Aditya Taparia

4 papers · 2024–2026 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

ICML (2) AAAI (1) EACL (1)

Top co-authors

Ransalu Senanayake (4) Som Sagar (3) Mario Leiva (1) Nathaniel D. Bastian (1) Noel Ngu (1) Kelly Raines (1) Joshua Shay Kricheli (1) Gerardo Simari (1) Bimsara Pathiraja (1) Caleb Liu (1)

Keywords

information theory (1) domain adaptation (1) integer programming (1) model ensemble (1) distributional shift (1) abductive reasoning (1) large language model (1) implicit communication (1)

Papers

ExpressivityBench: Can LLMs Communicate Implicitly? EACL 2026

Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments AAAI 2026

Explainable Concept Generation through Vision-Language Preference Learning for Understanding Neural Networks’ Internal Representations ICML 2025

Failures Are Fated, But Can Be Faded: Characterizing and Mitigating Unwanted Behaviors in Large-Scale Vision and Language Models ICML 2024