conftrace_

causal dependency

3 papers

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Co-occurring keywords

continuous-time model (20) system interaction (1) event sequence (55) generative pre-trained transformer (19) interpretable reasoning (21) graph neural network (3962) reasoning consistency (13) attribution reasoning (1) systemic interaction (1) irregular time series (21)

Papers

Towards Faithful Multi-step Reasoning through Fine-Grained Causal-aware Attribution Reasoning Distillation COLING 2025

Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series NIPS 2024

Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events NIPS 2023