Lexin Fang

3 papers · 2024–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12)

Venues

AAAI (2) CVPR (1)

Top co-authors

Xiang Ma (3) Caiming Zhang (3) Xuemei Li (2) Tianlong Zhao (1) Litian Xu (1) Yunyang Xu (1)

Research topics

Deep Learning (2) Machine Learning (2) Artificial Intelligence (1) Computer Vision (1) Data Science & Analytics (1) Healthcare & Medicine (1) Analysis (1) Architectures (1) Clinical (1) Core AI (1) Core Methods (1) Domain-Specific (1) Learning Types (1) Methods (1) Models (1)

Keywords

feature distribution (1) medical image segmentation (1) semantic consistency (1) patch-based learning (1) feature representation (1) lesion segmentation (1) time series forecasting (1) modality gap (1) cross-modal alignment (1) noisy label (1) temporal dependency (1) embedding alignment (1) distribution alignment (1) distribution sampling (1) noisy label handling (1) mixer architecture (1) stationarity correction (1) label confidence (1) semantic decoupling (1)

Papers

Aligning the True Semantics: Constrained Decoupling and Distribution Sampling for Cross-Modal Alignment AAAI 2026 Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation CVPR 2025 U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting AAAI 2024