conftrace_

directed acyclic graph

245 papers

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Also known as

DAG

Co-occurring keywords

causal discovery (460) structure learning (341) graphical model (864) causal inference (1630) bayesian network (378) markov equivalence class (37) graph neural network (3962) structural equation model (77) causal structure learning (63) latent variable (541)

Papers

MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution ACL 2026
Mitigating Hallucinations in Large Language Models via Causal Reasoning AAAI 2026
You Don’t Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures AAAI 2026
From Trajectories to Graphs: Contract-Checked Editing for Verifier-Guided LLM Reasoning ACL 2026
MARLIN: Multi-Agent Reinforcement Learning for Incremental DAG Discovery AAAI 2026
Composable Assurance for AI Alignment: A Framework for Propagating Formal Safety Properties Through MLOps AAAI 2026
WebClipper: Efficient Evolution of Web Agents with Graph-based Trajectory Pruning ACL 2026
Beyond ReAct: A Planner-Centric Framework for Complex Tool-Augmented LLM Reasoning AAAI 2026
Graph of Verification: Structured Verification of LLM Reasoning with Directed Acyclic Graphs AAAI 2026
SaccadeX: Directed Acyclic Graph-based Semi-Supervised Learning of Continuous Ocular Dynamics from Sparse Neuromorphic Streams WACV 2026
Revisiting Differentiable Structure Learning: Inconsistency of L1 Penalty and Beyond AAAI 2026
Order Doesn’t Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation EMNLP 2025
DeMAC: Enhancing Multi-Agent Coordination with Dynamic DAG and Manager-Player Feedback EMNLP 2025
GRAFT: A Graph-based Flow-aware Agentic Framework for Document-level Machine Translation EMNLP 2025
Shoal++: High Throughput DAG BFT Can Be Fast and Robust! NSDI 2025
On the Representation of Pairwise Causal Background Knowledge and Its Applications in Causal Inference JMLR 2025
A Bayesian Approach to Inferring Prerequisite Structures and Topic Difficulty in Language Learning ACL 2025
Joint Enhancement of Relational Reasoning for Long-Context LLMs EMNLP 2025
Backward Filtering Forward Guiding JMLR 2025
Diffusion Directed Acyclic Transformer for Non-Autoregressive Machine Translation ACL 2025
Learning causal graphs via nonlinear sufficient dimension reduction JMLR 2025
NN-Former: Rethinking Graph Structure in Neural Architecture Representation CVPR 2025
GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy IJCAI 2025
Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation ACL 2025
Fast Computing of Dung Semantics in Acyclic Probabilistic Argumentation Frameworks AAAI 2025