Ze Rong — Research Portfolio
🎓 Master's Student in AI @ University of Macau · B.Sc. @ Nantong University, advised by Prof. Lei Ma · Reliable Multimodal Learning / Computer Vision / fMRI Semantic Decoding
Research Interests
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Evidence-Grounded Multimodal Learning
Grounded vision-language reasoning with verifiable evidence.
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Spatial Intelligence
UAV perception, localization, and scene-level spatial reasoning.
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Agentic AI Systems
Persistent workflows, tool use, and reliable human-agent handoff.
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Medical Image Segmentation
Structure-aware segmentation under domain and quality shifts.
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Neural Semantic Decoding
Non-invasive brain-to-language and neural representation modeling.
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Frequency-Domain Representation Learning
Spectral features for robust visual and medical learning.
🔥 News
- [2026-04] SCORE: Soccer Curriculum for Ordinal Affect Recognition with Evidence accepted by ICMR 2026.
- [2025-09] FIRM: Fusion-Injected Residual Memory Brings Token-Level Alignment to Unsupervised VI-ReID accepted by ACML 2025.
- [2025-07] FaRMamba: Frequency-based Learning and Reconstruction Aided Mamba for Medical Segmentation accepted by ICONIP 2025.
Featured Projects
FaRMamba — Frequency-aware Mamba for Medical Segmentation
MSFM + reconstruction-aided learning; evaluated on CAMUS / Kvasir-Seg / MICE-cochlea.
Learn more →PairUAV-PACE - Polar Axis-Conditioned UAV Relative Localization
A reproducible PairUAV 2026 release for ordered UAV-view relative localization with heading, metric range, and calibrated post-processing.
Learn more →Agent Harness - Persistent AI Coding Workflow Orchestration
A local orchestration layer for long-running AI coding workflows with task runtime, session handoff, and durable memory.
Learn more →