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Kaixiong Zhou

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Privacy-preserving Fine-tuning of Large Language Models through Flatness

Mar 07, 2024
Tiejin Chen, Longchao Da, Huixue Zhou, Pingzhi Li, Kaixiong Zhou, Tianlong Chen, Hua Wei

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LETA: Learning Transferable Attribution for Generic Vision Explainer

Dec 23, 2023
Guanchu Wang, Yu-Neng Chuang, Fan Yang, Mengnan Du, Chia-Yuan Chang, Shaochen Zhong, Zirui Liu, Zhaozhuo Xu, Kaixiong Zhou, Xuanting Cai, Xia Hu

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PokeMQA: Programmable knowledge editing for Multi-hop Question Answering

Dec 23, 2023
Hengrui Gu, Kaixiong Zhou, Xiaotian Han, Ninghao Liu, Ruobing Wang, Xin Wang

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Marginal Nodes Matter: Towards Structure Fairness in Graphs

Oct 23, 2023
Xiaotian Han, Kaixiong Zhou, Ting-Hsiang Wang, Jundong Li, Fei Wang, Na Zou

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DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research

Sep 04, 2023
Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Kwei-Herng Lai, Daochen Zha, Ruixiang Tang, Fan Yang, Alfredo Costilla Reyes, Kaixiong Zhou, Xiaoqian Jiang, Xia Hu

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Hessian-aware Quantized Node Embeddings for Recommendation

Sep 02, 2023
Huiyuan Chen, Kaixiong Zhou, Kwei-Herng Lai, Chin-Chia Michael Yeh, Yan Zheng, Xia Hu, Hao Yang

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ENGAGE: Explanation Guided Data Augmentation for Graph Representation Learning

Jul 03, 2023
Yucheng Shi, Kaixiong Zhou, Ninghao Liu

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Editable Graph Neural Network for Node Classifications

May 24, 2023
Zirui Liu, Zhimeng Jiang, Shaochen Zhong, Kaixiong Zhou, Li Li, Rui Chen, Soo-Hyun Choi, Xia Hu

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Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model

May 24, 2023
Zirui Liu, Guanchu Wang, Shaochen Zhong, Zhaozhuo Xu, Daochen Zha, Ruixiang Tang, Zhimeng Jiang, Kaixiong Zhou, Vipin Chaudhary, Shuai Xu, Xia Hu

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Compress, Then Prompt: Improving Accuracy-Efficiency Trade-off of LLM Inference with Transferable Prompt

May 17, 2023
Zhaozhuo Xu, Zirui Liu, Beidi Chen, Yuxin Tang, Jue Wang, Kaixiong Zhou, Xia Hu, Anshumali Shrivastava

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