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Papers
ViterbiPlanNet: Injecting Procedural Knowledge via Differentiable Viterbi for Planning in Instructional Videos
CVPR 2026
Exploring Deductive and Inductive Reasoning Capabilities of Large Language Models in Procedural Planning
EMNLP 2025
Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning
EMNLP 2025
MMPlanner: Zero-Shot Multimodal Procedural Planning with Chain-of-Thought Object State Reasoning
EMNLP 2025
VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video Prompting
AAAI 2025
ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities
EMNLP 2024
AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints
ACL 2024
Multimodal Procedural Planning via Dual Text-Image Prompting
EMNLP 2024
PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning
ICLR 2024
Neuro-Symbolic Procedural Planning with Commonsense Prompting
ICLR 2023
Non-Sequential Graph Script Induction via Multimedia Grounding
ACL 2023
PDPP:Projected Diffusion for Procedure Planning in Instructional Videos
CVPR 2023