PPaperPicks

Kun Yi

16 papers at tracked venues · 11 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×4IJCAI ×4NeurIPS ×2SIGKDD ×2WWW ×2ICML ×1ICWS ×1

Frequent coauthors

Qi Zhang
×12
Wei Fan
×11
Liang Hu
×6
Duoqian Miao
×5
Haolong Xiang
×3
Hui He
×3
Jingru Fei
×3
Xiaolong Xu
×2
Longbing Cao
×2
Zhendong Niu
×2
Pengyang Wang
×2
Shufeng Hao
×2

Papers

  1. Accurate Trajectory Recovery in Underserved Areas via Location Inference from Web Crowdsourced Data
    WWW 2026 ·
    Tangwei Ye
    ,
    Liang Hu
    ,
    Zhongyuan Lai
    ,
    Qi Zhang
    ,
    Yiming Wu
    ,
    Jiaxing Miao
    ,
    Yijun Yang
    , Kun Yi
  2. MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion
    AAAI 2026 ·
    Haolong Xiang
    ,
    Peisi Wang
    ,
    Xiaolong Xu
    , Kun Yi,
    Xuyun Zhang
    ,
    Quan Z. Sheng
    ,
    Amin Beheshti
    ,
    Wei Fan
  3. A Survey on Deep Learning based Time Series Analysis with Frequency Transformation
    SIGKDD 2025 · Kun Yi,
    Qi Zhang
    ,
    Wei Fan
    ,
    Longbing Cao
    ,
    Shoujin Wang
    ,
    Hui He
    ,
    Guodong Long
    ,
    Liang Hu
    ,
    Qingsong Wen
    ,
    Hui Xiong
  4. Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting
    AAAI 2025 ·
    Jingru Fei
    , Kun Yi,
    Wei Fan
    ,
    Qi Zhang
    ,
    Zhendong Niu
  5. FedMLU: Mitigating Source Inference Attacks in Federated Learning Without Losing Utility for Secure IoT Services
    ICWS 2025 ·
    Mengmeng Cui
    ,
    Hao Cheng
    ,
    Xuanru Guo
    ,
    Haolong Xiang
    , Kun Yi,
    Xiaoyong Li
    ,
    Xiaolong Xu
  6. IN-Flow: Instance Normalization Flow for Non-stationary Time Series Forecasting
    SIGKDD 2025 ·
    Wei Fan
    ,
    Shun Zheng
    ,
    Pengyang Wang
    ,
    Rui Xie
    , Kun Yi,
    Qi Zhang
    ,
    Jiang Bian
    ,
    Yanjie Fu
  7. Improving Prediction Certainty Estimation for Reliable Early Exiting via Null Space Projection
    IJCAI 2025 ·
    Jianing He
    ,
    Qi Zhang
    ,
    Duoqian Miao
    , Kun Yi,
    Shufeng Hao
    ,
    Hongyun Zhang
    ,
    Zhihua Wei
  8. SEMPO: Lightweight Foundation Models for Time Series Forecasting
    NeurIPS 2025 ·
    Hui He
    , Kun Yi,
    Yuanchi Ma
    ,
    Qi Zhang
    ,
    Zhendong Niu
    ,
    Guansong Pang
  9. Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification
    WWW 2025 ·
    Wei Fan
    ,
    Jingru Fei
    ,
    Dingyu Guo
    , Kun Yi,
    Xiaozhuang Song
    ,
    Haolong Xiang
    ,
    Hangting Ye
    ,
    Min Li
  10. Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding
    AAAI 2025 ·
    Guangyin Bao
    ,
    Qi Zhang
    ,
    Zixuan Gong
    ,
    Jialei Zhou
    ,
    Wei Fan
    , Kun Yi,
    Usman Naseem
    ,
    Liang Hu
    ,
    Duoqian Miao
  11. Decoupled Invariant Attention Network for Multivariate Time-series Forecasting
    IJCAI 2024 ·
    Haihua Xu
    ,
    Wei Fan
    , Kun Yi,
    Pengyang Wang
  12. Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting
    IJCAI 2024 ·
    Wei Fan
    , Kun Yi,
    Hangting Ye
    ,
    Zhiyuan Ning
    ,
    Qi Zhang
    ,
    Ning An
  13. FilterNet: Harnessing Frequency Filters for Time Series Forecasting
    NeurIPS 2024 · Kun Yi,
    Jingru Fei
    ,
    Qi Zhang
    ,
    Hui He
    ,
    Shufeng Hao
    ,
    Defu Lian
    ,
    Wei Fan
  14. Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector
    AAAI 2024 ·
    An Lao
    ,
    Qi Zhang
    ,
    Chongyang Shi
    ,
    Longbing Cao
    , Kun Yi,
    Liang Hu
    ,
    Duoqian Miao
  15. HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis
    IJCAI 2024 ·
    Zhuojia Wu
    ,
    Qi Zhang
    ,
    Duoqian Miao
    , Kun Yi,
    Wei Fan
    ,
    Liang Hu
  16. MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization
    ICML 2024 ·
    Yu Zhang
    ,
    Qi Zhang
    ,
    Zixuan Gong
    ,
    Yiwei Shi
    ,
    Yepeng Liu
    ,
    Duoqian Miao
    ,
    Yang Liu
    ,
    Ke Liu
    , Kun Yi,
    Wei Fan
    ,
    Liang Hu
    ,
    Changwei Wang