Artificial Intelligence

Efficient Inference for Large Language Models –Algorithm, Model, and System EMNLP 2025 Efficient Input-level Backdoor Defense on Text-to-Image Synthesis via Neuron Activation Variation ICCV 2025 Efficient Integration of External Knowledge to LLM-based World Models via Retrieval-Augmented Generation and Reinforcement Learning EMNLP 2025 EFFICIENT JAILBREAK ATTACK SEQUENCES ON LARGE LANGUAGE MODELS VIA MULTI-ARMED BANDIT-BASED CONTEXT SWITCHING ICLR 2025 Efficient Knowledge Deletion from Trained Models Through Layer-wise Partial Machine Unlearning JMLR 2025 Efficient Language-instructed Skill Acquisition via Reward-Policy Co-Evolution AAAI 2025 Efficient Latent Semantic Clustering for Scaling Test-Time Computation of LLMs EMNLP 2025 EfficientLLaVA: Generalizable Auto-Pruning for Large Vision-language Models CVPR 2025 Efficient Logit-based Knowledge Distillation of Deep Spiking Neural Networks for Full-Range Timestep Deployment ICML 2025 Efficient Long Context Fine-tuning with Chunk Flow ICML 2025 Efficient Long Context Language Model Retrieval with Compression ACL 2025 Efficient Low-Bit Quantization with Adaptive Scales for Multi-Task Co-Training ICLR 2025 Efficiently Editing Mixture-of-Experts Models with Compressed Experts EMNLP 2025 Efficiently Escaping Saddle Points for Policy Optimization UAI 2025 Efficiently Identifying Watermarked Segments in Mixed-Source Texts ACL 2025 Efficiently Parameterized Neural Metriplectic Systems ICLR 2025 Efficiently Serving Large Multimodal Models Using EPD Disaggregation ICML 2025 Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention ACL 2025 Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling ICLR 2025 Efficient Motion-Aware Video MLLM CVPR 2025 Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering NAACL 2025 Efficient Multi-agent Offline Coordination via Diffusion-based Trajectory Stitching ICLR 2025 Efficient Multi-modal Long Context Learning for Training-free Adaptation ICML 2025 Efficient Multi-Person Motion Prediction by Lightweight Spatial and Temporal Interactions ICCV 2025 Efficient Multi-Policy Evaluation for Reinforcement Learning AAAI 2025