Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion
- Sharmishtha Dutta
- Alex Gittens
- et al.
- 2025
- AAAI 2025
Publications
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
Agent Trajectory Explorer: Visualizing and Providing Feedback on Agent Trajectories
- Michael Desmond
- Ja Young Lee
- et al.
- 2025
- AAAI 2025
From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers
- Bharat Runwal
- Tejaswini Pedapati
- et al.
- 2025
- AAAI 2025
TRANSFORMER EXPLAINER: Interactive Learning of Text-Generative Models
- Aeree Cho
- Grace C. Kim
- et al.
- 2025
- AAAI 2025
Interventional Causal Discovery in a Mixture of DAGs
- Burak Varici
- Dmitriy Katz-Rogozhnikov
- et al.
- 2024
- NeurIPS 2024
Distributional Preference Alignment of LLMs via Optimal Transport
- Igor Melnyk
- Youssef Mroueh
- 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
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