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Yiqun Xie

KDD 2026×3AAAI 2026×2NeurIPS 2026评测与基准检索与知识多模态数据与预训练推理

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0 一作 · 6 篇 · KDD 2026 / AAAI 2026 / NeurIPS 2026

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2026 顶会论文

6

作者位次 #5/8NeurIPS 2026Poster

PolyTopoBench: A Benchmark for Complex Vector Polygon Generation from Remote Sensing Imagery

Zeping Liu · Ni Lao · Weiwei Sun · Gil Wolff · Yiqun Xie · Liang Zhao · Junfeng Jiao · Gengchen Mai

多模态评测与基准OpenReview

作者位次 #11/12KDD 2026Oral· Knowledge Discovery & Data Mining

X-MethaneWet: A Cross-scale Global Wetland Methane Emission Benchmark Dataset for Advancing Science Discovery with AI

Yiming Sun · Shuo Chen · Shengyu Chen · Chonghao Qiu · Licheng Liu · Youmi Oh · Sparkle L. Malone · Gavin McNicol · Qianlai Zhuang · Chris Smith · Yiqun Xie · Xiaowei Jia

评测与基准数据与预训练检索与知识OpenReview

作者位次 #7/8KDD 2026Oral· Knowledge Discovery & Data Mining

LLM-based Evaluation Policy Extraction for Ecological Modeling

Qi Cheng · Licheng Liu · Yixuan Chen · Qing Zhu · Runlong Yu · Zhenong Jin · Yiqun Xie · Xiaowei Jia

推理评测与基准检索与知识OpenReview

作者位次 #8/8KDD 2026Oral· Knowledge Discovery & Data Mining

Knowledge-Guided Learning for Global Carbon Flux Prediction: Integrating High-Level Remote Sensing with Bottom-Up Physical Modeling

Shuo Xu · Zhihao Wang · Ruohan Li · Ruichen Wang · Lei Ma · George C. Hurtt · Xiaowei Jia · Yiqun Xie

检索与知识OpenReview

作者位次 #9/9AAAI 2026Poster· Artificial Intelligence

EcoDiffusion: Uncertainty-Aware Emulation of Ecosystem Processes with Conditional Diffusion for Long Sequences with Single-Step Initialization

Ruohan Li · Zhihao Wang · Xiaowei Jia · Gengchen Mai · Lei Ma · George C. Hurtt · Quan Shen · Zhili Li · Yiqun Xie

作者位次 #4/5AAAI 2026Poster· Artificial Intelligence

GREAT: Generalizable Representation Enhancement via Auxiliary Transformations for Zero-Shot Environmental Prediction

Shiyuan Luo · Chonghao Qiu · Runlong Yu · Yiqun Xie · Xiaowei Jia

可解释性理论与学习动力学OpenReview

常见合作者

XJXiaowei Jia×5 GMGengchen Mai×2 CQChonghao Qiu×2 LLLicheng Liu×2 RYRunlong Yu×2 ZWZhihao Wang×2 RLRuohan Li×2 LMLei Ma×2 GHGeorge C. Hurtt×2 ZLZeping Liu NLNi Lao WSWeiwei Sun