Xia, Lianghao

11 publications

NeurIPS 2025 AI-Researcher: Autonomous Scientific Innovation Jiabin Tang, Lianghao Xia, Zhonghang Li, Chao Huang

ICML 2024 FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction Zhonghang Li, Lianghao Xia, Yong Xu, Chao Huang

IJCAI 2023 Denoised Self-Augmented Learning for Social Recommendation Tianle Wang, Lianghao Xia, Chao Huang

NeurIPS 2023 GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks Zhonghang Li, Lianghao Xia, Yong Xu, Chao Huang

ICLR 2023 LightGCL: Simple yet Effective Graph Contrastive Learning for Recommendation Xuheng Cai, Chao Huang, Lianghao Xia, Xubin Ren

ICML 2023 Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation Qianru Zhang, Chao Huang, Lianghao Xia, Zheng Wang, Siu Ming Yiu, Ruihua Han

AAAI 2021 Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-Based Recommendation Chao Huang, Jiahui Chen, Lianghao Xia, Yong Xu, Peng Dai, Yanqing Chen, Liefeng Bo, Jiashu Zhao, Jimmy Xiangji Huang

AAAI 2021 Knowledge-Aware Coupled Graph Neural Network for Social Recommendation Chao Huang, Huance Xu, Yong Xu, Peng Dai, Lianghao Xia, Mengyin Lu, Liefeng Bo, Hao Xing, Xiaoping Lai, Yanfang Ye

AAAI 2021 Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Xiyue Zhang, Hongsheng Yang, Jian Pei, Liefeng Bo

IJCAI 2021 Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo, Xiyue Zhang, Tianyi Chen

AAAI 2021 Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng