| 2026 | AAAI | MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion. | Haolong Xiang, Peisi Wang, Xiaolong Xu, Kun Yi, Xuyun Zhang, Quan Z. Sheng, Amin Beheshti, Wei Fan |
| 2026 | WWW | Accurate Trajectory Recovery in Underserved Areas via Location Inference from Web Crowdsourced Data. | Tangwei Ye, Liang Hu, Zhongyuan Lai, Qi Zhang, Yiming Wu, Jiaxing Miao, Yijun Yang, Kun Yi |
| 2025 | AAAI | Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding. | Guangyin Bao, Qi Zhang, Zixuan Gong, Jialei Zhou, Wei Fan, Kun Yi, Usman Naseem, Liang Hu, Duoqian Miao |
| 2025 | AAAI | Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting. | Jingru Fei, Kun Yi, Wei Fan, Qi Zhang, Zhendong Niu |
| 2025 | IJCAI | Improving Prediction Certainty Estimation for Reliable Early Exiting via Null Space Projection. | Jianing He, Qi Zhang, Duoqian Miao, Kun Yi, Shufeng Hao, Hongyun Zhang, Zhihua Wei |
| 2025 | ICWS | FedMLU: Mitigating Source Inference Attacks in Federated Learning Without Losing Utility for Secure IoT Services. | Mengmeng Cui, Hao Cheng, Xuanru Guo, Haolong Xiang, Kun Yi, Xiaoyong Li, Xiaolong Xu |
| 2025 | KDD | A Survey on Deep Learning based Time Series Analysis with Frequency Transformation. | Kun Yi, Qi Zhang, Wei Fan, Longbing Cao, Shoujin Wang, Hui He, Guodong Long, Liang Hu, Qingsong Wen, Hui Xiong |
| 2025 | KDD | IN-Flow: Instance Normalization Flow for Non-stationary Time Series Forecasting. | Wei Fan, Shun Zheng, Pengyang Wang, Rui Xie, Kun Yi, Qi Zhang, Jiang Bian, Yanjie Fu |
| 2025 | WWW | Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification. | Wei Fan, Jingru Fei, Dingyu Guo, Kun Yi, Xiaozhuang Song, Haolong Xiang, Hangting Ye, Min Li |
| 2024 | AAAI | Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector. | An Lao, Qi Zhang, Chongyang Shi, Longbing Cao, Kun Yi, Liang Hu, Duoqian Miao |
| 2024 | CVPR | VIT-LENS: Towards Omni-modal Representations. | Weixian Lei, Yixiao Ge, Kun Yi, Jianfeng Zhang, Difei Gao, Dylan Sun, Yuying Ge, Ying Shan, Mike Zheng Shou |
| 2024 | ICML | MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization. | Yu Zhang, Qi Zhang, Zixuan Gong, Yiwei Shi, Yepeng Liu, Duoqian Miao, Yang Liu, Ke Liu, Kun Yi, Wei Fan, Liang Hu, Changwei Wang |
| 2024 | IIWAS | Tailored Trip: Advanced Route Planning with Personalization Levels in Focus. | Rintaro Hirosawa, Kun Yi, Qiang Ma |
| 2024 | IJCAI | Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting. | Wei Fan, Kun Yi, Hangting Ye, Zhiyuan Ning, Qi Zhang, Ning An |
| 2024 | IJCAI | HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis. | Zhuojia Wu, Qi Zhang, Duoqian Miao, Kun Yi, Wei Fan, Liang Hu |
| 2024 | IJCAI | Decoupled Invariant Attention Network for Multivariate Time-series Forecasting. | Haihua Xu, Wei Fan, Kun Yi, Pengyang Wang |
| 2023 | CVPR | RILS: Masked Visual Reconstruction in Language Semantic Space. | Shusheng Yang, Yixiao Ge, Kun Yi, Dian Li, Ying Shan, Xiaohu Qie, Xinggang Wang |
| 2023 | ICDM | Boosting Urban Prediction via Addressing Spatial-Temporal Distribution Shift. | Xuanming Hu, Wei Fan, Kun Yi, Pengfei Wang, Yuanbo Xu, Yanjie Fu, Pengyang Wang |
| 2023 | ICLR | Masked Image Modeling with Denoising Contrast. | Kun Yi, Yixiao Ge, Xiaotong Li, Shusheng Yang, Dian Li, Jianping Wu, Ying Shan, Xiaohu Qie |
| 2022 | AAAI | CATN: Cross Attentive Tree-Aware Network for Multivariate Time Series Forecasting. | Hui He, Qi Zhang, Simeng Bai, Kun Yi, Zhendong Niu |
| 2022 | ECCV | mc-BEiT: Multi-choice Discretization for Image BERT Pre-training. | Xiaotong Li, Yixiao Ge, Kun Yi, Zixuan Hu, Ying Shan, Ling-Yu Duan |
| 2020 | MMSys | A dataset for exploring gaze behaviors in text summarization. | Kun Yi, Yu Guo, Weifeng Jiang, Zhi Wang, Lifeng Sun |
| 2019 | CVPR | Probabilistic End-To-End Noise Correction for Learning With Noisy Labels. | Kun Yi, Jianxin Wu |
| 2017 | ICDCS | Joint Request Balancing and Content Aggregation in Crowdsourced CDN. | Ming Ma, Zhi Wang, Kun Yi, Jiangchuan Liu, Lifeng Sun |
| 2017 | IWQoS | MUSA: Wi-Fi AP-assisted video prefetching via Tensor Learning. | Wen Hu, Jiahui Huang, Zhi Wang, Peng Wang, Kun Yi, Yonggang Wen, Kaiyan Chu, Lifeng Sun |