Xu, Jiarong

15 publications

ICML 2025 Rethinking Time Encoding via Learnable Transformation Functions Xi Chen, Yateng Tang, Jiarong Xu, Jiawei Zhang, Siwei Zhang, Sijia Peng, Xuehao Zheng, Yun Xiong

NeurIPS 2025 Tree of Preferences for Diversified Recommendation Hanyang Yuan, Ning Tang, Tongya Zheng, Jiarong Xu, Xintong Hu, Renhong Huang, Shunyu Liu, Jiacong Hu, Jiawei Chen, Mingli Song

NeurIPS 2025 Unifying Text Semantics and Graph Structures for Temporal Text-Attributed Graphs with Large Language Models Siwei Zhang, Yun Xiong, Yateng Tang, Jiarong Xu, Xi Chen, Zehao Gu, Xuehao Zheng, Zi'an Jia, Jiawei Zhang

NeurIPS 2024 Can Graph Neural Networks Expose Training Data Properties? an Efficient Risk Assessment Approach Hanyang Yuan, Jiarong Xu, Renhong Huang, Mingli Song, Chunping Wang, Yang Yang

NeurIPS 2024 Extracting Training Data from Molecular Pre-Trained Models Renhong Huang, Jiarong Xu, Zhiming Yang, Xiang Si, Xin Jiang, Hanyang Yuan, Chunping Wang, Yang Yang

AAAI 2024 Measuring Task Similarity and Its Implication in Fine-Tuning Graph Neural Networks Renhong Huang, Jiarong Xu, Xin Jiang, Chenglu Pan, Zhiming Yang, Chunping Wang, Yang Yang

AAAI 2024 Towards Fair Graph Federated Learning via Incentive Mechanisms Chenglu Pan, Jiarong Xu, Yue Yu, Ziqi Yang, Qingbiao Wu, Chunping Wang, Lei Chen, Yang Yang

AAAI 2024 Value at Adversarial Risk: A Graph Defense Strategy Against Cost-Aware Attacks Junlong Liao, Wenda Fu, Cong Wang, Zhongyu Wei, Jiarong Xu

NeurIPS 2023 Better with Less: A Data-Active Perspective on Pre-Training Graph Neural Networks Jiarong Xu, Renhong Huang, Xin Jiang, Yuxuan Cao, Carl Yang, Chunping Wang, Yang Yang

AAAI 2023 DropMessage: Unifying Random Dropping for Graph Neural Networks Taoran Fang, Zhiqing Xiao, Chunping Wang, Jiarong Xu, Xuan Yang, Yang Yang

IJCAI 2022 Beyond Homophily: Structure-Aware Path Aggregation Graph Neural Network Yifei Sun, Haoran Deng, Yang Yang, Chunping Wang, Jiarong Xu, Renhong Huang, Linfeng Cao, Yang Wang, Lei Chen

AAAI 2022 Blindfolded Attackers Still Threatening: Strict Black-Box Adversarial Attacks on Graphs Jiarong Xu, Yizhou Sun, Xin Jiang, Yanhao Wang, Chunping Wang, Jiangang Lu, Yang Yang

IJCAI 2022 Can Abnormality Be Detected by Graph Neural Networks? Ziwei Chai, Siqi You, Yang Yang, Shiliang Pu, Jiarong Xu, Haoyang Cai, Weihao Jiang

NeurIPS 2022 DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection Xuanwen Huang, Yang Yang, Yang Wang, Chunping Wang, Zhisheng Zhang, Jiarong Xu, Lei Chen, Michalis Vazirgiannis

AAAI 2022 Unsupervised Adversarially Robust Representation Learning on Graphs Jiarong Xu, Yang Yang, Junru Chen, Xin Jiang, Chunping Wang, Jiangang Lu, Yizhou Sun