Han, Peng

15 publications

IJCAI 2025 Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation Xuan Rao, Shuo Shang, Lisi Chen, Renhe Jiang, Peng Han

IJCAI 2025 Not All Layers of LLMs Are Necessary During Inference Siqi Fan, Xin Jiang, Xiang Li, Xuying Meng, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang

AAAI 2025 SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction Zetao Li, Zheng Hu, Peng Han, Yu Gu, Shimin Cai

IJCAI 2025 ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting Hongyu Wang, Lisi Chen, Shuo Shang, Peng Han, Christian S. Jensen

AAAI 2024 KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding Zhen Chen, Dalin Zhang, Shanshan Feng, Kaixuan Chen, Lisi Chen, Peng Han, Shuo Shang

AAAI 2024 Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring Peng Tang, Zhiqiang Xu, Chunlai Zhou, Pengfei Wei, Peng Han, Xin Cao, Tobias Lasser

AAAI 2023 GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM Silin Zhou, Jing Li, Hao Wang, Shuo Shang, Peng Han

AAAI 2023 Heterogeneous Region Embedding with Prompt Learning Silin Zhou, Dan He, Lisi Chen, Shuo Shang, Peng Han

AAAI 2023 Next POI Recommendation with Dynamic Graph and Explicit Dependency Feiyu Yin, Yong Liu, Zhiqi Shen, Lisi Chen, Shuo Shang, Peng Han

IJCAI 2022 FOGS: First-Order Gradient Supervision with Learning-Based Graph for Traffic Flow Forecasting Xuan Rao, Hao Wang, Liang Zhang, Jing Li, Shuo Shang, Peng Han

AAAI 2022 GNN-Retro: Retrosynthetic Planning with Graph Neural Networks Peng Han, Peilin Zhao, Chan Lu, Junzhou Huang, Jiaxiang Wu, Shuo Shang, Bin Yao, Xiangliang Zhang

IJCAI 2022 Interactive Information Extraction by Semantic Information Graph Siqi Fan, Yequan Wang, Jing Li, Zheng Zhang, Shuo Shang, Peng Han

IJCAI 2020 Contextualized Point-of-Interest Recommendation Peng Han, Zhongxiao Li, Yong Liu, Peilin Zhao, Jing Li, Hao Wang, Shuo Shang

IJCAI 2020 Learning Personalized Itemset Mapping for Cross-Domain Recommendation Yinan Zhang, Yong Liu, Peng Han, Chunyan Miao, Lizhen Cui, Baoli Li, Haihong Tang

IJCAI 2015 Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing Yulei Niu, Zhiwu Lu, Songfang Huang, Peng Han, Ji-Rong Wen