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Yiyuan Yang

14 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

AAAI ×4NeurIPS ×3ACL ×2IJCAI ×2InterSpeech ×2CIKM ×1

Frequent coauthors

Qingsong Wen
×4
Guodong Long
×3
Jing Jiang
×3
Niki Trigoni
×3
Andrew Markham
×3
Qinghua Lu
×2
Liming Zhu
×2
Yimian Ding
×2
Jingzehua Xu
×2
Guanwen Xie
×2
Shuai Zhang
×2
Wenjie Du
×2

Papers

  1. Bi-level Personalization for Federated Foundation Models: A Task-vector Aggregation Approach
    AAAI 2026 · Yiyuan Yang,
    Guodong Long
    ,
    Qinghua Lu
    ,
    Liming Zhu
    ,
    Jing Jiang
  2. Time-RA: Towards Time Series Reasoning for Anomaly Diagnosis with LLM Feedback
    ACL 2026 · Yiyuan Yang,
    Zichuan Liu
    ,
    Lei Song
    ,
    Kai Ying
    ,
    Stephen Wang
    ,
    Joshua Thomas Bamford
    ,
    Svitlana Vyetrenko
    ,
    Jiang Bian
    ,
    Qingsong Wen
  3. AoI-MDP: An AoI Optimized Markov Decision Process Dedicated in the Underwater Task (Student Abstract)
    AAAI 2025 ·
    Yimian Ding
    ,
    Jingzehua Xu
    , Yiyuan Yang,
    Guanwen Xie
    ,
    Xinqi Wang
    ,
    Shuai Zhang
  4. Deep Learning for Multivariate Time Series Imputation: A Survey
    IJCAI 2025 ·
    Jun Wang
    ,
    Wenjie Du
    , Yiyuan Yang,
    Linglong Qian
    ,
    Wei Cao
    ,
    Keli Zhang
    ,
    Wenjia Wang
    ,
    Yuxuan Liang
    ,
    Qingsong Wen
  5. ERFSL: An Efficient Reward Function Searcher via Large Language Models for Custom-Environment Multi-Objective Reinforcement Learning (Student Abstract)
    AAAI 2025 ·
    Guanwen Xie
    ,
    Jingzehua Xu
    , Yiyuan Yang,
    Yimian Ding
    ,
    Shuai Zhang
  6. Efficient and Microphone-Fault-Tolerant 3D Sound Source Localization
    InterSpeech 2025 · Yiyuan Yang,
    Shitong Xu
    ,
    Niki Trigoni
    ,
    Andrew Markham
  7. Federated Low-Rank Adaptation for Foundation Models: A Survey
    IJCAI 2025 · Yiyuan Yang,
    Guodong Long
    ,
    Qinghua Lu
    ,
    Liming Zhu
    ,
    Jing Jiang
    ,
    Chengqi Zhang
  8. ScatterAD: Temporal-Topological Scattering Mechanism for Time Series Anomaly Detection
    NeurIPS 2025 ·
    Tao Yin
    ,
    Shaochen Fu
    ,
    Zhibin Zhang
    ,
    Li Huang
    ,
    Xiaohong Zhang
    , Yiyuan Yang,
    Kaixiang Yang
    ,
    Meng Yan
  9. Target Speaker Extraction through Comparing Noisy Positive and Negative Audio Enrollments
    NeurIPS 2025 ·
    Shitong Xu
    , Yiyuan Yang,
    Niki Trigoni
    ,
    Andrew Markham
  10. Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement
    ACL 2025 ·
    Yaxuan Kong
    , Yiyuan Yang,
    Yoontae Hwang
    ,
    Wenjie Du
    ,
    Stefan Zohren
    ,
    Zhangyang Wang
    ,
    Ming Jin
    ,
    Qingsong Wen
  11. AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System
    AAAI 2024 ·
    Chengyuan Zhu
    , Yiyuan Yang,
    Kaixiang Yang
    ,
    Haifeng Zhang
    ,
    Qinmin Yang
    ,
    C. L. Philip Chen
  12. Advancing Multivariate Time Series Anomaly Detection: A Comprehensive Benchmark with Real-World Data from Alibaba Cloud
    CIKM 2024 ·
    Chaoli Zhang
    ,
    Yingying Zhang
    ,
    Lanshu Peng
    ,
    Qingsong Wen
    , Yiyuan Yang,
    Chong-Jiong Fan
    ,
    Minqi Jiang
    ,
    Lunting Fan
    ,
    Liang Sun
  13. Dual-Personalizing Adapter for Federated Foundation Models
    NeurIPS 2024 · Yiyuan Yang,
    Guodong Long
    ,
    Tao Shen
    ,
    Jing Jiang
    ,
    Michael Blumenstein
  14. Pre-training Feature Guided Diffusion Model for Speech Enhancement
    InterSpeech 2024 · Yiyuan Yang,
    Niki Trigoni
    ,
    Andrew Markham