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Planning

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Chain-of-Look Spatial Reasoning for Dense Surgical Instrument Counting WACV 2026

MIRAGE: Scaling Test-Time Inference with Parallel Graph-Retrieval-Augmented Reasoning Chains AAAI 2026

Can MLLMs Find Their Way in a City? Exploring Emergent Navigation from Web-Scale Knowledge EACL 2026

Enabling Structured Reasoning in Sindhi with Culturally Grounded Instruction Tuning EACL 2026

AutoSew: A Geometric Approach to Stitching Prediction with Graph Neural Networks WACV 2026

Enhancing Visual Planning with Auxiliary Tasks and Multi-token Prediction WACV 2026

FAST-EQA: Efficient Embodied Question Answering with Global and Local Region Relevancy WACV 2026

SMART-Editor: A Multi-Agent Framework for Human-Like Design Editing with Structural Integrity EACL 2026

LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation EACL 2026

Do Multi-Agents Solve Better Than Single? Evaluating Agentic Frameworks for Diagram-Grounded Geometry Problem Solving and Reasoning EACL 2026

SELENE: Selective and Evidence-Weighted LLM Debating for Efficient and Reliable Reasoning EACL 2026

SYMDIREC: A Neuro-Symbolic Divide-Retrieve-Conquer Framework for Enhanced RTL Synthesis and Summarization EACL 2026

ART: Adaptive Reasoning Trees for Explainable Claim Verification EACL 2026

MapAgent: A Hierarchical Agent for Geospatial Reasoning with Dynamic Map Tool Integration EACL 2026

MCTS-SQL: Light-Weight LLMs Can Master the Text-to-SQL Through Monte Carlo Tree Search AAAI 2026

WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms EACL 2026

Hybrid State Representation for Video Procedure Planning WACV 2026

Guided by the Plan: Enhancing Faithful Autoregressive Text-to-Audio Generation with Guided Decoding EACL 2026

Deployed AI Agents for Industrial Asset Management: CodeReAct Framework for Event Analysis and Work Order Automation AAAI 2026

PAGER: Proactive Monitoring Agent for Enterprise AI Assistant AAAI 2026

GeoProblem Factory: A Visual Interaction System for Solvable and Controllable Geometric Problem Generation by Leveraging Symbolic Deduction Engine AAAI 2026

Principles2Plan: LLM-Guided System for Operationalising Ethical Principles into Plans AAAI 2026

WALDO: Where Unseen Model-based 6D Pose Estimation Meets Occlusion WACV 2026

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases EACL 2026

AdaptJobRec: Enhancing Conversational Career Recommendation Through an LLM-Powered Agentic System AAAI 2026