Xiang Ma

5 papers · 2024–2026 · 3 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🚀 Conference Pioneer

Venues

AAAI (3) CVPR (1) MICCAI (1)

Top co-authors

Caiming Zhang (4) Lexin Fang (3) Xuemei Li (3) Jieyu Zheng (1) Litian Xu (1) Hangjie Mo (1) Taihua Chen (1) Ling Li (1) Pengcheng Wang (1) Yunyang Xu (1)

Research topics

Machine Learning (3) Deep Learning (2) Core Methods (2) Artificial Intelligence (1) Computer Vision (1) Data Science & Analytics (1) Healthcare & Medicine (1) Analysis (1) Architectures (1) Clinical (1) Core AI (1) Domain-Specific (1) Learning Types (1) Methods (1) Models (1)

Keywords

time series forecasting (2) medical image segmentation (1) semantic consistency (1) patch-based learning (1) feature representation (1) lesion segmentation (1) distributionally robust optimization (1) modality gap (1) cross-modal alignment (1) noisy label (1) temporal dependency (1) embedding alignment (1) distribution alignment (1) distribution sampling (1) learnable codebook (1) noisy label handling (1) mixer architecture (1) stationarity correction (1) label confidence (1) dual-path architecture (1)

Papers

Aligning the True Semantics: Constrained Decoupling and Distribution Sampling for Cross-Modal Alignment AAAI 2026 ReCast: Reliability-aware Codebook-assisted Lightweight Time Series Forecasting AAAI 2026 Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation CVPR 2025 Misaligned 3D Texture Optimization in MIS Utilizing Generative Framework MICCAI 2024 U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting AAAI 2024