AI publications

Introducing APT, an adversarially pre-trained transformer achieving SOTA on small tabular tasks. (ICML)

Survey covering GenAI application vulnerabilities, including attack methods, evaluation, metrics, and mitigation tools. (NAACL)

Scalable framework predicts multilingual LM performance on NLP tasks using efficient proxy models. (NAACL)

A massive multilingual and multicultural visual question answering benchmark for evaluating VLMs on global cuisines. (NAACL)

A novel, stable, local additive attribution XAI framework based on Taylor expansion. (IEEE Intelligent Systems)

This new framework enhances preference optimization for better AI alignment with human values. (ICLR)

MetaMetrics aligns evaluation metrics with human preferences for better AI assessment. (ICLR)

A novel GNN-based model for multi-label node classification that propagates label influences on graphs. (ICLR)

Visualization tool for tabular data, exploring where and why local feature importance explanations agree or disagree. (IEEE TVCG)