Zhengyang Wang · Personal website
Zhengyang Wang / 王正旸

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AboutAbout Zhengyang WangI am a Computer Science and Technology undergraduate at Beijing Normal-Hong Kong Baptist University, with expected graduation in June 2027. My research experience covers computer vision, mobile RGB-D measurement, hydrological modelling, multimodal reasoning, indoor localisation and cardiac image segmentation.ResearchMapAgent: Indoor Localisation and Spatial ReasoningMapAgent is an ongoing final year project exploring language-model agents for indoor localisation and spatial reasoning.ResearchMetroHeight: Mobile RGB-D Cargo Height EstimationMetroHeight explores smartphone RGB-D sensing for cargo-height measurement on delivery trolleys in metro stations.ResearchHydrological Constraints on Post-Fire Vegetation RecoveryThis project examines how soil-water conditions relate to vegetation recovery after the Gospers Mountain megafire.ResearchSpatiotemporal Flood Forecasting and Hydrological ModellingThis project studies regional river-discharge forecasting through hydrological observations and spatial information.ResearchCardiac Segmentation and Spatiotemporal ModellingST-Net studies cardiac cine MRI segmentation using temporal information when segmentation labels are limited to selected cardiac phases.ResearchVisual Metaphor and Multimodal ReasoningThis project studies visual metaphor generation and reasoning in multi-agent communication games through MetaVision-DB and MACH.ResearchResearch and Development of Third-Generation Intelligent Arrow Selection Equipment and SystemsData-driven arrow selection connects visual measurements with shooting performance. This work supports the analysis of arrow dispersion and stability across rounds.

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中文

Zhengyang Wang · Academic Portfolio

Research Experience

Research projects in computer vision, spatial intelligence, multimodal reasoning, medical imaging and environmental modelling. Brief overviews highlight my contributions and current research status.

MapAgent
Hand-drawn indoor localisation scene with a person, a floor plan and a small agent
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Hand-drawn indoor localisation scene with a person, a floor plan and a small agent. Conceptual illustration.

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Ongoing · Final Year Project

MapAgent

MapAgent: Indoor Localisation and Spatial Reasoning

Final Year Project (FYP)

Jul 2026 – Present

MapAgent is an ongoing final year project exploring language-model agents for indoor localisation and spatial reasoning.

Project overview
MetroHeight
Hand-drawn scene of a phone measuring cargo on a trolley in a metro station
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Hand-drawn scene of a phone measuring cargo on a trolley in a metro station. Conceptual illustration.

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In preparation · ACM SenSys 2027

MetroHeight

MetroHeight: Mobile RGB-D Cargo Height Estimation

First author

Apr 2026 – Present

MetroHeight explores smartphone RGB-D sensing for cargo-height measurement on delivery trolleys in metro stations.

Project overview
Post-Fire Recovery
Hand-drawn post-fire vegetation and a soil-water cutaway
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Hand-drawn post-fire vegetation and a soil-water cutaway. Conceptual illustration.

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Poster abstract accepted · BES 2026

Post-Fire Recovery

Hydrological Constraints on Post-Fire Vegetation Recovery

Hydrological and vegetation data analysis · Second author

Oct 2025 – Sep 2026

This project examines how soil-water conditions relate to vegetation recovery after the Gospers Mountain megafire.

Project overview
Flood Forecasting
Hand-drawn river catchment with observation gauges, rain and terrain
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Hand-drawn river catchment with observation gauges, rain and terrain. Conceptual illustration.

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Poster abstract accepted · WRE 2026

Flood Forecasting

Spatiotemporal Flood Forecasting and Hydrological Modelling

Method development · Second author of conference abstract

Sep 2025 – Sep 2026

This project studies regional river-discharge forecasting through hydrological observations and spatial information.

Project overview
ST-Net
Hand-drawn cardiac anatomy and a sequence of conceptual cine MRI frames
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Hand-drawn cardiac anatomy and a sequence of conceptual cine MRI frames. Conceptual illustration.

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Submitted · AISTATS 2027

ST-Net

Cardiac Segmentation and Spatiotemporal Modelling

Co-developer · Third author

Mar 2026 – Aug 2026

ST-Net studies cardiac cine MRI segmentation using temporal information when segmentation labels are limited to selected cardiac phases.

Project overview
MACH & MetaVision
Hand-drawn agents discussing the meaning of an image and a visual metaphor
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Hand-drawn agents discussing the meaning of an image and a visual metaphor. Conceptual illustration.

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In revision · ARR resubmission

MACH & MetaVision

Visual Metaphor and Multimodal Reasoning

Data construction lead · Co-developer · Third author

Dec 2025 – May 2026

This project studies visual metaphor generation and reasoning in multi-agent communication games through MetaVision-DB and MACH.

Project overview
Intelligent Arrow Selection
Hand-drawn archery range, arrows, a caliper and a high-speed camera
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Hand-drawn archery range, arrows, a caliper and a high-speed camera. Conceptual illustration.

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Under peer review · Sports Engineering

Intelligent Arrow Selection

Research and Development of Third-Generation Intelligent Arrow Selection Equipment and Systems

Research Assistant · Digital Sports Research Centre, BNBU

May 2025 – May 2026

Data-driven arrow selection connects visual measurements with shooting performance. This work supports the analysis of arrow dispersion and stability across rounds.

Project overview

Manuscripts & Conference Abstracts

MetroHeight: Smartphone RGB-D Measurement of Cargo Height in Metro Stations

MetroHeight

In preparation · ACM SenSys 2027

Long-term hydrological support constrains vegetation recovery after major disturbance

Post-Fire Recovery

Poster abstract accepted · BES 2026

A Spatiotemporal Hybrid Framework for Regional Flood Forecasting

Flood Forecasting

Poster abstract accepted · WRE 2026

ST-Net: Temporal Recalibration for Cardiac Cine Segmentation under ED/ES-only Labels

ST-Net

Submitted · AISTATS 2027

Orchestrating Secrets: Visual Metaphor Generation and Reasoning in Multi-Agent Communication Games

MACH & MetaVision

In revision · ARR resubmission

Arrow Selection for Elite Series Arrows: Data Driven Archery Arrow Selection

Intelligent Arrow Selection

Under peer review · Sports Engineering