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Yifan Chen 0004
Person information
- affiliation: Hong Kong Baptist University
- affiliation (former): University of Illinois Urbana-Champaign, IL, USA
Other persons with the same name
- Yifan Chen (aka: Yi-Fan Chen) — disambiguation page
- Yifan Chen 0001 — University of Waikato, School of Engineering Academic, Hamilton, New Zealand (and 5 more)
- Yifan Chen 0002 — Ford Motor Company Limited, Dearborn, MI, USA
- Yifan Chen 0003 (aka: Yi-Fan Chen 0003) — National University of Defense Technology, Laboratory for Big Data and Decision, Changsha, China (and 1 more)
- Yifan Chen 0005 — Fuzhou University, Beijing, China
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2020 – today
- 2023
- [j1]Yifan Chen, Tianning Xu, Dilek Hakkani-Tur, Di Jin, Yun Yang, Ruoqing Zhu:
Calibrate and Debias Layer-wise Sampling for Graph Convolutional Networks. Trans. Mach. Learn. Res. 2023 (2023) - [c8]Yifan Chen, Rentian Yao, Yun Yang, Jie Chen:
A Gromov-Wasserstein Geometric View of Spectrum-Preserving Graph Coarsening. ICML 2023: 5257-5281 - [c7]Tianxin Wei, Zeming Guo, Yifan Chen, Jingrui He:
NTK-approximating MLP Fusion for Efficient Language Model Fine-tuning. ICML 2023: 36821-36838 - [i9]Yifan Chen, Rentian Yao, Yun Yang, Jie Chen:
A Gromov-Wasserstein Geometric View of Spectrum-Preserving Graph Coarsening. CoRR abs/2306.08854 (2023) - [i8]Tianxin Wei, Zeming Guo, Yifan Chen, Jingrui He:
NTK-approximating MLP Fusion for Efficient Language Model Fine-tuning. CoRR abs/2307.08941 (2023) - 2022
- [c6]Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur:
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning. EMNLP 2022: 793-808 - [c5]Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur:
Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention. NAACL-HLT (Findings) 2022: 1375-1388 - [c4]Yifan Chen, Qi Zeng, Dilek Hakkani-Tur, Di Jin, Heng Ji, Yun Yang:
Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences. NAACL-HLT 2022: 5187-5199 - [i7]Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur:
Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention. CoRR abs/2205.03720 (2022) - [i6]Yifan Chen, Tianning Xu, Dilek Hakkani-Tur, Di Jin, Yun Yang, Ruoqing Zhu:
Calibrate and Debias Layer-wise Sampling for Graph Convolutional Networks. CoRR abs/2206.00583 (2022) - [i5]Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur:
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning. CoRR abs/2210.14469 (2022) - 2021
- [c3]Yifan Chen, Yun Yang:
Fast Statistical Leverage Score Approximation in Kernel Ridge Regression. AISTATS 2021: 2935-2943 - [c2]Yifan Chen, Yun Yang:
Accumulations of Projections - A Unified Framework for Random Sketches in Kernel Ridge Regression. AISTATS 2021: 2953-2961 - [c1]Yifan Chen, Qi Zeng, Heng Ji, Yun Yang:
Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method. NeurIPS 2021: 2122-2135 - [i4]Yifan Chen, Yun Yang:
Accumulations of Projections-A Unified Framework for Random Sketches in Kernel Ridge Regression. CoRR abs/2103.04031 (2021) - [i3]Yifan Chen, Yun Yang:
Fast Statistical Leverage Score Approximation in Kernel Ridge Regression. CoRR abs/2103.05238 (2021) - [i2]Yifan Chen, Qi Zeng, Heng Ji, Yun Yang:
Skyformer: Remodel Self-Attention with Gaussian Kernel and Nyström Method. CoRR abs/2111.00035 (2021) - [i1]Yifan Chen, Qi Zeng, Dilek Hakkani-Tur, Di Jin, Heng Ji, Yun Yang:
Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences. CoRR abs/2112.05359 (2021)
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