Jiaxing Qiu — accepted AI-conference papers

2026

BEDTime: A Unified Benchmark for Automatically Describing Time Series

Medhasweta Sen, Zachary Gottesman, Jiaxing Qiu, C. Bayan Bruss, Nam Nguyen, Thomas Hartvigsen

ICML 2026poster

Recent works propose complex multi-modal models that handle both time series and language, ultimately claiming high performance on complex tasks like time series reasoning and cross-modal question answering. However, they skip foundational evaluations that such complex models should have mastered. S…

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2026

ReasonEdit: Editing Vision--Language Models using Human Reasoning

Jiaxing Qiu, Kaihua Hou, Roxana Daneshjou, Ahmed Alaa, Thomas Hartvigsen

ICML 2026poster

Model editing aims to correct errors in large, pretrained models without altering unrelated behaviors. While some recent works have edited vision–language models (VLMs), no existing editors tackle reasoning-heavy tasks, which typically require humans and models to reason about images. We therefore p…

Cited by 0 Source ↗Scholar ↗