Yiqun Xie

25 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6439-1333 ↗Homepage ↗

Venues

AAAI ×9 SDM ×5 ICDM ×4 NeurIPS ×4 SIGKDD ×2 PPSN ×1

Frequent coauthors

Xiaowei Jia

×21

Runlong Yu

×8

Yanhua Li

×7

Zhihao Wang

×6

Zhili Li

×5

Chonghao Qiu

×5

Robert Ladwig

×4

Paul C. Hanson

×4

Erhu He

×4

Ruohan Li

×3

Gengchen Mai

×3

Lei Ma

×3

Papers

EcoDiffusion: Uncertainty-Aware Emulation of Ecosystem Processes with Conditional Diffusion for Long Sequences with Single-Step Initialization
AAAI 2026 ·
Ruohan Li
,
Zhihao Wang
,
Xiaowei Jia
,
Gengchen Mai
,
Lei Ma
,
George C. Hurtt
,
Quan Shen
,
Zhili Li
, Yiqun Xie
GREAT: Generalizable Representation Enhancement via Auxiliary Transformations for Zero-Shot Environmental Prediction
AAAI 2026 ·
Shiyuan Luo
,
Chonghao Qiu
,
Runlong Yu
, Yiqun Xie,
Xiaowei Jia
X-MethaneWet: A Cross-scale Global Wetland Methane Emission Benchmark Dataset for Advancing Science Discovery with AI
SIGKDD 2026 ·
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
CarbonGlobe: A Global-Scale, Multi-Decade Dataset and Benchmark for Carbon Forecasting in Forest Ecosystems
NeurIPS 2025 ·
Zhihao Wang
,
Lei Ma
,
George C. Hurtt
,
Xiaowei Jia
,
Yanhua Li
,
Ruohan Li
,
Zhili Li
,
Shuo Xu
, Yiqun Xie
Domain-Adaptive Continual Meta-Learning for Modeling Dynamical Systems: An Application in Environmental Ecosystems
SDM 2025 ·
Yiming Sun
,
Runlong Yu
,
Runxue Bao
, Yiqun Xie,
Ye Ye
,
Xiaowei Jia
Learning to Retrieve for Environmental Knowledge Discovery: An Augmentation-Adaptive Self-Supervised Learning Framework
ICDM 2025 ·
Shiyuan Luo
,
Runlong Yu
,
Chonghao Qiu
,
Rahul Ghosh
,
Robert Ladwig
,
Paul C. Hanson
, Yiqun Xie,
Xiaowei Jia
LocDiff: Identifying Locations on Earth by Diffusing in the Hilbert Space
NeurIPS 2025 ·
Zhangyu Wang
,
Zeping Liu
,
Jielu Zhang
,
Zhongliang Zhou
,
Qian Cao
,
Nemin Wu
,
Lan Mu
,
Yang Song
, Yiqun Xie,
Ni Lao
,
Gengchen Mai
Multi-Scale Graph Learning for Anti-Sparse Downscaling
AAAI 2025 ·
Yingda Fan
,
Runlong Yu
,
Janet R. Barclay
,
Alison P. Appling
,
Yiming Sun
, Yiqun Xie,
Xiaowei Jia
Multimodal Foundation Models as Router Models for High-Resolution Aerial Image Segmentation
ICDM 2025 ·
Cooper Li
,
Zhihao Wang
, Yiqun Xie
Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks
AAAI 2025 ·
Erhu He
,
Declan Kutscher
, Yiqun Xie,
Jacob Zwart
,
Zhe Jiang
,
Huaxiu Yao
,
Xiaowei Jia
Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science
AAAI 2025 ·
Runlong Yu
,
Chonghao Qiu
,
Robert Ladwig
,
Paul C. Hanson
, Yiqun Xie,
Xiaowei Jia
TreeFinder: A US-Scale Benchmark Dataset for Individual Tree Mortality Monitoring Using High-Resolution Aerial Imagery
NeurIPS 2025 ·
Zhihao Wang
,
Cooper Li
,
Ruichen Wang
,
Lei Ma
,
George C. Hurtt
,
Xiaowei Jia
,
Gengchen Mai
,
Zhili Li
, Yiqun Xie
What We Talk About When We Talk About AI for Science
SDM 2025 ·
Runlong Yu
, Yiqun Xie,
Xiaowei Jia
Adaptive Process-Guided Learning: An Application in Predicting Lake DO Concentrations
ICDM 2024 ·
Runlong Yu
,
Chonghao Qiu
,
Robert Ladwig
,
Paul C. Hanson
, Yiqun Xie,
Yanhua Li
,
Xiaowei Jia
Align Along Time and Space: A Graph Latent Diffusion Model for Traffic Dynamics Prediction
ICDM 2024 ·
Yuhang Liu
,
Yingxue Zhang
,
Xin Zhang
,
Yu Yang
, Yiqun Xie,
Sahar Ghanipoor Machiani
,
Yanhua Li
,
Jun Luo
Evolution-Based Feature Selection for Predicting Dissolved Oxygen Concentrations in Lakes
PPSN 2024 ·
Runlong Yu
,
Robert Ladwig
,
Xiang Xu
,
Peijun Zhu
,
Paul C. Hanson
, Yiqun Xie,
Xiaowei Jia
Fair Graph Learning Using Constraint-Aware Priority Adjustment and Graph Masking in River Networks
AAAI 2024 ·
Erhu He
, Yiqun Xie,
Alexander Y. Sun
,
Jacob Zwart
,
Jie Yang
,
Zhenong Jin
,
Yang Wang
,
Hassan A. Karimi
,
Xiaowei Jia
Knowledge Guided Machine Learning for Extracting, Preserving, and Adapting Physics-aware Features
SDM 2024 ·
Erhu He
, Yiqun Xie,
Licheng Liu
,
Zhenong Jin
,
Dajun Zhang
,
Xiaowei Jia
Only Attending What Matter within Trajectories - Memory-Efficient Trajectory Attention
SDM 2024 ·
Mingzhi Hu
,
Xin Zhang
,
Yanhua Li
, Yiqun Xie,
Xiaowei Jia
,
Xun Zhou
,
Jun Luo
Referee-Meta-Learning for Fast Adaptation of Locational Fairness
AAAI 2024 ·
Weiye Chen
, Yiqun Xie,
Xiaowei Jia
,
Erhu He
,
Han Bao
,
Bang An
,
Xun Zhou
SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models
AAAI 2024 ·
Zhihao Wang
, Yiqun Xie,
Zhili Li
,
Xiaowei Jia
,
Zhe Jiang
,
Aolin Jia
,
Shuo Xu
SolarCube: An Integrative Benchmark Dataset Harnessing Satellite and In-situ Observations for Large-scale Solar Energy Forecasting
NeurIPS 2024 ·
Ruohan Li
, Yiqun Xie,
Xiaowei Jia
,
Dongdong Wang
,
Yanhua Li
,
Yingxue Zhang
,
Zhihao Wang
,
Zhili Li
Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery
AAAI 2024 ·
Zelin Xu
,
Tingsong Xiao
,
Wenchong He
,
Yu Wang
,
Zhe Jiang
,
Shigang Chen
, Yiqun Xie,
Xiaowei Jia
,
Da Yan
,
Yang Zhou
Spatial-Temporal Augmented Adaptation via Cycle-Consistent Adversarial Network: An Application in Streamflow Prediction
SDM 2024 ·
Nasrin Kalanat
, Yiqun Xie,
Yanhua Li
,
Xiaowei Jia
Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing
SIGKDD 2024 ·
Xinbo Zhao
,
Yingxue Zhang
,
Xin Zhang
,
Yu Yang
, Yiqun Xie,
Yanhua Li
,
Jun Luo