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1. Causal-Analysis-of-Marketing-Interventions Causal-Analysis-of-Marketing-Interventions Public

   Causal inference and experiment analysis for estimating the impact of marketing interventions from observational and treatment-control data.

   Python

2. Cross-Modal-Image-to-Audio-Generation Cross-Modal-Image-to-Audio-Generation Public

   Cross-modal image-to-audio generation by learning a bridge from CLIP visual embeddings to AudioLDM2 conditioning representations.

   Jupyter Notebook

3. Failure-Diagnosis-for-Tool-Using-AI-Agents Failure-Diagnosis-for-Tool-Using-AI-Agents Public

   Structured failure diagnosis and targeted retry planning for tool-using AI agents from execution trajectories.

   Python

4. Graph-Based-Transaction-Fraud-Detection Graph-Based-Transaction-Fraud-Detection Public

   Graph-enhanced transaction fraud detection using temporal features, network structure, and imbalanced classification.

   HTML

5. Personalized-Meme-Recommendation-from-Pairwise-Feedback Personalized-Meme-Recommendation-from-Pairwise-Feedback Public

   Personalized meme recommendation from pairwise user preferences using multimodal features, preference learning, and uncertainty-based active sampling.

   Python

6. Early-Prediction-of-Content-Virality Early-Prediction-of-Content-Virality Public

   Early prediction of content virality using engagement trajectories, lifecycle clustering, and temporal machine-learning models.

   Python