Juepeng Zheng

According to our database, Juepeng Zheng authored at least 75 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

From Noisy Historical Maps to Time-Series Oil Palm Mapping Without Annotation in Malaysia and Indonesia (2020-2024).

Nuttaset Kuapanich, Juepeng Zheng, Bohan Shi, Jiaying Liu, Jiayin Jiang, Jiatao Huang, Shenghan Tan, Qingmei Li, Haohuan Fu

CoRR, April, 2026

AIM: Asymmetric Information Masking for Visual Question Answering Continual Learning.

Peifeng Zhang, Zice Qiu, Donghua Yu, Shilei Cao, Juepeng Zheng, Yutong Lu, Haohuan Fu

CoRR, April, 2026

GTPBD-MM: A Global Terraced Parcel and Boundary Dataset with Multi-Modality.

Zhiwei Zhang, Xingyuan Zeng, Xinkai Kong, Kunquan Zhang, Haoyuan Liang, Bohan Shi, Juepeng Zheng, Jianxi Huang, Yutong Lu, Haohuan Fu

CoRR, April, 2026

HM-Bench: A Comprehensive Benchmark for Multimodal Large Language Models in Hyperspectral Remote Sensing.

Xinyu Zhang, Zurong Mai, Qingmei Li, Zjin Liao, Yibin Wen, Yuhang Chen, Xiaoya Fan, Chan Tsz Ho, Bi Tianyuan, Haoyuan Liang, Ruifeng Su, Zihao Qian, Juepeng Zheng, Jianxi Huang, Yutong Lu, Haohuan Fu

CoRR, April, 2026

Synergizing Efficiency and Reliability for Continuous Mobile Manipulation.

Chengkai Wu, Ruilin Wang, Yixin Zeng, Jiayuan Wang, Mingjie Zhang, Guiyong Zheng, Qun Niu, Juepeng Zheng, Jun Ma, Boyu Zhou

CoRR, April, 2026

Parameter-Efficient Modality-Balanced Symmetric Fusion for Multimodal Remote Sensing Semantic Segmentation.

Haocheng Li, Juepeng Zheng, Shuangxi Miao, Ruibo Lu, Guosheng Cai, Haohuan Fu, Jianxi Huang

CoRR, March, 2026

AGCD: Agent-Guided Cross-Modal Decoding for Weather Forecasting.

Jing Wu, Yang Liu, Lin Zhang, Junbo Zeng, Jiabin Wang, Zi Ye, Guowen Li, Shilei Cao, Jiashun Cheng, Fang Wang, Meng Jin, Yerong Feng, Hong Cheng, Yutong Lu, Haohuan Fu, Juepeng Zheng

CoRR, March, 2026

AgroNVILA: Perception-Reasoning Decoupling for Multi-view Agricultural Multimodal Large Language Models.

Jiarui Zhang, Junqi Hu, Zurong Mai, Yuhang Chen, Shuohong Lou, Henglian Huang, Lingyuan Zhao, Jianxi Huang, Yutong Lu, Haohuan Fu, Juepeng Zheng

CoRR, March, 2026

OnFly: Onboard Zero-Shot Aerial Vision-Language Navigation toward Safety and Efficiency.

Guiyong Zheng, Yueting Ban, Mingjie Zhang, Juepeng Zheng, Boyu Zhou

CoRR, March, 2026

Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation.

Juepeng Zheng, Guowen Li, Yibin Wen, Jinxiao Zhang, Runmin Dong, Haohuan Fu

IEEE Trans. Neural Networks Learn. Syst., January, 2026

FlyCo: Foundation Model-Empowered Drones for Autonomous 3D Structure Scanning in Open-World Environments.

Chen Feng, Guiyong Zheng, Tengkai Zhuang, Yongqian Wu, Fangzhan He, Haojia Li, Juepeng Zheng, Shaojie Shen, Boyu Zhou

CoRR, January, 2026

2025

SAGE: Style-Adaptive Generalization for Privacy-Constrained Semantic Segmentation Across Domains.

Qingmei Li, Yang Zhang, Peifeng Zhang, Haohuan Fu, Juepeng Zheng

CoRR, December, 2025

AgriCoT: A Chain-of-Thought Benchmark for Evaluating Reasoning in Vision-Language Models for Agriculture.

Yibin Wen, Qingmei Li, Zi Ye, Jiarui Zhang, Jing Wu, Zurong Mai, Shuohong Lou, Yuhang Chen, Henglian Huang, Xiaoya Fan, Yang Zhang, Lingyuan Zhao, Haohuan Fu, Jianxi Huang, Juepeng Zheng

CoRR, November, 2025

CrossEarth-Gate: Fisher-Guided Adaptive Tuning Engine for Efficient Adaptation of Cross-Domain Remote Sensing Semantic Segmentation.

Shilei Cao, Ziyang Gong, Hehai Lin, Yang Liu, Jiashun Cheng, Xiaoxing Hu, Haoyuan Liang, Guowen Li, Chengwei Qin, Hong Cheng, Xue Yang, Juepeng Zheng, Haohuan Fu

CoRR, November, 2025

GALA: A GlobAl-LocAl Approach for Multi-Source Active Domain Adaptation.

Juepeng Zheng, Peifeng Zhang, Yibin Wen, Qingmei Li, Yang Zhang, Haohuan Fu

CoRR, October, 2025

Interactive Learning for LLM Reasoning.

Hehai Lin, Shilei Cao, Sudong Wang, Haotian Wu, Minzhi Li, Linyi Yang, Juepeng Zheng, Chengwei Qin

CoRR, September, 2025

Task-Adaptive Parameter-Efficient Fine-Tuning for Weather Foundation Models.

Shilei Cao, Hehai Lin, Jiashun Cheng, Yang Liu, Guowen Li, Xuehe Wang, Juepeng Zheng, Haoyuan Liang, Meng Jin, Chengwei Qin, Hong Cheng, Haohuan Fu

CoRR, September, 2025

A Comprehensive Review of Agricultural Parcel and Boundary Delineation from Remote Sensing Images: Recent Progress and Future Perspectives.

Juepeng Zheng, Zi Ye, Yibin Wen, Jianxi Huang, Zhiwei Zhang, Qingmei Li, Qiong Hu, Baodong Xu, Lingyuan Zhao, Haohuan Fu

CoRR, August, 2025

GTPBD: A Fine-Grained Global Terraced Parcel and Boundary Dataset.

Zhiwei Zhang, Zi Ye, Yibin Wen, Shuai Yuan, Haohuan Fu, Jianxi Huang, Juepeng Zheng

CoRR, July, 2025

Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind.

Qingmei Li, Yang Zhang, Zurong Mai, Yuhang Chen, Shuohong Lou, Henglian Huang, Jiarui Zhang, Zhiwei Zhang, Yibin Wen, Weijia Li, Haohuan Fu, Jianxi Huang, Juepeng Zheng

CoRR, May, 2025

TianQuan-Climate: A Subseasonal-to-Seasonal Global Weather Model via Incorporate Climatology State.

Guowen Li, Xintong Liu, Shilei Cao, Haoyuan Liang, Mengxuan Chen, Lixian Zhang, Jinxiao Zhang, Jiuke Wang, Meng Jin, Juepeng Zheng, Haohuan Fu

CoRR, April, 2025

Boosting Universal Domain Adaptation in Remote Sensing With Dual-Classifiers Consistency Discrimination and Cross-Domain Feature Mixup.

Qingmei Li, Yang Zhang, Juepeng Zheng, Yuxiang Zhang, Jianxi Huang, Haohuan Fu

IEEE Trans. Geosci. Remote. Sens., 2025

BAN: A Universal Paradigm for Cross-Scene Classification Under Noisy Annotations From RGB and Hyperspectral Remote Sensing Images.

Wentang Chen, Yibin Wen, Juepeng Zheng, Jianxi Huang, Haohuan Fu

IEEE Trans. Geosci. Remote. Sens., 2025

Low Saturation Confidence Distribution-based Test-Time Adaptation for cross-domain remote sensing image classification.

Yu Liang, Shilei Cao, Juepeng Zheng, Xiucheng Zhang, Jianxi Huang, Haohuan Fu

Int. J. Appl. Earth Obs. Geoinformation, 2025

RLF-VLN: A Training-Free Vision-Language Navigation System Powered by Large Language Models and Robust Semantic Mapping.

Ruilin Wang, Guiyong Zheng, Mingjie Zhang, Juepeng Zheng

Proceedings of the International Ubiquitous Positioning, 2025

Quantifying Samples with Invariance for Source-Free Class Incremental Domain Adaptation.

Zhiyu Ye, Guowen Li, Haoyuan Liang, Zixi Wang, Shilei Cao, Yushan Lai, Juepeng Zheng

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

DepthGait: Multi-Scale Cross-Level Feature Fusion of RGB-Derived Depth and Silhouette Sequences for Robust Gait Recognition.

Xinzhu Li, Juepeng Zheng, Yikun Chen, Xudong Mao, Guanghui Yue, Wei Zhou, Chenlei Lv, Ruomei Wang, Fan Zhou, Baoquan Zhao

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation.

Juepeng Zheng, Yibin Wen

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Federated Open-Set Domain Generalization with Adaptive Adjustment Boundary and Weights.

Haoyuan Liang, Shilei Cao, Yushan Lai, Juepeng Zheng

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

MSPoint-Gait: Multi-Scale Point Cloud Analysis for 3D Gait Recognition via Cross-Modal Learning.

Xinzhu Li, Yi Yang, Yikun Chen, Guanghui Yue, Wei Zhou, Ruomei Wang, Xudong Mao, Juepeng Zheng, Fan Zhou, Ziqi Qiu, Baoquan Zhao

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Instance-Distance Active Learning for Source-Free Cross-Domain Object Detection.

Kangrui Du, Yujun Qian, Juepeng Zheng

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Shift-Driven Learning for Unsupervised Domain Adaptation.

Wentang Chen, Yibin Wen, Juepeng Zheng

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

ADU: Adaptive Detection of Unknown Categories in Black-Box Domain Adaptation.

Yushan Lai, Guowen Li, Haoyuan Liang, Juepeng Zheng, Zhiyu Ye

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization.

Haoyuan Liang, Xinyu Zhang, Shilei Cao, Guowen Li, Juepeng Zheng

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Relational Part-Aware Learning for Complex Composite Object Detection in High-Resolution Remote Sensing Images.

Shuai Yuan, Lixian Zhang, Runmin Dong, Jie Xiong, Juepeng Zheng, Haohuan Fu, Peng Gong

IEEE Trans. Cybern., October, 2024

HyUniDA: Breaking Label Set Constraints for Universal Domain Adaptation in Cross-Scene Hyperspectral Image Classification.

Qingmei Li, Yibin Wen, Juepeng Zheng, Yuxiang Zhang, Haohuan Fu

IEEE Trans. Geosci. Remote. Sens., 2024

Weakly Supervised 3-D Building Reconstruction From Monocular Remote Sensing Images.

Weijia Li, Zhenghao Hu, Lingxuan Meng, Jinwang Wang, Juepeng Zheng, Runmin Dong, Conghui He, Gui-Song Xia, Haohuan Fu, Dahua Lin

IEEE Trans. Geosci. Remote. Sens., 2024

C³DA: A Universal Domain Adaptation Method for Scene Classification From Remote Sensing Imagery.

Jiaxu Guo, Yushan Lai, Jinxiao Zhang, Juepeng Zheng, Haohuan Fu, Lin Gan, Liang Hu, Gaochao Xu, Xilong Che

IEEE Geosci. Remote. Sens. Lett., 2024

Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification.

Yu Liang, Xiucheng Zhang, Juepeng Zheng, Jianxi Huang, Haohuan Fu

CoRR, 2024

Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation.

Juepeng Zheng, Yibin Wen, Jinxiao Zhang, Runmin Dong, Haohuan Fu

CoRR, 2024

Exploring Test-Time Adaptation for Object Detection in Continually Changing Environments.

Shilei Cao, Yan Liu, Juepeng Zheng, Weijia Li, Runmin Dong, Haohuan Fu

CoRR, 2024

A²-MAE: A spatial-temporal-spectral unified remote sensing pre-training method based on anchor-aware masked autoencoder.

Lixian Zhang, Yi Zhao, Runmin Dong, Jinxiao Zhang, Shuai Yuan, Shilei Cao, Mengxuan Chen, Juepeng Zheng, Weijia Li, Wei Liu, Wayne Zhang, Litong Feng, Haohuan Fu

CoRR, 2024

Kilometer-Level Coupled Modeling Using 40 Million Cores: An Eight-Year Journey of Model Development.

Xiaohui Duan, Yuxuan Li, Zhao Liu, Bin Yang, Juepeng Zheng, Haohuan Fu, Shaoqing Zhang, Shiming Xu, Yang Gao, Wei Xue, Di Wei, Xiaojing Lv, Lifeng Yan, Haopeng Huang, Haitian Lu, Lingfeng Wan, Haoran Lin, Qixin Chang, Chenlin Li, Quanjie He, Zeyu Song, Xuantong Wang, Yangyang Yu, Xilong Fan, Zhaopeng Qu, Yankun Xu, Xiuwen Guo, Yunlong Fei, Zhaoying Wang, Mingkui Li, Yingjing Jiang, Lv Lu, Liang Su, Jiayu Fu, Peinan Yu, Weiguo Liu, Lixin Wu, Lanning Wang, Xin Liu, Dexun Chen, Guangwen Yang

CoRR, 2024

SWCARE: Switchable learning and connectivity-aware refinement method for multi-city and diverse-scenario road mapping using remote sensing images.

Lixian Zhang, Shuai Yuan, Runmin Dong, Juepeng Zheng, Bin Gan, Dengmao Fang, Yang Liu, Haohuan Fu

Int. J. Appl. Earth Obs. Geoinformation, 2024

FUSU: A Multi-temporal-source Land Use Change Segmentation Dataset for Fine-grained Urban Semantic Understanding.

Shuai Yuan, Guancong Lin, Lixian Zhang, Runmin Dong, Jinxiao Zhang, Shuang Chen, Juepeng Zheng, Jie Wang, Haohuan Fu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Spatial-Temporal Context Model for Remote Sensing Imagery Compression.

Jinxiao Zhang, Runmin Dong, Juepeng Zheng, Mengxuan Chen, Lixian Zhang, Yi Zhao, Haohuan Fu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Circular Reconfigurable Parallel Processor for Edge Computing : Industrial Product ✶.

Yuan Li, Jianbin Zhu, Yao Fu, Yu Lei, Toshio Nagata, Ryan Braidwood, Haohuan Fu, Juepeng Zheng, Wayne Luk, Hongxiang Fan

Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

DeepLight: Reconstructing High-Resolution Observations of Nighttime Light With Multi-Modal Remote Sensing Data.

Lixian Zhang, Runmin Dong, Shuai Yuan, Jinxiao Zhang, Mengxuan Chen, Juepeng Zheng, Haohuan Fu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Single Domain Generalization For Scene Classification Using Style-Oriented Data Augmentation.

Yi Zhao, Guancong Lin, Juepeng Zheng, Yang You, Haohuan Fu

Proceedings of the IGARSS 2024, 2024

Unveiling Annual Dynamics in Large-Scale Road Networks Through a Connectivity-Aware Approach Utilizing Sentinel-2 Multi-Spectral Imagery.

Lixian Zhang, Kangrui Du, Shuai Yuan, Runmin Dong, Juepeng Zheng, Haohuan Fu

Proceedings of the IGARSS 2024, 2024

Universal Domain Adaptation for Hyperspectral Image Classification.

Qingmei Li, Yibin Wen, Juepeng Zheng, Yuxiang Zhang, Haohuan Fu

Proceedings of the IGARSS 2024, 2024

Single Free-Hand Sketch Guided Free-Form Deformation For 3D Shape Generation.

Fei Wang, Jianqiang Sheng, Kai Jiang, Zhineng Zhang, Juepeng Zheng, Baoquan Zhao

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

3D Building Reconstruction from Monocular Remote Sensing Images with Multi-level Supervisions.

Weijia Li, Haote Yang, Zhenghao Hu, Juepeng Zheng, Gui-Song Xia, Conghui He

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Building Bridges Across Spatial and Temporal Resolutions: Reference-Based Super-Resolution via Change Priors and Conditional Diffusion Model.

Runmin Dong, Shuai Yuan, Bin Luo, Mengxuan Chen, Jinxiao Zhang, Lixian Zhang, Weijia Li, Juepeng Zheng, Haohuan Fu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

MUREN: MUltistage Recursive Enhanced Network for Coal-Fired Power Plant Detection.

Shuai Yuan, Juepeng Zheng, Lixian Zhang, Runmin Dong, Ray C. C. Cheung, Haohuan Fu

Remote. Sens., April, 2023

Partial Domain Adaptation for Scene Classification From Remote Sensing Imagery.

Juepeng Zheng, Yi Zhao, Wenzhao Wu, Mengxuan Chen, Weijia Li, Haohuan Fu

IEEE Trans. Geosci. Remote. Sens., 2023

A review of individual tree crown detection and delineation from optical remote sensing images.

Juepeng Zheng, Shuai Yuan, Weijia Li, Haohuan Fu, Le Yu

CoRR, 2023

An adaptive image fusion method for Sentinel-2 images and high-resolution images with long-time intervals.

Runmin Dong, Lixian Zhang, Weijia Li, Shuai Yuan, Lin Gan, Juepeng Zheng, Haohuan Fu, Lichao Mou, Xiao Xiang Zhu

Int. J. Appl. Earth Obs. Geoinformation, 2023

SW-LCM: A Scalable and Weakly-supervised Land Cover Mapping Method on a New Sunway Supercomputer.

Yi Zhao, Juepeng Zheng, Haohuan Fu, Wenzhao Wu, Jie Gao, Mengxuan Chen, Jinxiao Zhang, Lixian Zhang, Runmin Dong, Zhenrong Du, Sha Liu, Xin Liu, Shaoqing Zhang, Le Yu

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Achieving 10m China Land Cover Mapping within Three Minutes Using a New Sunway Supercomputer.

Juepeng Zheng, Yi Zhao, Jinxiao Zhang, Wenzhao Wu, Shuai Yuan, Haohuan Fu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

CO-Detector: Towards Complex Object Detection with Cross-Part Feature Learning in Remote Sensing.

Shuai Yuan, Juepeng Zheng, Yanlong Huang, Jierui Liu, Haohuan Fu, Ray C. C. Cheung

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Large-Scale Land Cover Mapping with Fine-Grained Classes via Class-Aware Semi-Supervised Semantic Segmentation.

Runmin Dong, Lichao Mou, Mengxuan Chen, Weijia Li, Xin-Yi Tong, Shuai Yuan, Lixian Zhang, Juepeng Zheng, Xiao Xiang Zhu, Haohuan Fu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

A Two-Stage Adaptation Network (TSAN) for Remote Sensing Scene Classification in Single-Source-Mixed-Multiple-Target Domain Adaptation (S²M²T DA) Scenarios.

Juepeng Zheng, Wenzhao Wu, Shuai Yuan, Yi Zhao, Weijia Li, Lixian Zhang, Runmin Dong, Haohuan Fu

IEEE Trans. Geosci. Remote. Sens., 2022

Multisource-Domain Generalization-Based Oil Palm Tree Detection Using Very-High-Resolution (VHR) Satellite Images.

Juepeng Zheng, Wenzhao Wu, Shuai Yuan, Haohuan Fu, Weijia Li, Le Yu

IEEE Geosci. Remote. Sens. Lett., 2022

A Parallel Approach for Oil Palm Tree Detection on a SW26010 Many-Core Processor.

Juepeng Zheng, Wenzhao Wu, Yi Zhao, Shuai Yuan, Runmin Dong, Lixian Zhang, Haohuan Fu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Melting Glacier: A 37-Year (1984-2020) High-Resolution Glacier-Cover Record of MT. Kilimanjaro.

Shuai Yuan, Juepeng Zheng, Lixian Zhang, Runmin Dong, Yile Xing, Yuhan She, Haohuan Fu, Ray C. C. Cheung

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Making Low-Resolution Satellite Images Reborn: A Deep Learning Approach for Super-Resolution Building Extraction.

Lixian Zhang, Runmin Dong, Shuai Yuan, Weijia Li, Juepeng Zheng, Haohuan Fu

Remote. Sens., 2021

Coconut Trees Detection on the Tenarunga Using High-Resolution Satellite Images and Deep Learning.

Juepeng Zheng, Wenzhao Wu, Le Yu, Haohuan Fu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Transresnet: Transferable Resnet For Domain Adaptation.

Juepeng Zheng, Wenzhao Wu, Yi Zhao, Haohuan Fu

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Cross-regional oil palm tree counting and detection via multi-level attention domain adaptation network.

Juepeng Zheng, Haohuan Fu, Weijia Li, Wenzhao Wu, Yi Zhao, Runmin Dong, Le Yu

CoRR, 2020

Unsupervised Mixed Multi-Target Domain Adaptation for Remote Sensing Images Classification.

Juepeng Zheng, Wenzhao Wu, Haohuan Fu, Weijia Li, Runmin Dong, Lixian Zhang, Shuai Yuan

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Cross-Regional Oil Palm Tree Detection.

Wenzhao Wu, Juepeng Zheng, Haohuan Fu, Weijia Li, Le Yu

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Semantic Segmentation-Based Building Footprint Extraction Using Very High-Resolution Satellite Images and Multi-Source GIS Data.

Weijia Li, Conghui He, Jiarui Fang, Juepeng Zheng, Haohuan Fu, Le Yu

Remote. Sens., 2019

A Real-Time Tree Crown Detection Approach for Large-Scale Remote Sensing Images on FPGAs.

Weijia Li, Conghui He, Haohuan Fu, Juepeng Zheng, Runmin Dong, Maocai Xia, Le Yu, Wayne Luk

Remote. Sens., 2019

Large-Scale Oil Palm Tree Detection from High-Resolution Remote Sensing Images Using Faster-RCNN.

Juepeng Zheng, Weijia Li, Maocai Xia, Runmin Dong, Haohuan Fu, Shuai Yuan

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019