Chenyou Fan

Chenyou Fan

Indiana University Bloomington

H-index: 16

North America-United States

About Chenyou Fan

Chenyou Fan, With an exceptional h-index of 16 and a recent h-index of 14 (since 2020), a distinguished researcher at Indiana University Bloomington, specializes in the field of computer vision, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Dense depth distillation with out-of-distribution simulated images

A novel differentiable rank learning method towards stock movement quantile forecasting

Low-parameter federated learning with large language models

Self-supervised Single-line LiDAR Depth Completion

Few-Shot Multi-Agent Perception With Ranking-Based Feature Learning

RL-Based CEP Operator Placement Method on Edge Networks Using Response Time Feedback

Machine Learning Model Trading with Information Asymmetry

Federated Prompting and Chain-of-Thought Reasoning for Improving LLMs Answering

Chenyou Fan Information

University

Position

The Chinese University of Hong Kong (Shenzhen)

Citations(all)

975

Citations(since 2020)

919

Cited By

282

hIndex(all)

16

hIndex(since 2020)

14

i10Index(all)

20

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

Chenyou Fan Skills & Research Interests

computer vision

machine learning

Top articles of Chenyou Fan

Title

Journal

Author(s)

Publication Date

Dense depth distillation with out-of-distribution simulated images

Knowledge-Based Systems

Junjie Hu

Chenyou Fan

Mete Ozay

Hualie Jiang

Tin Lun Lam

2024/1/25

A novel differentiable rank learning method towards stock movement quantile forecasting

Chenyou Fan

Hengyang Lu

Aimin Huang

2023

Low-parameter federated learning with large language models

arXiv preprint arXiv:2307.13896

Jingang Jiang

Xiangyang Liu

Chenyou Fan

2023/7/26

Self-supervised Single-line LiDAR Depth Completion

IEEE Robotics and Automation Letters

Junjie Hu

Chenyou Fan

Xiyue Guo

Liguang Zhou

Tin Lun Lam

2023/9/22

Few-Shot Multi-Agent Perception With Ranking-Based Feature Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence

Chenyou Fan

Junjie Hu

Jianwei Huang

2023/6/13

RL-Based CEP Operator Placement Method on Edge Networks Using Response Time Feedback

Yuyou Wang

Hao Hu

Hongyu Kuang

Chenyou Fan

Liang Wang

...

2023/9/9

Machine Learning Model Trading with Information Asymmetry

Xiang Li

Jianwei Huang

Kai Yang

Chenyou Fan

2023/5/28

Federated Prompting and Chain-of-Thought Reasoning for Improving LLMs Answering

Xiangyang Liu

Tianqi Pang

Chenyou Fan

2023/8/9

Pre-trained Financial Model for Price Movement Forecasting

Chenyou Fan

Tianqi Pang

Aimin Huang

2023/11/20

Sci-cot: Leveraging large language models for enhanced knowledge distillation in small models for scientific qa

arXiv preprint arXiv:2308.04679

Yuhan Ma

Haiqi Jiang

Chenyou Fan

2023/8/9

Towards applying powerful large ai models in classroom teaching: Opportunities, challenges and prospects

Kehui Tan

Tianqi Pang

Chenyou Fan

2023/5/5

Boosting lightweight depth estimation via knowledge distillation

Junjie Hu

Chenyou Fan

Hualie Jiang

Xiyue Guo

Yuan Gao

...

2023/8/9

Carbon Price Forecasting with Quantile Regression and Feature Selection

Tianqi Pang

Kehui Tan

Chenyou Fan

2023/10/27

Trajectory Prediction with Contrastive Pre-training and Social Rank Fine-Tuning

Chenyou Fan

Haiqi Jiang

Aimin Huang

Junjie Hu

2023/11/20

System and method for multi-horizon time series forecasting with dynamic temporal context learning

2023/2/21

Learn2Agree: Fitting with Multiple Annotators Without Objective Ground

Trustworthy Machine Learning for Healthcare: First International Workshop, TML4H 2023, Virtual Event, May 4, 2023, Proceedings

Yuan Gao

Chenyou Fan

Junjie Hu

Tin Lum Lam

Nicholas D Lane

...

2023/7/30

Lifelong-MonoDepth: Lifelong Learning for Multidomain Monocular Metric Depth Estimation

IEEE Transactions on Neural Networks and Learning Systems

Junjie Hu

Chenyou Fan

Liguang Zhou

Qing Gao

Honghai Liu

...

2023/10/24

Deep depth completion from extremely sparse data: A survey

Junjie Hu

Chenyu Bao

Mete Ozay

Chenyou Fan

Qing Gao

...

2022/12/14

Progressive self-distillation for ground-to-aerial perception knowledge transfer

arXiv preprint arXiv:2208.13404

Junjie Hu

Chenyou Fan

Mete Ozay

Hua Feng

Yuan Gao

...

2022/8/29

Data-free dense depth distillation

arXiv preprint arXiv:2208.12464

Junjie Hu

Chenyou Fan

Mete Ozay

Hualie Jiang

Tin Lun Lam

2022/8/26

See List of Professors in Chenyou Fan University(Indiana University Bloomington)

Co-Authors

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