| 2026 | AAAI | A Novel Fine-Tuned CLIP-OOD Detection Method with Double Loss Constraint Through Optimal Transport Semantic Alignment. | Hengyang Lu, Xin Guo, Shuai Feng, Wenyu Jiang, Yuntao Du, Chang Xia, Chenyou Fan |
| 2025 | AAAI | Forward KL Regularized Preference Optimization for Aligning Diffusion Policies. | Zhao Shan, Chenyou Fan, Shuang Qiu, Jiyuan Shi, Chenjia Bai |
| 2025 | DASFAA | Who Is Undercover? Guiding LLMs to Explore Multi-perspective Team Tactic in the Game. | Ruiqi Dong, Zhixuan Liao, Yuhan Ma, Danni Ma, Chenyou Fan |
| 2025 | ICASSP | Hybrid Feature Fusion for Enhancing Medical Document Embedding. | Yi Zhu, Xiangyang Liu, Tianqi Pang, Xuncan Xiao, Xiaofan Zhang, Chenyou Fan |
| 2025 | ICCV | Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts. | Yun Wang, Longguang Wang, Chenghao Zhang, Yongjian Zhang, Zhanjie Zhang, Ao Ma, Chenyou Fan, Tin Lun Lam, Junjie Hu |
| 2025 | ICML | Task-Agnostic Pre-training and Task-Guided Fine-tuning for Versatile Diffusion Planner. | Chenyou Fan, Chenjia Bai, Zhao Shan, Haoran He, Yang Zhang, Zhen Wang |
| 2025 | IJCAI | Heterogeneous Federated Learning with Scalable Server Mixture-of-Experts. | Jingang Jiang, Yanzhao Chen, Xiangyang Liu, Haiqi Jiang, Chenyou Fan |
| 2025 | IJCNN | MiDream: Multi-Domain Retrieval Enhancement with Mixture-of-Experts. | Kehui Tan, Wenjing Pang, Jiayang Yao, Tianqi Pang, Xiangyang Liu, Chenyou Fan |
| 2025 | KDD | CMA: A Unified Contextual Meta-Adaptation Methodology for Time-Series Denoising and Prediction. | Haiqi Jiang, Ying Ding, Chenjie Pan, Aimin Huang, Rui Chen, Chenyou Fan |
| 2024 | ICANN | Carbon Price Forecasting with LLM-Based Refinement and Transfer-Learning. | Haiqi Jiang, Ying Ding, Rui Chen, Chenyou Fan |
| 2024 | IJCNN | REMED: Retrieval-Augmented Medical Document Query Responding with Embedding Fine-Tuning. | Tianqi Pang, Kehui Tan, Yujun Yao, Xiangyang Liu, Fanlong Meng, Chenyou Fan, Xiaofan Zhang |
| 2024 | PRICAI | TeMME: Temporal Knowledge Graph Completion Using Multi-grade Multivector Embeddings. | Heng-Yang Lu, Hao-Kun Yu, Chenyou Fan, Qianyi Zhan, Wei Fang, Xiaojun Wu |
| 2023 | ECAI | A Novel Differentiable Rank Learning Method Towards Stock Movement Quantile Forecasting. | Chenyou Fan, Hengyang Lu, Aimin Huang |
| 2023 | ICONIP | Trajectory Prediction with Contrastive Pre-training and Social Rank Fine-Tuning. | Chenyou Fan, Haiqi Jiang, Aimin Huang, Junjie Hu |
| 2023 | ICONIP | Pre-trained Financial Model for Price Movement Forecasting. | Chenyou Fan, Tianqi Pang, Aimin Huang |
| 2023 | KSEM | Boosting LightWeight Depth Estimation via Knowledge Distillation. | Junjie Hu, Chenyou Fan, Hualie Jiang, Xiyue Guo, Yuan Gao, Xiangyong Lu, Tin Lun Lam |
| 2023 | KSEM | Federated Prompting and Chain-of-Thought Reasoning for Improving LLMs Answering. | Xiangyang Liu, Tianqi Pang, Chenyou Fan |
| 2022 | COLING | Where to Attack: A Dynamic Locator Model for Backdoor Attack in Text Classifications. | Heng-Yang Lu, Chenyou Fan, Jun Yang, Cong Hu, Wei Fang, Xiao-Jun Wu |
| 2022 | IJCAI | Private Semi-Supervised Federated Learning. | Chenyou Fan, Junjie Hu, Jianwei Huang |
| 2021 | WiOpt | Federated Few-Shot Learning with Adversarial Learning. | Chenyou Fan, Jianwei Huang |
| 2019 | CVPR | Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering. | Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, Heng Huang |
| 2019 | KDD | Multi-Horizon Time Series Forecasting with Temporal Attention Learning. | Chenyou Fan, Yuze Zhang, Yi Pan, Xiaoyue Li, Chi Zhang, Rong Yuan, Di Wu, Wensheng Wang, Jian Pei, Heng Huang |
| 2018 | ECCV | Forecasting Hands and Objects in Future Frames. | Chenyou Fan, Jangwon Lee, Michael S. Ryoo |
| 2018 | ECCV | Joint Person Segmentation and Identification in Synchronized First- and Third-Person Videos. | Mingze Xu, Chenyou Fan, Yuchen Wang, Michael S. Ryoo, David J. Crandall |
| 2018 | WACV | Multi-task Spatiotemporal Neural Networks for Structured Surface Reconstruction. | Mingze Xu, Chenyou Fan, John D. Paden, Geoffrey C. Fox, David J. Crandall |
| 2017 | AAAI | Title Learning Latent Subevents in Activity Videos Using Temporal Attention Filters. | A. J. Piergiovanni, Chenyou Fan, Michael S. Ryoo |
| 2017 | CVPR | Identifying First-Person Camera Wearers in Third-Person Videos. | Chenyou Fan, Jangwon Lee, Mingze Xu, Krishna Kumar Singh, Yong Jae Lee, David J. Crandall, Michael S. Ryoo |
| 2016 | ECCV | DeepDiary: Automatically Captioning Lifelogging Image Streams. | Chenyou Fan, David J. Crandall |