AAAI 2026 Workshop SPARTA Submissions

GAN-Based Probabilistic Sampling for Biomedical Data Augmentation: A Comparative Study on Severely Imbalanced Single-Cell Classification
Xiwei Zheng, Zhiyuan Cheng, Audwin Chang, Rui Wu, Alexandre Duprey
- Published: 20 Dec 2025, Last Modified: 20 Dec 2025
- SPARTA_AAAI2026 Poster
- Readers: Everyone
From AUC to Accountability: Metric Choices, Social Norms, and the Deployment of Therapeutic AI
David H Silver
- Published: 18 Nov 2025, Last Modified: 18 Nov 2025
- SPARTA_AAAI2026 Oral
- Readers: Everyone
Demo: A Unified Lesion Detection and Segmentation Pipeline Across Diverse Medical Imaging Modalities
Shivaram V, Jey Praveen Sivaraj, Lakshmi Subramanian
- Published: 18 Nov 2025, Last Modified: 18 Nov 2025
- SPARTA_AAAI2026 Poster
- Readers: Everyone
Demo: Combining Polygenic Risk and EHR Survival Models of Cardiac Patients in the Indian Context via Knowledge Distillation
Shivaram V, Lakshmi Subramanian
- Published: 18 Nov 2025, Last Modified: 18 Nov 2025
- SPARTA_AAAI2026 Poster
- Readers: Everyone
PathSymetic: Neuro-Symbolic Causal Hypothesis Generation for Mechanistic Pathway Discovery in Genomic Systems
Harshini Suresha
- Published: 18 Nov 2025, Last Modified: 18 Nov 2025
- SPARTA_AAAI2026 Poster
- Readers: Everyone
GamiBench: Evaluating Spatial Reasoning and 2D-to-3D Planning Capabilities of MLLMs with Origami Folding Tasks
Ryan Spencer, Roey Yaari, Ritvik Vemavarapu, Joyce Yang, Steven Ngo, Utkarsh Sharma
- 09 Nov 2025 (modified: 18 Nov 2025)
- Submitted to SPARTA_AAAI2026
- Readers: Everyone
Improving Local Connectivity in Sparse and Rigid Graph Constructions
Nemo Delingat, Justin M. Baker, Andrea L. Bertozzi
- Published: 18 Nov 2025, Last Modified: 18 Nov 2025
- SPARTA_AAAI2026 Poster
- Readers: Everyone
TGUMIAD: Text-Guided Unified Model for Medical Image Anomaly Detection
SHIH-CHIH LIN
- Published: 18 Nov 2025, Last Modified: 18 Nov 2025
- SPARTA_AAAI2026 Poster
- Readers: Everyone
Spatial profiling reveals molecular determinants of CD8+ dynamics during chemo-immunotherapy in MSS colon cancer
Merve Kahraman, Erielle Villanueva, Lim Gek Liang Michelle, Macalinao Dominique Camat, Iain Beehuat Tan, Shyam Prabhakar
- Published: 18 Nov 2025, Last Modified: 18 Nov 2025
- SPARTA_AAAI2026 Oral
- Readers: Everyone
Expanding Gene Expression profile in Targeted Spatial Transcriptomics through scRNA-seq data integration
Rahul Tyagi, Vaibhav Mittal, Riya Podder, Sumanth Reddy
- Published: 18 Nov 2025, Last Modified: 18 Nov 2025
- SPARTA_AAAI2026 Poster
- Readers: Everyone
STProtein: predicting spatial protein expression from multi-omics data
Zhaorui Jiang, Yingfang Yuan, Lei Hu, Wei Pang
- Published: 18 Nov 2025, Last Modified: 18 Nov 2025
- SPARTA_AAAI2026 Oral
- Readers: Everyone
NeuroHydra: A Generalizable DINOv3–Mamba Framework with Structure-Aware Visual Slices Fusion for Multimodal Biomedical AI
Bo Wang, Yuhan Wang, Christopher Eckstein, Timothy A Pagliaro
- Published: 18 Nov 2025, Last Modified: 18 Nov 2025
- SPARTA_AAAI2026 Oral
- Readers: Everyone
Explorations of spatial transcriptomics on brain samples for biological understanding
Tianfang Wang, Henning Hvid, Sarah Bau, Sofia Lundh, Lingling Jiang
- Published: 18 Nov 2025, Last Modified: 18 Nov 2025
- SPARTA_AAAI2026 Oral
- Readers: Everyone
Dynamic Consistency Reveals Predictable Genes in Cross-Cell Type Temporal scRNA-Seq Data
Jiajie Shi, Rui Wu, Yushi Liu, Wendi Ma, Rui Li, Alexandre Duprey
- Published: 18 Nov 2025, Last Modified: 18 Nov 2025
- SPARTA_AAAI2026 Poster
- Readers: Everyone
Med-ICE: Enhancing Factual Accuracy in Medical AI through Autonomous Multi-Agent Consensus
Zhiyuan Chen, Rui Wu, Rui Li, Alexandre Duprey
- Published: 18 Nov 2025, Last Modified: 18 Nov 2025
- SPARTA_AAAI2026 Poster
- Readers: Everyone
CSLAN: Cross-Species Latent Alignment Network for Trauma-Related Cell-Type Classification
Rui Wu, Alan Shi, Yushi Liu, Alexandre Duprey, Ting Chen, Rui Li, Shuang Cao, Jiajie Shi
- Published: 18 Nov 2025, Last Modified: 18 Nov 2025
- SPARTA_AAAI2026 Poster
- Readers: Everyone
Translational single-cell research enabled by Singleron’s end-to-end research platform
Jonathan Scolnick
- Published: 18 Nov 2025, Last Modified: 18 Nov 2025
- SPARTA_AAAI2026 Poster
- Readers: Everyone
Counterfactual Spatial Biology: A Causal Generative AI Framework for Explainable Cell–Cell Communication and Therapeutic Intervention Prediction
Mahule Roy, Subhas Roy
- 20 Oct 2025 (modified: 18 Nov 2025)
- Submitted to SPARTA_AAAI2026
- Readers: Everyone