Xiang Ma
5 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Renaissance Researcher (6) π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
π
Conference Pioneer
Conferences
AAAI (3)
CVPR (1)
MICCAI (1)
Top co-authors
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
U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting
AAAI 2024
Misaligned 3D Texture Optimization in MIS Utilizing Generative Framework
MICCAI 2024