Heng Fang

28 papers A* 3Misc 1Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Advancing Earth Observation Through Machine Learning: A TorchGeo Tutorial.
CoRR
Caleb Robinson, Nils Lehmann, Adam J. Stewart, Burak Ekim, Heng Fang, Isaac A. Corley, Mauricio Cordeiro
2026 J jnl
Earth Embeddings as Products: Taxonomy, Ecosystem, and Standardized Access.
CoRR
Heng Fang, Adam J. Stewart, Isaac Corley, Xiao Xiang Zhu, Hossein Azizpour
2026 J jnl
Multiple Instance Learning Framework with Masked Hard Instance Mining for Gigapixel Histopathology Image Analysis.
Int. J. Comput. Vis.
Wenhao Tang, Sheng Huang, Heng Fang, Fengtao Zhou, Bo Liu, Qingshan Liu
2025 — conf
ColKGC: Collaborative Enhancement using Large Language Model for Knowledge Graph Completion.
GAIIS
Heng Fang
2025 J jnl
Continuous Urban Change Detection From Satellite Image Time Series With Temporal Feature Refinement and Multitask Integration.
IEEE Trans. Geosci. Remote. Sens.
Sebastian Hafner, Heng Fang, Hossein Azizpour, Yifang Ban
2025 — conf
Leveraging Satellite Image Time Series for Accurate Extreme Event Detection.
WACV (Workshops)
Heng Fang, Hossein Azizpour
2025 J jnl
Leveraging Satellite Image Time Series for Accurate Extreme Event Detection.
CoRR
Heng Fang, Hossein Azizpour
2025 A* conf
LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model.
CVPR
Xi Wang, Hongzhen Li, Heng Fang, Yichen Peng, Haoran Xie, Xi Yang, Chuntao Li
2025 J jnl
Multiple Instance Learning Framework with Masked Hard Instance Mining for Gigapixel Histopathology Image Analysis.
CoRR
Wenhao Tang, Sheng Huang, Heng Fang, Fengtao Zhou, Bo Liu, Qingshan Liu
2025 — ed.
Proceedings of The TerraBytes {ICML} Workshop: Towards global datasets and models for Earth Observation, 19 July 2025, Vancouver, BC, Canada
TerraBytes
Nicolas Audebert, Hossein Azizpour, Valentin Barrière, Javiera Castillo Navarro, Mikolaj Czerkawski, Heng Fang, Alistair Francis, Valerio Marsocci, Andrea Nascetti, Ritu Yadav
2025 J jnl
Revisiting Data Challenges of Computational Pathology: A Pack-based Multiple Instance Learning Framework.
CoRR
Wenhao Tang, Heng Fang, Ge Wu, Xiang Li, Ming-Ming Cheng
2025 J jnl
Revisiting End-to-End Learning with Slide-level Supervision in Computational Pathology.
CoRR
Wenhao Tang, Rong Qin, Heng Fang, Fengtao Zhou, Hao Chen, Xiang Li, Ming-Ming Cheng
2024 J jnl
Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration.
CoRR
Sebastian Hafner, Heng Fang, Hossein Azizpour, Yifang Ban
2024 Misc conf
Cost-Sensitive Ensemble Learning for Venture Capital Exit Prediction.
ICMLC
Heng Fang, Ding Ma
2024 A* conf
DeFlow: Decoder of Scene Flow Network in Autonomous Driving.
ICRA
Qingwen Zhang, Yi Yang, Heng Fang, Ruoyu Geng, Patric Jensfelt
2024 J jnl
DeFlow: Decoder of Scene Flow Network in Autonomous Driving.
CoRR
Qingwen Zhang, Yi Yang, Heng Fang, Ruoyu Geng, Patric Jensfelt
2024 J jnl
FilterPrompt: Guiding Image Transfer in Diffusion Models.
CoRR
Xi Wang, Yichen Peng, Heng Fang, Haoran Xie, Xi Yang, Chuntao Li
2024 J jnl
LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model.
CoRR
Xi Wang, Hongzhen Li, Heng Fang, Yichen Peng, Haoran Xie, Xi Yang, Chuntao Li
2024 J jnl
PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation Models.
CoRR
Valerio Marsocci, Yuru Jia, Georges Le Bellier, Dávid Kerekes, Liang Zeng, Sebastian Hafner, Sebastian Gerard, Eric Brune, Ritu Yadav, Ali Shibli, Heng Fang, Yifang Ban, Maarten Vergauwen, Nicolas Audebert, Andrea Nascetti
2024 A* conf
SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification.
ACM Multimedia
Heng Fang, Sheng Huang, Wenhao Tang, Luwen Huangfu, Bo Liu
2024 J jnl
SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification.
CoRR
Heng Fang, Sheng Huang, Wenhao Tang, Luwen Huangfu, Bo Liu
2022 — conf
Local Path Planning Algorithm Designed for Unmanned Surface Vessel Based on Improved Genetic Algorithm.
BIC-TA
Yi Liu, Huizi Li, Xinlong Pan, Haipeng Wang, Yong Chen, Heng Fang, Hao Liu
2022 — conf
Multi-UUV Underwater Target Cooperative Detection Task Planning and Assignment.
BIC-TA
Yongzhou Lu, Hao Zhou, Heng Fang, Ziwei Zhao
2022 — conf
Research on Target Detection Algorithm of Unmanned Surface Vehicle Based on Deep Learning.
BIC-TA
Fan Huang, Yong Chen, Xinlong Pan, Haipeng Wang, Heng Fang
2022 — conf
The Research of the Consistency Control Under the Condition of Time-Lag of Isomerism AUV Group Communication.
BIC-TA
Fan Ye, Heng Fang, Hao Zhou
2022 J jnl
The potential of artificial intelligence for achieving healthy and sustainable societies.
CoRR
Beril Sirmaçek, S. Gupta, Fermín Mallor, Hossein Azizpour, Yifang Ban, Hamidreza Eivazi, Heng Fang, F. Golzar, Iolanda Leite, Gaspar Isaac Melsión, Kevin Smith, Francesco Fuso Nerini, Ricardo Vinuesa
2021 J jnl
Brain Surface Reconstruction from MRI Images Based on Segmentation Networks Applying Signed Distance Maps.
CoRR
Heng Fang, Xi Yang, Taichi Kin, Takeo Igarashi
2021 — conf
Brain Surface Reconstruction from MRI Images based on Segmentation Networks Applying Signed Distance Maps.
ISBI
Heng Fang, Xi Yang, Taichi Kin, Takeo Igarashi