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Yinan Li

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HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces

Dec 25, 2023
Jiaxin Pan, Mojtaba Nayyeri, Yinan Li, Steffen Staab

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Semi-Supervised Panoptic Narrative Grounding

Oct 27, 2023
Danni Yang, Jiayi Ji, Xiaoshuai Sun, Haowei Wang, Yinan Li, Yiwei Ma, Rongrong Ji

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Efficient Active Learning Halfspaces with Tsybakov Noise: A Non-convex Optimization Approach

Oct 23, 2023
Yinan Li, Chicheng Zhang

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Provable Advantage of Parameterized Quantum Circuit in Function Approximation

Oct 11, 2023
Zhan Yu, Qiuhao Chen, Yuling Jiao, Yinan Li, Xiliang Lu, Xin Wang, Jerry Zhijian Yang

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Noise-Augmented $\ell_0$ Regularization of Tensor Regression with Tucker Decomposition

Feb 19, 2023
Tian Yan, Yinan Li, Fang Liu

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Clover: Towards A Unified Video-Language Alignment and Fusion Model

Jul 16, 2022
Jingjia Huang, Yinan Li, Jiashi Feng, Xiaoshuai Sun, Rongrong Ji

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Adaptive Noisy Data Augmentation for Regularized Estimation and Inference in Generalized Linear Models

Apr 18, 2022
Yinan Li, Fang Liu

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Noise-Augmented Privacy-Preserving Empirical Risk Minimization with Dual-purpose Regularizer and Privacy Budget Retrieval and Recycling

Oct 16, 2021
Yinan Li, Fang Liu

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Improved Algorithms for Efficient Active Learning Halfspaces with Massart and Tsybakov noise

Feb 10, 2021
Chicheng Zhang, Yinan Li

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Qd-tree: Learning Data Layouts for Big Data Analytics

Apr 22, 2020
Zongheng Yang, Badrish Chandramouli, Chi Wang, Johannes Gehrke, Yinan Li, Umar Farooq Minhas, Per-Åke Larson, Donald Kossmann, Rajeev Acharya

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