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Dongsheng Li

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Automated Contrastive Learning Strategy Search for Time Series

Mar 19, 2024
Baoyu Jing, Yansen Wang, Guoxin Sui, Jing Hong, Jingrui He, Yuqing Yang, Dongsheng Li, Kan Ren

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Understanding Training-free Diffusion Guidance: Mechanisms and Limitations

Mar 19, 2024
Yifei Shen, Xinyang Jiang, Yezhen Wang, Yifan Yang, Dongqi Han, Dongsheng Li

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LSPT: Long-term Spatial Prompt Tuning for Visual Representation Learning

Feb 27, 2024
Shentong Mo, Yansen Wang, Xufang Luo, Dongsheng Li

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Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models

Feb 26, 2024
Yifu Gao, Linbo Qiao, Zhigang Kan, Zhihua Wen, Yongquan He, Dongsheng Li

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LLM-based Privacy Data Augmentation Guided by Knowledge Distillation with a Distribution Tutor for Medical Text Classification

Feb 26, 2024
Yiping Song, Juhua Zhang, Zhiliang Tian, Yuxin Yang, Minlie Huang, Dongsheng Li

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ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling

Feb 16, 2024
Yuqi Chen, Kan Ren, Yansen Wang, Yuchen Fang, Weiwei Sun, Dongsheng Li

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Frequency-aware Graph Signal Processing for Collaborative Filtering

Feb 13, 2024
Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu

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Efficient and Effective Time-Series Forecasting with Spiking Neural Networks

Feb 02, 2024
Changze Lv, Yansen Wang, Dongqi Han, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li

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TFDMNet: A Novel Network Structure Combines the Time Domain and Frequency Domain Features

Jan 29, 2024
Hengyue Pan, Yixin Chen, Zhiliang Tian, Peng Qiao, Linbo Qiao, Dongsheng Li

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POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation

Jan 16, 2024
Shilong Pan, Zhiliang Tian, Liang Ding, Zhen Huang, Zhihua Wen, Dongsheng Li

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