Jesus Rios

5 papers · 2022–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

AAAI (2) EMNLP (1) IJCAI (1) NAACL (1)

Top co-authors

Pierre Dognin (3) Kush R. Varshney (2) Karthikeyan Natesan Ramamurthy (2) Djallel Bouneffouf (2) Prasanna Sattigeri (2) Karthikeyan Shanmugam (2) Ronny Luss (2) Miao Liu (2) Qing Wang (1) Saurabh Jha (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Natural Language Processing (2) Core AI (2) Optimization & Theory (2) Mathematics & Optimization (1) Application Areas (1) Bayesian & Probabilistic (1) Generation (1) Learning Types (1) Optimization (1) Resources & Methods (1)

Keywords

causal inference (1) black-box optimization (1) natural language processing (1) fourier expansion (1) model adaptation (1) bayesian regression (1) sequence optimization (1) error propagation (1) thompson sampling (1) surrogate model (1) parameter-efficient fine-tuning (1) value alignment (1) sparse training (1) categorical variable (1) dialogue system (1) value system (1) moral reasoning (1) large language model (1) fault localization (1) fault injection (1)

Papers

Evaluating the Prompt Steerability of Large Language Models NAACL 2025 Sparsity May Be All You Need: Sparse Random Parameter Adaptation EMNLP 2025 ComVas: Contextual Moral Values Alignment System IJCAI 2024 Fault Injection Based Interventional Causal Learning for Distributed Applications AAAI 2023 Fourier Representations for Black-Box Optimization over Categorical Variables AAAI 2022