Aditya Kumar

4 papers · 2020–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

AAAI (1) AACL (1) IJCAI (1) NSDI (1)

Top co-authors

Luis Aguirre (1) Michael Perng (1) Ritesh Kumar (1) Jette Henderson (1) Franziska Boenisch (1) Shorya Consul (1) shubham sharma (1) Rahul Kumar (1) Akarsh Prasad (1) Matt Sanchez (1)

Research topics

Machine Learning (2) Application Areas (2) Artificial Intelligence (1) Computer Science (1) Deep Learning (1) Natural Language Processing (1) Applications · Computer Science (1) Applications · Natural Language Processing (1) Core AI (1) Generation (1) Models (1) Resources & Methods (1)

Keywords

adversarial robustness (1) model robustness (1) text-to-image generation (1) model analysis (1) model interpretability (1) machine learning (1) program analysis (1) diffusion model (1) counterfactual explanation (1) retrieval-augmented generation (1) parameter-efficient adaptation (1) fairness evaluation (1) trust in ai (1) dialogue summarization (1) medical question answering (1) offensive content detection (1) software bug (1) correlated change analysis (1) change rule (1) multilingual medical nlp (1)

Papers

Beautiful Images, Toxic Words: Understanding and Addressing Offensive Text in Generated Images AAAI 2026 SAHA: Samvad AI for Healthcare Assistance AACL 2025 Certifai: A Toolkit for Building Trust in AI Systems IJCAI 2020 Rex: Preventing Bugs and Misconfiguration in Large Services Using Correlated Change Analysis NSDI 2020