Machine Learning

Efficient Hi-Fi Style Transfer via Statistical Attention and Modulation IJCAI 2025 Efficient Image-to-Image Diffusion Classifier for Adversarial Robustness AAAI 2025 Efficient Imitation under Misspecification ICLR 2025 Efficient Indoor Depth Completion Network Using Mask-adaptive Gated Convolution AAAI 2025 Efficient Inference for Large Language Model-based Generative Recommendation ICLR 2025 Efficient Inference for Large Language Models –Algorithm, Model, and System EMNLP 2025 Efficient Inter-Operator Scheduling for Concurrent Recommendation Model Inference on GPU IJCAI 2025 Efficient Interpolation between Extragradient and Proximal Methods for Weak MVIs 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 Efficient Layer-wise LLM Fine-tuning for Revision Intention Prediction EMNLP 2025 Efficient Learning with Sine-Activated Low-Rank Matrices ICLR 2025 Efficient Length-Generalizable Attention via Causal Retrieval for Long-Context Language Modeling ICML 2025 Efficient LiDAR Reflectance Compression via Scanning Serialization ICML 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 Access Diffusion Fisher: Within the Outer Product Span Space ICML 2025 Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts ICLR 2025 Efficiently Editing Mixture-of-Experts Models with Compressed Experts EMNLP 2025 Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback Windows AAAI 2025 Efficiently Escaping Saddle Points for Policy Optimization UAI 2025