Chenyou Fan

82 papers A* 12A 2B 4Misc 3Journal 43Unranked 18
YearRankTypeTitle / Venue / Authors
2026 A* conf
A Novel Fine-Tuned CLIP-OOD Detection Method with Double Loss Constraint Through Optimal Transport Semantic Alignment.
AAAI
Hengyang Lu, Xin Guo, Shuai Feng, Wenyu Jiang, Yuntao Du, Chang Xia, Chenyou Fan
2026 J jnl
Machine Learning Model Trading with Verification under Information Asymmetry.
CoRR
Xiang Li, Jianwei Huang, Kai Yang, Chenyou Fan
2025 — conf
CMA: A Unified Contextual Meta-Adaptation Methodology for Time-Series Denoising and Prediction.
KDD (2)
Haiqi Jiang, Ying Ding, Chenjie Pan, Aimin Huang, Rui Chen, Chenyou Fan
2025 J jnl
ELF: Educational LLM Framework of Improving and Evaluating AI-generated Content for Classroom Teaching.
ACM J. Data Inf. Qual.
Kehui Tan, Jiayang Yao, Tianqi Pang, Chenyou Fan, Yu Song
2025 J jnl
ELHPlan: Efficient Long-Horizon Task Planning for Multi-Agent Collaboration.
CoRR
Shaobin Ling, Yun Wang, Chenyou Fan, Tin Lun Lam, Junjie Hu
2025 — conf
Enhancing Human Trajectory Prediction with Reinforcement Learning from Quantified Human Preferences.
PRCV (7)
Chenyou Fan, Kehui Tan, Yanzhao Chen, Tianqi Pang, Haiqi Jiang, Junjie Hu
2025 A* conf
Forward KL Regularized Preference Optimization for Aligning Diffusion Policies.
AAAI
Zhao Shan, Chenyou Fan, Shuang Qiu, Jiyuan Shi, Chenjia Bai
2025 A* conf
Heterogeneous Federated Learning with Scalable Server Mixture-of-Experts.
IJCAI
Jingang Jiang, Yanzhao Chen, Xiangyang Liu, Haiqi Jiang, Chenyou Fan
2025 Misc conf
Hybrid Feature Fusion for Enhancing Medical Document Embedding.
ICASSP
Yi Zhu, Xiangyang Liu, Tianqi Pang, Xuncan Xiao, Xiaofan Zhang, Chenyou Fan
2025 J jnl
Knowledge-guided prompt-based continual learning: Aligning task-prompts through contrastive hard negatives.
Knowl. Based Syst.
Hengyang Lu, Long-kang Lin, Chenyou Fan, Chongjun Wang, Wei Fang, Xiaojun Wu
2025 J jnl
Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts.
CoRR
Yun Wang, Longguang Wang, Chenghao Zhang, Yongjian Zhang, Zhanjie Zhang, Ao Ma, Chenyou Fan, Tin Lun Lam, Junjie Hu
2025 J jnl
Lifelong-MonoDepth: Lifelong Learning for Multidomain Monocular Metric Depth Estimation.
IEEE Trans. Neural Networks Learn. Syst.
Junjie Hu, Chenyou Fan, Liguang Zhou, Qing Gao, Honghai Liu, Tin Lun Lam
2025 J jnl
Machine Learning Model Trading With Verification Under Information Asymmetry.
IEEE Trans. Netw.
Xiang Li, Jianwei Huang, Kai Yang, Chenyou Fan
2025 B conf
MiDream: Multi-Domain Retrieval Enhancement with Mixture-of-Experts.
IJCNN
Kehui Tan, Wenjing Pang, Jiayang Yao, Tianqi Pang, Xiangyang Liu, Chenyou Fan
2025 J jnl
MuSIA: Exploiting multi-source information fusion with abnormal activations for out-of-distribution detection.
Neural Networks
Hengyang Lu, Xin Guo, Wenyu Jiang, Chenyou Fan, Yuntao Du, Zhenhao Shao, Wei Fang, Xiaojun Wu
2025 J jnl
Robust Depth Estimation Under Sensor Degradations: A Multi-Sensor Fusion Perspective.
IEEE Trans. Pattern Anal. Mach. Intell.
Junjie Hu, Chenyou Fan, Mete Ozay, Qing Gao, Yulan Guo, Tin Lun Lam
2025 A* conf
StoryCrafter: Instance-Aligned Multi-Character Storytelling with Diffusion Policy Learning.
ACM Multimedia
Ruiqi Dong, Wenjing Pang, Chenjie Pan, Hengyang Lu, Chenyou Fan
2025 A* conf
Task-Agnostic Pre-training and Task-Guided Fine-tuning for Versatile Diffusion Planner.
ICML
Chenyou Fan, Chenjia Bai, Zhao Shan, Haoran He, Yang Zhang, Zhen Wang
2025 J jnl
Towards a Generalizable Bimanual Foundation Policy via Flow-based Video Prediction.
CoRR
Chenyou Fan, Fangzheng Yan, Chenjia Bai, Jiepeng Wang, Chi Zhang, Zhen Wang, Xuelong Li
2025 J jnl
Unlocking Drone Perception in Low AGL Heights: Progressive Semi-Supervised Learning for Ground-to-Aerial Perception Knowledge Transfer.
IEEE Trans. Intell. Transp. Syst.
Junjie Hu, Chenyou Fan, Mete Ozay, Hua Feng, Yuan Gao, Tin Lun Lam
2025 — conf
Who Is Undercover? Guiding LLMs to Explore Multi-perspective Team Tactic in the Game.
DASFAA (6)
Ruiqi Dong, Zhixuan Liao, Yuhan Ma, Danni Ma, Chenyou Fan
2024 — conf
Carbon Price Forecasting with LLM-Based Refinement and Transfer-Learning.
ICANN (9)
Haiqi Jiang, Ying Ding, Rui Chen, Chenyou Fan
2024 J jnl
Dense depth distillation with out-of-distribution simulated images.
Knowl. Based Syst.
Junjie Hu, Chenyou Fan, Mete Ozay, Hualie Jiang, Tin Lun Lam
2024 J jnl
Forward KL Regularized Preference Optimization for Aligning Diffusion Policies.
CoRR
Zhao Shan, Chenyou Fan, Shuang Qiu, Jiyuan Shi, Chenjia Bai
2024 Misc conf
Low-Parameter Federated Learning with Large Language Models.
WISA
Jingang Jiang, Haiqi Jiang, Yuhan Ma, Xiangyang Liu, Chenyou Fan
2024 — conf
Medical Document Embedding Enhancement with Heterogeneous Mixture-of-Experts.
BIBM
Xiangyang Liu, Yi Zhu, Tianqi Pang, Kui Xue, Xiaofan Zhang, Chenyou Fan
2024 B conf
REMED: Retrieval-Augmented Medical Document Query Responding with Embedding Fine-Tuning.
IJCNN
Tianqi Pang, Kehui Tan, Yujun Yao, Xiangyang Liu, Fanlong Meng, Chenyou Fan, Xiaofan Zhang
2024 J jnl
Task-agnostic Pre-training and Task-guided Fine-tuning for Versatile Diffusion Planner.
CoRR
Chenyou Fan, Chenjia Bai, Zhao Shan, Haoran He, Yang Zhang, Zhen Wang
2024 — conf
TeMME: Temporal Knowledge Graph Completion Using Multi-grade Multivector Embeddings.
PRICAI (4)
Heng-Yang Lu, Hao-Kun Yu, Chenyou Fan, Qianyi Zhan, Wei Fang, Xiaojun Wu
2024 J jnl
Who is Undercover? Guiding LLMs to Explore Multi-Perspective Team Tactic in the Game.
CoRR
Ruiqi Dong, Zhixuan Liao, Guangwei Lai, Yuhan Ma, Danni Ma, Chenyou Fan
2023 A conf
A Novel Differentiable Rank Learning Method Towards Stock Movement Quantile Forecasting.
ECAI
Chenyou Fan, Hengyang Lu, Aimin Huang
2023 — conf
Boosting LightWeight Depth Estimation via Knowledge Distillation.
KSEM (1)
Junjie Hu, Chenyou Fan, Hualie Jiang, Xiyue Guo, Yuan Gao, Xiangyong Lu, Tin Lun Lam
2023 — conf
Carbon Price Forecasting with Quantile Regression and Feature Selection.
ISCSIC
Tianqi Pang, Kehui Tan, Chenyou Fan
2023 J jnl
Carbon Price Forecasting with Quantile Regression and Feature Selection.
CoRR
Tianqi Pang, Kehui Tan, Chenyou Fan
2023 J jnl
Deep Depth Completion From Extremely Sparse Data: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell.
Junjie Hu, Chenyu Bao, Mete Ozay, Chenyou Fan, Qing Gao, Honghai Liu, Tin Lun Lam
2023 J jnl
Emergent leader-follower relationship in networked multiagent systems.
Sci. China Inf. Sci.
Jinzhuo Liu, Chenyou Fan, Yunchen Peng, Jinze Du, Zhen Wang, Chen Chu
2023 — conf
Federated Prompting and Chain-of-Thought Reasoning for Improving LLMs Answering.
KSEM (4)
Xiangyang Liu, Tianqi Pang, Chenyou Fan
2023 J jnl
Federated Prompting and Chain-of-Thought Reasoning for Improving LLMs Answering.
CoRR
Xiangyang Liu, Tianqi Pang, Chenyou Fan
2023 J jnl
Few-Shot Multi-Agent Perception With Ranking-Based Feature Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Chenyou Fan, Junjie Hu, Jianwei Huang
2023 — conf
Learn2Agree: Fitting with Multiple Annotators Without Objective Ground Truth.
TML4H
Chongyang Wang, Yuan Gao, Chenyou Fan, Junjie Hu, Tin Lum Lam, Nicholas D. Lane, Nadia Bianchi-Berthouze
2023 J jnl
Lifelong-MonoDepth: Lifelong Learning for Multi-Domain Monocular Metric Depth Estimation.
CoRR
Junjie Hu, Chenyou Fan, Liguang Zhou, Qing Gao, Honghai Liu, Tin Lun Lam
2023 J jnl
Low-Parameter Federated Learning with Large Language Models.
CoRR
Jingang Jiang, Xiangyang Liu, Chenyou Fan
2023 — conf
Machine Learning Model Trading with Information Asymmetry.
ICC
Xiang Li, Jianwei Huang, Kai Yang, Chenyou Fan
2023 — conf
Pre-trained Financial Model for Price Movement Forecasting.
ICONIP (15)
Chenyou Fan, Tianqi Pang, Aimin Huang
2023 Misc conf
RL-Based CEP Operator Placement Method on Edge Networks Using Response Time Feedback.
WISA
Yuyou Wang, Hao Hu, Hongyu Kuang, Chenyou Fan, Liang Wang, XianPing Tao
2023 J jnl
Sci-CoT: Leveraging Large Language Models for Enhanced Knowledge Distillation in Small Models for Scientific QA.
CoRR
Yuhan Ma, Haiqi Jiang, Chenyou Fan
2023 J jnl
Self-Supervised Single-Line LiDAR Depth Completion.
IEEE Robotics Autom. Lett.
Junjie Hu, Chenyou Fan, Xiyue Guo, Liguang Zhou, Tin Lun Lam
2023 J jnl
Towards Applying Powerful Large AI Models in Classroom Teaching: Opportunities, Challenges and Prospects.
CoRR
Kehui Tan, Tianqi Pang, Chenyou Fan
2023 — conf
Trajectory Prediction with Contrastive Pre-training and Social Rank Fine-Tuning.
ICONIP (10)
Chenyou Fan, Haiqi Jiang, Aimin Huang, Junjie Hu
2022 J jnl
Data-free Dense Depth Distillation.
CoRR
Junjie Hu, Chenyou Fan, Mete Ozay, Hualie Jiang, Tin Lun Lam
2022 J jnl
Deep Depth Completion: A Survey.
CoRR
Junjie Hu, Chenyu Bao, Mete Ozay, Chenyou Fan, Qing Gao, Honghai Liu, Tin Lun Lam
2022 A* conf
Private Semi-Supervised Federated Learning.
IJCAI
Chenyou Fan, Junjie Hu, Jianwei Huang
2022 J jnl
Progressive Self-Distillation for Ground-to-Aerial Perception Knowledge Transfer.
CoRR
Junjie Hu, Chenyou Fan, Hua Feng, Yuan Gao, Tin Lun Lam
2022 B conf
Where to Attack: A Dynamic Locator Model for Backdoor Attack in Text Classifications.
COLING
Heng-Yang Lu, Chenyou Fan, Jun Yang, Cong Hu, Wei Fang, Xiao-Jun Wu
2021 J jnl
A novel few-shot learning based multi-modality fusion model for COVID-19 rumor detection from online social media.
PeerJ Comput. Sci.
Hengyang Lu, Chenyou Fan, Xiaoning Song, Wei Fang
2021 J jnl
AgreementLearning: An End-to-End Framework for Learning with Multiple Annotators without Groundtruth.
CoRR
Chongyang Wang, Yuan Gao, Chenyou Fan, Junjie Hu, Tin Lun Lam, Nicholas D. Lane, Nadia Bianchi-Berthouze
2021 J jnl
Boosting Light-Weight Depth Estimation Via Knowledge Distillation.
CoRR
Junjie Hu, Chenyou Fan, Hualie Jiang, Xiyue Guo, Xiangyong Lu, Tin Lun Lam
2021 B conf
Federated Few-Shot Learning with Adversarial Learning.
WiOpt
Chenyou Fan, Jianwei Huang
2021 J jnl
Federated Few-Shot Learning with Adversarial Learning.
CoRR
Chenyou Fan, Jianwei Huang
2021 A* conf
Few-Shot Multi-Agent Perception.
ACM Multimedia
Chenyou Fan, Junjie Hu, Jianwei Huang
2020 — conf
Federated Generative Adversarial Learning.
PRCV (3)
Chenyou Fan, Ping Liu
2020 J jnl
Federated Generative Adversarial Learning.
CoRR
Chenyou Fan, Ping Liu
2020 A* conf
Projection Robust Wasserstein Distance and Riemannian Optimization.
NeurIPS
Tianyi Lin, Chenyou Fan, Nhat Ho, Marco Cuturi, Michael I. Jordan
2020 J jnl
Projection Robust Wasserstein Distance and Riemannian Optimization.
CoRR
Tianyi Lin, Chenyou Fan, Nhat Ho, Marco Cuturi, Michael I. Jordan
2019 — conf
EgoVQA - An Egocentric Video Question Answering Benchmark Dataset.
ICCV Workshops
Chenyou Fan
2019 A* conf
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering.
CVPR
Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, Heng Huang
2019 J jnl
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering.
CoRR
Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, Heng Huang
2019 A* conf
Multi-Horizon Time Series Forecasting with Temporal Attention Learning.
KDD
Chenyou Fan, Yuze Zhang, Yi Pan, Xiaoyue Li, Chi Zhang, Rong Yuan, Di Wu, Wensheng Wang, Jian Pei, Heng Huang
2018 J jnl
Deepdiary: Lifelogging image captioning and summarization.
J. Vis. Commun. Image Represent.
Chenyou Fan, Zehua Zhang, David J. Crandall
2018 — conf
Forecasting Hands and Objects in Future Frames.
ECCV Workshops (3)
Chenyou Fan, Jangwon Lee, Michael S. Ryoo
2018 J jnl
Improved Oracle Complexity for Stochastic Compositional Variance Reduced Gradient.
CoRR
Tianyi Lin, Chenyou Fan, Mengdi Wang, Michael I. Jordan
2018 — conf
Joint Person Segmentation and Identification in Synchronized First- and Third-Person Videos.
ECCV (1)
Mingze Xu, Chenyou Fan, Yuchen Wang, Michael S. Ryoo, David J. Crandall
2018 J jnl
Joint Person Segmentation and Identification in Synchronized First- and Third-person Videos.
CoRR
Mingze Xu, Chenyou Fan, Yuchen Wang, Michael S. Ryoo, David J. Crandall
2018 J jnl
Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction.
CoRR
Mingze Xu, Chenyou Fan, John D. Paden, Geoffrey C. Fox, David J. Crandall
2018 A conf
Multi-task Spatiotemporal Neural Networks for Structured Surface Reconstruction.
WACV
Mingze Xu, Chenyou Fan, John D. Paden, Geoffrey C. Fox, David J. Crandall
2017 J jnl
Forecasting Hand and Object Locations in Future Frames.
CoRR
Chenyou Fan, Jangwon Lee, Michael S. Ryoo
2017 A* conf
Identifying First-Person Camera Wearers in Third-Person Videos.
CVPR
Chenyou Fan, Jangwon Lee, Mingze Xu, Krishna Kumar Singh, Yong Jae Lee, David J. Crandall, Michael S. Ryoo
2017 J jnl
Identifying First-person Camera Wearers in Third-person Videos.
CoRR
Chenyou Fan, Jangwon Lee, Mingze Xu, Krishna Kumar Singh, Yong Jae Lee, David J. Crandall, Michael S. Ryoo
2017 A* conf
Title Learning Latent Subevents in Activity Videos Using Temporal Attention Filters.
AAAI
A. J. Piergiovanni, Chenyou Fan, Michael S. Ryoo
2016 J jnl
DeepDiary: Automatic Caption Generation for Lifelogging Image Streams.
CoRR
Chenyou Fan, David J. Crandall
2016 — conf
DeepDiary: Automatically Captioning Lifelogging Image Streams.
ECCV Workshops (1)
Chenyou Fan, David J. Crandall
2016 J jnl
Temporal attention filters for human activity recognition in videos.
CoRR
A. J. Piergiovanni, Chenyou Fan, Michael S. Ryoo