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Wei Cheng

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InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration

Feb 18, 2024
Fali Wang, Runxue Bao, Suhang Wang, Wenchao Yu, Yanchi Liu, Wei Cheng, Haifeng Chen

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Parametric Augmentation for Time Series Contrastive Learning

Feb 16, 2024
Xu Zheng, Tianchun Wang, Wei Cheng, Aitian Ma, Haifeng Chen, Mo Sha, Dongsheng Luo

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Uncertainty Decomposition and Quantification for In-Context Learning of Large Language Models

Feb 15, 2024
Chen Ling, Xujiang Zhao, Wei Cheng, Yanchi Liu, Yiyou Sun, Xuchao Zhang, Mika Oishi, Takao Osaki, Katsushi Matsuda, Jie Ji, Guangji Bai, Liang Zhao, Haifeng Chen

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PAC Learnability under Explanation-Preserving Graph Perturbations

Feb 07, 2024
Xu Zheng, Farhad Shirani, Tianchun Wang, Shouwei Gao, Wenqian Dong, Wei Cheng, Dongsheng Luo

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Chatbot Meets Pipeline: Augment Large Language Model with Definite Finite Automaton

Feb 06, 2024
Yiyou Sun, Junjie Hu, Wei Cheng, Haifeng Chen

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Prompt-based Domain Discrimination for Multi-source Time Series Domain Adaptation

Dec 19, 2023
Junxiang Wang, Guangji Bai, Wei Cheng, Zhengzhang Chen, Liang Zhao, Haifeng Chen

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Open-ended Commonsense Reasoning with Unrestricted Answer Scope

Oct 27, 2023
Chen Ling, Xuchao Zhang, Xujiang Zhao, Yanchi Liu, Wei Cheng, Mika Oishi, Takao Osaki, Katsushi Matsuda, Haifeng Chen, Liang Zhao

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DyExplainer: Explainable Dynamic Graph Neural Networks

Oct 25, 2023
Tianchun Wang, Dongsheng Luo, Wei Cheng, Haifeng Chen, Xiang Zhang

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A Survey on Detection of LLMs-Generated Content

Oct 24, 2023
Xianjun Yang, Liangming Pan, Xuandong Zhao, Haifeng Chen, Linda Petzold, William Yang Wang, Wei Cheng

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Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy for Language Models

Oct 19, 2023
Jianwei Li, Qi Lei, Wei Cheng, Dongkuan Xu

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