Xiao Han

36 papers A* 8A 2B 1Journal 20Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
BlossomRec: Block-level Fused Sparse Attention Mechanism for Sequential Recommendations.
WWW
Mengyang Ma, Xiaopeng Li, Wanyu Wang, Zhaocheng Du, Jingtong Gao, Pengyue Jia, Yuyang Ye, Yiqi Wang, Yunpeng Weng, Weihong Luo, Xiao Han, Xiangyu Zhao
2026 J jnl
Dual-Feature enhanced graph neural network for aspect sentiment Triplet extraction.
Neurocomputing
Linan Zhu, Jianlin Chen, Xiao Han, Xiangfan Chen, Mengfei Xu, Guojiang Shen, Xiangjie Kong
2026 J jnl
Enhancing Conversational Agents via Task-Oriented Adversarial Memory Adaptation.
CoRR
Yimin Deng, Yuqing Fu, Derong Xu, Yejing Wang, Wei Ni, Jingtong Gao, Xiaopeng Li, Chengxu Liu, Xiao Han, Guoshuai Zhao, Xiangyu Zhao, Li Zhu, Xueming Qian
2026 J jnl
Enhancing Cross-View UAV Geolocalization via LVLM-Driven Relational Modeling.
CoRR
Bowen Liu, Pengyue Jia, Wanyu Wang, Derong Xu, Jiawei Cheng, Jiancheng Dong, Xiao Han, Zimo Zhao, Chao Zhang, Bowen Yu, Fangyu Hong, Xiangyu Zhao
2026 A* conf
Multimodal Trajectory Representation Learning for Travel Time Estimation.
WWW
Zhi Liu, Xuyuan Hu, Xiao Han, Zhehao Dai, Zhaolin Deng, Guojiang Shen, Xiangjie Kong
2025 J jnl
A Dataset for Spatiotemporal-Sensitive POI Question Answering.
CoRR
Xiao Han, Dayan Pan, Xiangyu Zhao, Xuyuan Hu, Zhaolin Deng, Xiangjie Kong, Guojiang Shen
2025 J jnl
BlossomRec: Block-level Fused Sparse Attention Mechanism for Sequential Recommendations.
CoRR
Mengyang Ma, Xiaopeng Li, Wanyu Wang, Zhaocheng Du, Jingtong Gao, Pengyue Jia, Yuyang Ye, Yiqi Wang, Yunpeng Weng, Weihong Luo, Xiao Han, Xiangyu Zhao
2025 A conf
Contextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language Models.
CIKM
Dayan Pan, Zhaoyang Fu, Jingyuan Wang, Xiao Han, Yue Zhu, Xiangyu Zhao
2025 J jnl
Contextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language Models.
CoRR
Dayan Pan, Zhaoyang Fu, Jingyuan Wang, Xiao Han, Yue Zhu, Xiangyu Zhao
2025 J jnl
Data Efficient Adaptation in Large Language Models via Continuous Low-Rank Fine-Tuning.
CoRR
Xiao Han, Zimo Zhao, Wanyu Wang, Maolin Wang, Zitao Liu, Yi Chang, Xiangyu Zhao
2025 A conf
FedGVD: Efficient Federated Graph Learning via Unidirectional Distillation with Dynamic Virtual Nodes.
CIKM
Zhehao Dai, Guojiang Shen, Yuyue Hu, Jiaxin Du, Xiao Han, Xiangjie Kong
2025 A* conf
GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching.
AAAI
Xiao Han, Zijian Zhang, Xiangyu Zhao, Yuanshao Zhu, Guojiang Shen, Xiangjie Kong, Xuetao Wei, Liqiang Nie, Jieping Ye
2025 — conf
Learning Generalized and Flexible Trajectory Models from Omni-Semantic Supervision.
KDD (2)
Yuanshao Zhu, James Jianqiao Yu, Xiangyu Zhao, Xiao Han, Qidong Liu, Xuetao Wei, Yuxuan Liang
2025 J jnl
Learning Generalized and Flexible Trajectory Models from Omni-Semantic Supervision.
CoRR
Yuanshao Zhu, James Jianqiao Yu, Xiangyu Zhao, Xiao Han, Qidong Liu, Xuetao Wei, Yuxuan Liang
2025 B conf
Learning from Spatio-Temporal Data in the LLM Era: Foundations, Models, and Emerging Trends.
SSTD
Zijian Zhang, Xiao Han, Xiangyu Zhao, Chenjuan Guo, Bin Yang
2025 A* conf
Let's Group: A Plug-and-Play SubGraph Learning Method for Memory-Efficient Spatio-Temporal Graph Modeling.
IJCAI
Wenchao Weng, Hanyu Jiang, Mei Wu, Xiao Han, Haidong Gao, Guojiang Shen, Xiangjie Kong
2025 J jnl
Leveraging temporal validity of rules via LLMs for enhanced temporal knowledge graph reasoning.
Knowl. Based Syst.
Qihong Pan, Limin Yao, Guojiang Shen, Xiao Han, Yichuan Chen, Xiangjie Kong
2025 — conf
Multi-modal Recommendation with Joint Content and Interaction Augmentation.
MMAsia
Jiajie Deng, Haokun Wen, Xiao Han, Xuemeng Song, Xiangyu Zhao
2025 J jnl
Multimodal Trajectory Representation Learning for Travel Time Estimation.
CoRR
Zhi Liu, Xuyuan Hu, Xiao Han, Zhehao Dai, Zhaolin Deng, Guojiang Shen, Xiangjie Kong
2025 — conf
Swarm Intelligence in Geo-Localization: A Multi-Agent Large Vision-Language Model Collaborative Framework.
KDD (2)
Xiao Han, Chen Zhu, Hengshu Zhu, Xiangyu Zhao
2025 — conf
Web-Centric Human Mobility Analytics: Methods, Applications, and Future Directions in the LLM Era.
WWW (Companion Volume)
Zijian Zhang, Hao Miao, Yuxuan Liang, Yan Zhao, Xiao Han, Pengyue Jia, Bin Yang, Christian S. Jensen
2024 A* conf
Adapting Job Recommendations to User Preference Drift with Behavioral-Semantic Fusion Learning.
KDD
Xiao Han, Chen Zhu, Xiao Hu, Chuan Qin, Xiangyu Zhao, Hengshu Zhu
2024 J jnl
Adapting Job Recommendations to User Preference Drift with Behavioral-Semantic Fusion Learning.
CoRR
Xiao Han, Chen Zhu, Xiao Hu, Chuan Qin, Xiangyu Zhao, Hengshu Zhu
2024 J jnl
Deep Trajectory Recovery Approach of Offline Vehicles in the Internet of Vehicles.
IEEE Trans. Veh. Technol.
Xiao Han, Ding-Xuan Zhou, Guojiang Shen, Xiangjie Kong, Yulong Zhao
2024 A* conf
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models.
NeurIPS
Pengyue Jia, Yiding Liu, Xiaopeng Li, Xiangyu Zhao, Yuhao Wang, Yantong Du, Xiao Han, Xuetao Wei, Shuaiqiang Wang, Dawei Yin
2024 J jnl
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models.
CoRR
Pengyue Jia, Yiding Liu, Xiaopeng Li, Xiangyu Zhao, Yuhao Wang, Yantong Du, Xiao Han, Xuetao Wei, Shuaiqiang Wang, Dawei Yin
2024 J jnl
GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching.
CoRR
Xiao Han, Zijian Zhang, Xiangyu Zhao, Guojiang Shen, Xiangjie Kong, Xuetao Wei, Liqiang Nie, Jieping Ye
2024 A* conf
KDDC: Knowledge-Driven Disentangled Causal Metric Learning for Pre-Travel Out-of-Town Recommendation.
IJCAI
Yinghui Liu, Guojiang Shen, Chengyong Cui, Zhenzhen Zhao, Xiao Han, Jiaxin Du, Xiangyu Zhao, Xiangjie Kong
2024 J jnl
Swarm Intelligence in Geo-Localization: A Multi-Agent Large Vision-Language Model Collaborative Framework.
CoRR
Xiao Han, Chen Zhu, Xiangyu Zhao, Hengshu Zhu
2024 J jnl
Traffic data imputation
PeerJ Comput. Sci.
Yinghui Liu, Guojiang Shen, Nali Liu, Xiao Han, Zhenhui Xu, Junjie Zhou, Xiangjie Kong
2023 — conf
A Feedforward PID Control Approach for Reference Tracking of Virtually Coupled Train Set.
ITSC
Xiaolin Luo, Jingtong Gao, Yang Zhang, Xiao Han, HongJie Liu
2023 A* conf
Mitigating Action Hysteresis in Traffic Signal Control with Traffic Predictive Reinforcement Learning.
KDD
Xiao Han, Xiangyu Zhao, Liang Zhang, Wanyu Wang
2023 J jnl
Spatio-Temporal Digraph Convolutional Network-Based Taxi Pickup Location Recommendation.
IEEE Trans. Ind. Informatics
Yan Zhang, Guojiang Shen, Xiao Han, Wei Wang, Xiangjie Kong
2022 J jnl
An Attention-Based Digraph Convolution Network Enabled Framework for Congestion Recognition in Three-Dimensional Road Networks.
IEEE Trans. Intell. Transp. Syst.
Guojiang Shen, Xiao Han, Kwai-Sang Chin, Xiangjie Kong
2019 J jnl
Traffic Speed Prediction: An Attention-Based Method.
Sensors
Duanyang Liu, Longfeng Tang, Guojiang Shen, Xiao Han
2018 J jnl
Research on Intelligent Analysis and Depth Fusion of Multi-Source Traffic Data.
IEEE Access
Guojiang Shen, Xiao Han, Junjie Zhou, Zhongyuan Ruan, Qihong Pan