhe Jiang, Zhaonan Wang, Jiawei Yong, Puneet Jeph, Quanjun Chen, Yasumasa Kobayashi, Xuan Song, Shintaro Fukushima, Toyotaro Suzumura

  8078-8086

  2023-06-26

• GMAN: A Graph Multi-Attention Network for Traffic Prediction

  Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, Jianzhong Qi

  1234-1241

  2020-04-03

• AutoSTL: Automated Spatio-Temporal Multi-Task Learning

  Zijian Zhang, Xiangyu Zhao, Hao Miao, Chunxu Zhang, Hongwei Zhao, Junbo Zhang

  4902-4910

  2023-06-26

• Towards Complex Scenarios: Building End-to-End Task-Oriented Dialogue System across Multiple Knowledge Bases

  Libo Qin, Zhouyang Li, Qiying Yu, Lehan Wang, Wanxiang Che

  13483-13491

  2023-06-26

• Causal Conditional Hidden Markov Model for Multimodal Traffic Prediction

  Yu Zhao, Pan Deng, Junting Liu, Xiaofeng Jia, Mulan Wang

  4929-4936

  2023-06-26

• What Effects the Generalization in Visual Reinforcement Learning: Policy Consistency with Truncated Return Prediction

  Shuo Wang, Zhihao Wu, Xiaobo Hu, Jinwen Wang, Youfang Lin, Kai Lv

  5590-5598

  2024-03-24