Publications

TRANSFORMER EXPLAINER: Interactive Learning of Text-Generative Models
- - Aeree Cho
  - Grace C. Kim
  - et al.
- 2025
- AAAI 2025
Agentic AI for Digital Twin
- - Alexander Timms
  - Abigail Langbridge
  - et al.
- 2025
- AAAI 2025
On the Expressiveness and Length Generalization of Selective State-Space Models on Regular Languages
- - Aleksandar Terzić
  - Michael Hersche
  - et al.
- 2025
- AAAI 2025
ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement
- - Pooja Aggarwal
  - Oishik Chatterjee
  - et al.
- 2025
- AAAI 2025
Structured Document Generation for Industrial Equipment
- - Karol Lynch
  - Fabio Lorenzi
  - et al.
- 2025
- AAAI 2025
Interventional Causal Discovery in a Mixture of DAGs
- - Burak Varici
  - Dmitriy Katz-Rogozhnikov
  - et al.
- 2024
- NeurIPS 2024
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
- - Gabriel Rioux
  - Apoorva Nitsure
  - et al.
- 2024
- NeurIPS 2024
Distributional Preference Alignment of LLMs via Optimal Transport
- - Igor Melnyk
  - Youssef Mroueh
  - et al.
- 2024
- NeurIPS 2024
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
- - Vijay E
  - Arindam Jati
  - et al.
- 2024
- NeurIPS 2024
Graph-Transformer-based Surrogate Model for Accelerated Converter Circuit Topology Design
- - Shaoze Fan
  - Haoshu Lu
  - et al.
- 2024
- DAC 2024