PPaperPicks

James Y. Zhang

6 papers at tracked venues · 6 at CORE A* · active 2024–2025

Venues

Frequent coauthors

Lintao Ma
×5
Fan Zhou
×3
Xiaoming Shi
×3
Jun Zhou
×3
Yu Liu
×2
Siqiao Xue
×2
Zhixuan Chu
×2
Chen Pan
×2
Qingsong Wen
×2
Hongyuan Mei
×2
Shiyu Wang
×2
Kanghui Ning
×1

Papers

  1. TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster
    NeurIPS 2025 ·
    Kanghui Ning
    ,
    Zijie Pan
    ,
    Yu Liu
    ,
    Yushan Jiang
    , James Y. Zhang,
    Kashif Rasul
    ,
    Anderson Schneider
    ,
    Lintao Ma
    ,
    Yuriy Nevmyvaka
    ,
    Dongjin Song
  2. Continuous Invariance Learning
    ICLR 2024 ·
    Lin Yong
    ,
    Fan Zhou
    ,
    Lu Tan
    ,
    Lintao Ma
    ,
    Jianmeng Liu
    ,
    Yansu He
    ,
    Yuan Yuan
    ,
    Yu Liu
    , James Y. Zhang,
    Yujiu Yang
    ,
    Hao Wang
  3. EasyTPP: Towards Open Benchmarking Temporal Point Processes
    ICLR 2024 ·
    Siqiao Xue
    ,
    Xiaoming Shi
    ,
    Zhixuan Chu
    ,
    Yan Wang
    ,
    Hongyan Hao
    ,
    Fan Zhou
    ,
    Caigao Jiang
    ,
    Chen Pan
    , James Y. Zhang,
    Qingsong Wen
    ,
    Jun Zhou
    ,
    Hongyuan Mei
  4. GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting
    AAAI 2024 ·
    Fan Zhou
    ,
    Chen Pan
    ,
    Lintao Ma
    ,
    Yu Liu
    ,
    Siqiao Xue
    , James Y. Zhang,
    Jun Zhou
    ,
    Hongyuan Mei
    ,
    Weitao Lin
    ,
    Zi Zhuang
    ,
    Wenxin Ning
    ,
    Yunhua Hu
  5. Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
    ICLR 2024 ·
    Ming Jin
    ,
    Shiyu Wang
    ,
    Lintao Ma
    ,
    Zhixuan Chu
    , James Y. Zhang,
    Xiaoming Shi
    ,
    Pin-Yu Chen
    ,
    Yuxuan Liang
    ,
    Yuan-Fang Li
    ,
    Shirui Pan
    ,
    Qingsong Wen
  6. TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting
    ICLR 2024 ·
    Shiyu Wang
    ,
    Haixu Wu
    ,
    Xiaoming Shi
    ,
    Tengge Hu
    ,
    Huakun Luo
    ,
    Lintao Ma
    , James Y. Zhang,
    Jun Zhou