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Detecting Harmful Agendas in News Articles


Jan 31, 2023
Melanie Subbiah, Amrita Bhattacharjee, Bobby Yilun Hua, Tharindu Kumarage, Huan Liu, Kathleen McKeown

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Nothing Stands Alone: Relational Fake News Detection with Hypergraph Neural Networks


Dec 24, 2022
Ujun Jeong, Kaize Ding, Lu Cheng, Ruocheng Guo, Kai Shu, Huan Liu

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* Accepted in IEEE Big Data 22 

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Transductive Linear Probing: A Novel Framework for Few-Shot Node Classification


Dec 11, 2022
Zhen Tan, Song Wang, Kaize Ding, Jundong Li, Huan Liu

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* Accepted to the First Learning on Graph Conference (LoG 2022) 

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FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting


Dec 02, 2022
Maowei Jiang, Pengyu Zeng, Kai Wang, Huan Liu, Wenbo Chen, Haoran Liu

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* 11pages.10 figures,conference. arXiv admin note: text overlap with arXiv:2205.14415 by other authors 

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Distributional Shift Adaptation using Domain-Specific Features


Nov 09, 2022
Anique Tahir, Lu Cheng, Ruocheng Guo, Huan Liu

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GOOD-D: On Unsupervised Graph Out-Of-Distribution Detection


Nov 08, 2022
Yixin Liu, Kaize Ding, Huan Liu, Shirui Pan

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* Accepted by WSDM 2023. 10 pages, 4 figures 

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Improving ProtoNet for Few-Shot Video Object Recognition: Winner of ORBIT Challenge 2022


Oct 01, 2022
Li Gu, Zhixiang Chi, Huan Liu, Yuanhao Yu, Yang Wang

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* Winner of ORBIT Challenge 2022 

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Domain Generalization -- A Causal Perspective


Sep 30, 2022
Paras Sheth, Raha Moraffah, K. Selçuk Candan, Adrienne Raglin, Huan Liu

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Debiasing Word Embeddings with Nonlinear Geometry


Aug 29, 2022
Lu Cheng, Nayoung Kim, Huan Liu

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* Accepted to COLING2022 

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Learning with Few Labeled Nodes via Augmented Graph Self-Training


Aug 26, 2022
Kaize Ding, Elnaz Nouri, Guoqing Zheng, Huan Liu, Ryen White

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* Under Review 

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