conftrace_

Nils Palumbo

3 papers · 2024–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

ICML (2) MLHC (1)

Top co-authors

Somesh Jha (3) Xi Wu (1) Yingyu Liang (1) Matthew M. Engelhard (1) Yang Guo (1) David Page (1) Jihye Choi (1) Saranya Vijayakumar (1) Jiefeng Chen (1) Corina S. Pasareanu (1)

Research topics

Artificial Intelligence (3) Core AI (3) Deep Learning (2) Machine Learning (2) Natural Language Processing (1) Applications (1) Architectures (1) Generation (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Optimization & Theory (1)

Keywords

sample complexity (1) transduction (1) mechanistic interpretability (1) retrieval-augmented generation (1) robust generalization (1) abstract interpretation (1) large language model (1) neural network (1) adverse drug event (1) auto attack (1) rejection (1) selective model (1) 2-sat (1) axiom (1) compositional manner (1) drug labels (1) pharmacovigilance (1) structured format (1)

Papers

Validating Mechanistic Interpretations: An Axiomatic Approach ICML 2025 MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for Pharmacovigilance MLHC 2024 Two Heads are Actually Better than One: Towards Better Adversarial Robustness via Transduction and Rejection ICML 2024