Fu, Dongqi

19 publications

ICLR 2026 Geometric Constraints for Small Language Models to Understand and Expand Scientific Taxonomies Liri Fang, Dongqi Fu, Jiawei Han, Jingrui He, Vetle I Torvik

ICLR 2026 Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative Zihao Li, Xiao Lin, Zhining Liu, Jiaru Zou, Ziwei Wu, Lecheng Zheng, Dongqi Fu, Yada Zhu, Hendrik Hamann, Hanghang Tong, Jingrui He

ICLR 2026 MC-Search: Evaluating and Enhancing Multimodal Agentic Search with Structured Long Reasoning Chains Xuying Ning, Dongqi Fu, Tianxin Wei, Mengting Ai, Jiaru Zou, Ting-Wei Li, Hanghang Tong, Yada Zhu, Hendrik Hamann, Jingrui He

ICLR 2026 OwlEye: Zero-Shot Learner for Cross-Domain Graph Data Anomaly Detection Lecheng Zheng, Dongqi Fu, Zihao Li, Jingrui He

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