PPaperPicks

Stefan Zohren

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

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Venues

ACL ×2SIGKDD ×2AAAI ×1CIKM ×1ECAI ×1ICML ×1NAACL ×1

Frequent coauthors

Qingsong Wen
×4
Felix Drinkall
×2
Janet B. Pierrehumbert
×2
Sanjay Purushotham
×2
Dongjin Song
×2
Jun Huan
×2
Yuxuan Liang
×2
Cong Shen
×2
Yuriy Nevmyvaka
×2
Yaxuan Kong
×2
Yongjae Lee
×1
Nazanin Mehrasa
×1

Papers

  1. Advances in Financial AI: Innovations, Risk, and Responsibility in the Era of LLMs
    CIKM 2025 ·
    Yongjae Lee
    ,
    Nazanin Mehrasa
    ,
    Chanyeol Choi
    ,
    Chung-Chi Chen
    ,
    Dhagash Mehta
    , Stefan Zohren,
    Yoon Kim
    ,
    Chulheum Lee
    ,
    Yeonhee Lee
    ,
    Eunsook Oh
  2. LOB-Bench: Benchmarking Generative AI for Finance - an Application to Limit Order Book Data
    ICML 2025 ·
    Peer Nagy
    ,
    Sascha Yves Frey
    ,
    Kang Li
    ,
    Bidipta Sarkar
    ,
    Svitlana Vyetrenko
    , Stefan Zohren,
    Ani Calinescu
    ,
    Jakob Nicolaus Foerster
  3. Stories that (are) Move(d by) Markets: A Causal Exploration of Market Shocks and Semantic Shifts across Different Partisan Groups
    ACL 2025 ·
    Felix Drinkall
    , Stefan Zohren,
    Michael McMahon
    ,
    Janet B. Pierrehumbert
  4. The 11th Mining and Learning from Time Series (MILETS): From Classical Methods to LLMs
    SIGKDD 2025 ·
    Sanjay Purushotham
    ,
    Dongjin Song
    ,
    Qingsong Wen
    ,
    Jun Huan
    ,
    Yuxuan Liang
    ,
    Cong Shen
    , Stefan Zohren,
    Yuriy Nevmyvaka
  5. 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
  6. Unlocking the Power of LSTM for Long Term Time Series Forecasting
    AAAI 2025 ·
    Yaxuan Kong
    ,
    Zepu Wang
    ,
    Yuqi Nie
    ,
    Tian Zhou
    , Stefan Zohren,
    Yuxuan Liang
    ,
    Peng Sun
    ,
    Qingsong Wen
  7. Accelerating Machine Learning for Trading Using Programmable Switches
    ECAI 2024 ·
    Xinpeng Hong
    ,
    Changgang Zheng
    , Stefan Zohren,
    Noa Zilberman
  8. The 10th Mining and Learning from Time Series Workshop: From Classical Methods to LLMs
    SIGKDD 2024 ·
    Sanjay Purushotham
    ,
    Dongjin Song
    ,
    Qingsong Wen
    ,
    Jun Huan
    ,
    Cong Shen
    , Stefan Zohren,
    Yuriy Nevmyvaka
  9. Time Machine GPT
    NAACL 2024 ·
    Felix Drinkall
    ,
    Eghbal Rahimikia
    ,
    Janet B. Pierrehumbert
    , Stefan Zohren