Soheil Kolouri

Department of Computer Science, College of Connected Computing, ment of Electrical and Computer Engineering, Vanderbilt University Depart, Vanderbilt Uni- versity

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Publication activitypapers/week, last 8 weeks

Research focus

Constitutional AI & AI Ethics (1)Multimodal Models (1)Data Curation & Synthetic Data (1)Inference & Quantization (1)

Frequent co-authors

Farbod Davoodi (1)Seyed Reza Tavakoli Shiyadeh (1)Pooria Safaei (1)Sana Harighi (1)

Papers (2)

May 31, 2026

2w ago·also College of Connected Computing, Department of Computer Science, KTH, ment of Electrical and Computer +4

KG-FairDiff: Knowledge Graph-Guided Prompt Refinement for Demographically Fair Text-to-Image Generation

KG-FairDiff achieves substantial reductions in demographic disparities in text-to-image generation while preserving the original intent of prompts, making it a game-changer for equitable AI deployment.

Farbod Davoodi, Seyed Reza Tavakoli Shiyadeh, Pooria Safaei +12

Constitutional AI & AI Ethics Multimodal Models

Mar 4, 2026

Mar 4, 2026·also College of Connected Computing, Department of Computer Science, ment of Electrical and Computer, UC Davis +1

Vector-Quantized Soft Label Compression for Dataset Distillation

Dataset distillation's dirty secret: soft labels bloat storage, but a VQ-VAE slashes their size by 30-40x without sacrificing performance.

Ali Abbasi, Ashkan Shahbazi, Hamed Pirsiavash +1

Data Curation & Synthetic Data Inference & Quantization Training Efficiency & Optimization

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Soheil Kolouri

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)