ML Anthology

Fu, Dongqi

15 publications

ICLRW 2025 Automatic Scientific Claims Verification with Pruned Evidence Graph Liri Fang, Dongqi Fu, Vetle I Torvik
ICML 2025 Graph4MM: Weaving Multimodal Learning with Structural Information Xuying Ning, Dongqi Fu, Tianxin Wei, Wujiang Xu, Jingrui He
NeurIPS 2025 HeroFilter: Adaptive Spectral Graph Filter for Varying Heterophilic Relations Shuaicheng Zhang, Haohui Wang, Junhong Lin, Xiaojie Guo, Yada Zhu, Si Zhang, Dongqi Fu, Dawei Zhou
TMLR 2025 Hypergraphs as Weighted Directed Self-Looped Graphs: Spectral Properties, Clustering, Cheeger Inequality Zihao Li, Dongqi Fu, Hengyu Liu, Jingrui He
AISTATS 2025 Invariant Link Selector for Spatial-Temporal Out-of-Distribution Problem Katherine Tieu, Dongqi Fu, Jun Wu, Jingrui He
ICML 2025 Learnable Spatial-Temporal Positional Encoding for Link Prediction Katherine Tieu, Dongqi Fu, Zihao Li, Ross Maciejewski, Jingrui He
ICLR 2025 Learning Graph Quantized Tokenizers Limei Wang, Kaveh Hassani, Si Zhang, Dongqi Fu, Baichuan Yuan, Weilin Cong, Zhigang Hua, Hao Wu, Ning Yao, Bo Long
ICLR 2025 Temporal Heterogeneous Graph Generation with Privacy, Utility, and Efficiency Xinyu He, Dongqi Fu, Hanghang Tong, Ross Maciejewski, Jingrui He
ICML 2025 UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation Wangzhi Zhan, Jianpeng Chen, Dongqi Fu, Dawei Zhou
NeurIPS 2024 BackTime: Backdoor Attacks on Multivariate Time Series Forecasting Xiao Lin, Zhining Liu, Dongqi Fu, Ruizhong Qiu, Hanghang Tong
TMLR 2024 DrGNN: Deep Residual Graph Neural Network with Contrastive Learning Lecheng Zheng, Dongqi Fu, Ross Maciejewski, Jingrui He
ICMLW 2024 Generating Fine-Grained Causality in Climate Time Series Data for Forecasting and Anomaly Detection Dongqi Fu, Yada Zhu, Hanghang Tong, Kommy Weldemariam, Onkar Bhardwaj, Jingrui He
NeurIPS 2024 PageRank Bandits for Link Prediction Yikun Ban, Jiaru Zou, Zihao Li, Yunzhe Qi, Dongqi Fu, Jian Kang, Hanghang Tong, Jingrui He
NeurIPS 2024 Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed Katherine Tieu, Dongqi Fu, Yada Zhu, Hendrik Hamann, Jingrui He
ICLR 2024 VCR-Graphormer: A Mini-Batch Graph Transformer via Virtual Connections Dongqi Fu, Zhigang Hua, Yan Xie, Jin Fang, Si Zhang, Kaan Sancak, Hao Wu, Andrey Malevich, Jingrui He, Bo Long