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Bryan Hooi

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KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection

Mar 04, 2024
Yuexin Li, Chengyu Huang, Shumin Deng, Mei Lin Lock, Tri Cao, Nay Oo, Bryan Hooi, Hoon Wei Lim

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Seeing is Believing: Mitigating Hallucination in Large Vision-Language Models via CLIP-Guided Decoding

Feb 23, 2024
Ailin Deng, Zhirui Chen, Bryan Hooi

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UniGraph: Learning a Cross-Domain Graph Foundation Model From Natural Language

Feb 21, 2024
Yufei He, Bryan Hooi

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Avoiding Feature Suppression in Contrastive Learning: Learning What Has Not Been Learned Before

Feb 19, 2024
Jihai Zhang, Xiang Lan, Xiaoye Qu, Yu Cheng, Mengling Feng, Bryan Hooi

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G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering

Feb 12, 2024
Xiaoxin He, Yijun Tian, Yifei Sun, Nitesh V. Chawla, Thomas Laurent, Yann LeCun, Xavier Bresson, Bryan Hooi

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Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

Feb 05, 2024
Zhiyuan Hu, Chumin Liu, Xidong Feng, Yilun Zhao, See-Kiong Ng, Anh Tuan Luu, Junxian He, Pang Wei Koh, Bryan Hooi

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HiPA: Enabling One-Step Text-to-Image Diffusion Models via High-Frequency-Promoting Adaptation

Nov 30, 2023
Yifan Zhang, Bryan Hooi

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Towards A Unified View of Answer Calibration for Multi-Step Reasoning

Nov 15, 2023
Shumin Deng, Ningyu Zhang, Nay Oo, Bryan Hooi

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UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting

Oct 28, 2023
Xu Liu, Junfeng Hu, Yuan Li, Shizhe Diao, Yuxuan Liang, Bryan Hooi, Roger Zimmermann

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Efficient Heterogeneous Graph Learning via Random Projection

Oct 23, 2023
Jun Hu, Bryan Hooi, Bingsheng He

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