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Dongjin Song

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Online GNN Evaluation Under Test-time Graph Distribution Shifts

Mar 15, 2024
Xin Zheng, Dongjin Song, Qingsong Wen, Bo Du, Shirui Pan

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$\textbf{S}^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting

Mar 09, 2024
Zijie Pan, Yushan Jiang, Sahil Garg, Anderson Schneider, Yuriy Nevmyvaka, Dongjin Song

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Weakly Supervised Change Detection via Knowledge Distillation and Multiscale Sigmoid Inference

Mar 09, 2024
Binghao Lu, Caiwen Ding, Jinbo Bi, Dongjin Song

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Structural Knowledge Informed Continual Multivariate Time Series Forecasting

Feb 20, 2024
Zijie Pan, Yushan Jiang, Dongjin Song, Sahil Garg, Kashif Rasul, Anderson Schneider, Yuriy Nevmyvaka

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Continual Learning on Graphs: Challenges, Solutions, and Opportunities

Feb 18, 2024
Xikun Zhang, Dongjin Song, Dacheng Tao

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Empowering Time Series Analysis with Large Language Models: A Survey

Feb 05, 2024
Yushan Jiang, Zijie Pan, Xikun Zhang, Sahil Garg, Anderson Schneider, Yuriy Nevmyvaka, Dongjin Song

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Rank Supervised Contrastive Learning for Time Series Classification

Jan 31, 2024
Qianying Ren, Dongsheng Luo, Dongjin Song

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Topology-aware Embedding Memory for Learning on Expanding Graphs

Jan 24, 2024
Xikun Zhang, Dongjin Song, Yixin Chen, Dacheng Tao

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Key Information Retrieval to Classify the Unstructured Data Content of Preferential Trade Agreements

Jan 23, 2024
Jiahui Zhao, Ziyi Meng, Stepan Gordeev, Zijie Pan, Dongjin Song, Sandro Steinbach, Caiwen Ding

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Federated Distributionally Robust Optimization with Non-Convex Objectives: Algorithm and Analysis

Jul 25, 2023
Yang Jiao, Kai Yang, Dongjin Song

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