Artificial Intelligence

Efficient Multiagent Planning via Shared Action Suggestions AAAI 2026 Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search ACL 2026 Efficient Multimodal Large Language Model via Dynamic KV Cache Quantization AAAI 2026 Efficient Opportunistic Approachability ALT 2026 Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models ACL 2026 Efficient Plug-and-Play Weight Refinement for Sparse Large Models AAAI 2026 Efficient Post-Training Refinement of Latent Reasoning in Large Language Models AAAI 2026 Efficient Preference Alignment via Pareto Exploration (Student Abstract) AAAI 2026 Efficient Prior-Guided Reasoning for Robust Retrieval-Augmented Generation under Conflicts ACL 2026 Efficient probabilistic surrogate modeling techniques for partially-observed large-scale dynamical systems L4DC 2026 Efficient Process Reward Modeling via Contrastive Mutual Information ACL 2026 Efficient Provably Secure Linguistic Steganography via Range Coding ACL 2026 Efficient Real-Time Raw-to-Raw Denoising for Extreme Low-Light Ultra HD Video on Mobile Devices CVPR 2026 Efficient Reasoning for Large Reasoning Language Models via Certainty-Guided Reflection Suppression AAAI 2026 Efficient Reinforcement Learning for Zero-Shot Coordination in Evolving Games AAAI 2026 Efficient Robot Learning from Diverse Data AAAI 2026 Efficient Segmentation with Multimodal Large Language Model via Token Routing AAAI 2026 Efficient Self-Evaluation for Diffusion Language Models via Sequence Regeneration ACL 2026 Efficient Solution and Learning of Robust Factored MDPs AAAI 2026 Efficient State and Parameter Estimation of Nonlinear State-Space Models through Probabilistic Optimal Control L4DC 2026 Efficient Swap Multicalibration of Elicitable Properties COLT 2026 Efficient Switchable Safety Control in LLMs via Magic-Token-Guided Co-Training AAAI 2026 Efficient Table Retrieval and Understanding with Multimodal Large Language Models EACL 2026 Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models ACL 2026 Efficient Thought Space Exploration Through Strategic Intervention AAAI 2026