Chenyou Fan

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 53

Top Topics

Multiple Annotators

Depth Estimation

Activity Recognition

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Sci. China Inf. Sci.

Publications

Junjie Hu, Chenyou Fan, Mete Ozay, Hualie Jiang, Tin Lun Lam
Dense depth distillation with out-of-distribution simulated images. Knowl. Based Syst. 284 (2024)
Chenyou Fan, Tianqi Pang, Aimin Huang
Pre-trained Financial Model for Price Movement Forecasting. ICONIP (15) (2023)
Junjie Hu, Chenyu Bao, Mete Ozay, Chenyou Fan, Qing Gao, Honghai Liu, Tin Lun Lam
Deep Depth Completion From Extremely Sparse Data: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Xiang Li, Jianwei Huang, Kai Yang, Chenyou Fan
Machine Learning Model Trading with Information Asymmetry. ICC (2023)
Chenyou Fan, Junjie Hu, Jianwei Huang
Few-Shot Multi-Agent Perception With Ranking-Based Feature Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Jingang Jiang, Xiangyang Liu, Chenyou Fan
Low-Parameter Federated Learning with Large Language Models. CoRR (2023)
Tianqi Pang, Kehui Tan, Chenyou Fan
Carbon Price Forecasting with Quantile Regression and Feature Selection. ISCSIC (2023)
Chenyou Fan, Hengyang Lu, Aimin Huang
A Novel Differentiable Rank Learning Method Towards Stock Movement Quantile Forecasting. ECAI (2023)
Xiangyang Liu, Tianqi Pang, Chenyou Fan
Federated Prompting and Chain-of-Thought Reasoning for Improving LLMs Answering. KSEM (4) (2023)
Junjie Hu, Chenyou Fan, Hualie Jiang, Xiyue Guo, Yuan Gao, Xiangyong Lu, Tin Lun Lam
Boosting LightWeight Depth Estimation via Knowledge Distillation. KSEM (1) (2023)
Chenyou Fan, Haiqi Jiang, Aimin Huang, Junjie Hu
Trajectory Prediction with Contrastive Pre-training and Social Rank Fine-Tuning. ICONIP (10) (2023)
Kehui Tan, Tianqi Pang, Chenyou Fan
Towards Applying Powerful Large AI Models in Classroom Teaching: Opportunities, Challenges and Prospects. CoRR (2023)
Yuhan Ma, Haiqi Jiang, Chenyou Fan
Sci-CoT: Leveraging Large Language Models for Enhanced Knowledge Distillation in Small Models for Scientific QA. CoRR (2023)
Xiangyang Liu, Tianqi Pang, Chenyou Fan
Federated Prompting and Chain-of-Thought Reasoning for Improving LLMs Answering. CoRR (2023)
Junjie Hu, Chenyou Fan, Liguang Zhou, Qing Gao, Honghai Liu, Tin Lun Lam
Lifelong-MonoDepth: Lifelong Learning for Multi-Domain Monocular Metric Depth Estimation. CoRR (2023)
Jinzhuo Liu, Chenyou Fan, Yunchen Peng, Jinze Du, Zhen Wang, Chen Chu
Emergent leader-follower relationship in networked multiagent systems. Sci. China Inf. Sci. 66 (12) (2023)
Yuyou Wang, Hao Hu, Hongyu Kuang, Chenyou Fan, Liang Wang, Xianping Tao
RL-Based CEP Operator Placement Method on Edge Networks Using Response Time Feedback. WISA (2023)
Chongyang Wang, Yuan Gao, Chenyou Fan, Junjie Hu, Tin Lum Lam, Nicholas D. Lane, Nadia Bianchi-Berthouze
Learn2Agree: Fitting with Multiple Annotators Without Objective Ground Truth. TML4H (2023)
Junjie Hu, Chenyou Fan, Xiyue Guo, Liguang Zhou, Tin Lun Lam
Self-Supervised Single-Line LiDAR Depth Completion. IEEE Robotics Autom. Lett. 8 (11) (2023)
Tianqi Pang, Kehui Tan, Chenyou Fan
Carbon Price Forecasting with Quantile Regression and Feature Selection. CoRR (2023)
Junjie Hu, Chenyou Fan, Hua Feng, Yuan Gao, Tin Lun Lam
Progressive Self-Distillation for Ground-to-Aerial Perception Knowledge Transfer. CoRR (2022)
Heng-Yang Lu, Chenyou Fan, Jun Yang, Cong Hu, Wei Fang, Xiao-Jun Wu
Where to Attack: A Dynamic Locator Model for Backdoor Attack in Text Classifications. COLING (2022)
Junjie Hu, Chenyou Fan, Mete Ozay, Hualie Jiang, Tin Lun Lam
Data-free Dense Depth Distillation. CoRR (2022)
Chenyou Fan, Junjie Hu, Jianwei Huang
Private Semi-Supervised Federated Learning. IJCAI (2022)
Junjie Hu, Chenyu Bao, Mete Ozay, Chenyou Fan, Qing Gao, Honghai Liu, Tin Lun Lam
Deep Depth Completion: A Survey. CoRR (2022)
Chenyou Fan, Junjie Hu, Jianwei Huang
Few-Shot Multi-Agent Perception. ACM Multimedia (2021)
Chongyang Wang, Yuan Gao, Chenyou Fan, Junjie Hu, Tin Lun Lam, Nicholas D. Lane, Nadia Bianchi-Berthouze
AgreementLearning: An End-to-End Framework for Learning with Multiple Annotators without Groundtruth. CoRR (2021)
Chenyou Fan, Jianwei Huang
Federated Few-Shot Learning with Adversarial Learning. WiOpt (2021)
Hengyang Lu, Chenyou Fan, Xiaoning Song, Wei Fang
A novel few-shot learning based multi-modality fusion model for COVID-19 rumor detection from online social media. PeerJ Comput. Sci. 7 (2021)
Chenyou Fan, Jianwei Huang
Federated Few-Shot Learning with Adversarial Learning. CoRR (2021)
Junjie Hu, Chenyou Fan, Hualie Jiang, Xiyue Guo, Xiangyong Lu, Tin Lun Lam
Boosting Light-Weight Depth Estimation Via Knowledge Distillation. CoRR (2021)
Chenyou Fan, Ping Liu
Federated Generative Adversarial Learning. PRCV (3) (2020)
Tianyi Lin, Chenyou Fan, Nhat Ho, Marco Cuturi, Michael I. Jordan
Projection Robust Wasserstein Distance and Riemannian Optimization. CoRR (2020)
Tianyi Lin, Chenyou Fan, Nhat Ho, Marco Cuturi, Michael I. Jordan
Projection Robust Wasserstein Distance and Riemannian Optimization. NeurIPS (2020)
Chenyou Fan, Ping Liu
Federated Generative Adversarial Learning. CoRR (2020)
Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, Heng Huang
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering. CVPR (2019)
Chenyou Fan
EgoVQA - An Egocentric Video Question Answering Benchmark Dataset. ICCV Workshops (2019)
Chenyou Fan, Yuze Zhang, Yi Pan, Xiaoyue Li, Chi Zhang, Rong Yuan, Di Wu, Wensheng Wang, Jian Pei, Heng Huang
Multi-Horizon Time Series Forecasting with Temporal Attention Learning. KDD (2019)
Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, Heng Huang
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering. CoRR (2019)
Mingze Xu, Chenyou Fan, John D. Paden, Geoffrey C. Fox, David J. Crandall
Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction. CoRR (2018)
Mingze Xu, Chenyou Fan, John D. Paden, Geoffrey C. Fox, David J. Crandall
Multi-task Spatiotemporal Neural Networks for Structured Surface Reconstruction. WACV (2018)
Tianyi Lin, Chenyou Fan, Mengdi Wang, Michael I. Jordan
Improved Oracle Complexity for Stochastic Compositional Variance Reduced Gradient. CoRR (2018)
Mingze Xu, Chenyou Fan, Yuchen Wang, Michael S. Ryoo, David J. Crandall
Joint Person Segmentation and Identification in Synchronized First- and Third-Person Videos. ECCV (1) (2018)
Mingze Xu, Chenyou Fan, Yuchen Wang, Michael S. Ryoo, David J. Crandall
Joint Person Segmentation and Identification in Synchronized First- and Third-person Videos. CoRR (2018)
Chenyou Fan, Zehua Zhang, David J. Crandall
Deepdiary: Lifelogging image captioning and summarization. J. Vis. Commun. Image Represent. 55 (2018)
Chenyou Fan, Jangwon Lee, Michael S. Ryoo
Forecasting Hands and Objects in Future Frames. ECCV Workshops (3) (2018)
Chenyou Fan, Jangwon Lee, Mingze Xu, Krishna Kumar Singh, Yong Jae Lee, David J. Crandall, Michael S. Ryoo
Identifying First-Person Camera Wearers in Third-Person Videos. CVPR (2017)
Chenyou Fan, Jangwon Lee, Michael S. Ryoo
Forecasting Hand and Object Locations in Future Frames. CoRR (2017)
Chenyou Fan, Jangwon Lee, Mingze Xu, Krishna Kumar Singh, Yong Jae Lee, David J. Crandall, Michael S. Ryoo
Identifying First-person Camera Wearers in Third-person Videos. CoRR (2017)
A. J. Piergiovanni, Chenyou Fan, Michael S. Ryoo
Title Learning Latent Subevents in Activity Videos Using Temporal Attention Filters. AAAI (2017)
Chenyou Fan, David J. Crandall
DeepDiary: Automatically Captioning Lifelogging Image Streams. ECCV Workshops (1) (2016)
A. J. Piergiovanni, Chenyou Fan, Michael S. Ryoo
Temporal attention filters for human activity recognition in videos. CoRR (2016)
Chenyou Fan, David J. Crandall
DeepDiary: Automatic Caption Generation for Lifelogging Image Streams. CoRR (2016)