Efficient Computing

Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs EMNLP 2025 Dataflow-Guided Neuro-Symbolic Language Models for Type Inference ICML 2025 Data-Free Group-Wise Fully Quantized Winograd Convolution via Learnable Scales CVPR 2025 Data Generation for Hardware-Friendly Post-Training Quantization WACV 2025 Data-Juicer Sandbox: A Feedback-Driven Suite for Multimodal Data-Model Co-development ICML 2025 Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance ICLR 2025 Dataset Distillation as Data Compression: A Rate-Utility Perspective ICCV 2025 Dataverse: Open-Source ETL (Extract, Transform, Load) Pipeline for Large Language Models NAACL 2025 DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer ICCV 2025 DC-ControlNet: Decoupling Inter- and Intra-Element Conditions in Image Generation with Diffusion Models ICCV 2025 DCE-LLM: Dead Code Elimination with Large Language Models NAACL 2025 DCR: Quantifying Data Contamination in LLMs Evaluation EMNLP 2025 DCTdiff: Intriguing Properties of Image Generative Modeling in the DCT Space ICML 2025 DDAT: Diffusion Policies Enforcing Dynamically Admissible Robot Trajectories RSS 2025 Debiased All-in-one Image Restoration with Task Uncertainty Regularization AAAI 2025 DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos CVPR 2025 DecDEC: A Systems Approach to Advancing Low-Bit LLM Quantization OSDI 2025 Decentralized, Epoch-based F2FS Journaling with Fine-grained Crash Recovery OSDI 2025 Decision Mixer: Integrating Long-term and Local Dependencies via Dynamic Token Selection for Decision-Making ICML 2025 Decision SpikeFormer: Spike-Driven Transformer for Decision Making CVPR 2025 Decoding in Latent Spaces for Efficient Inference in LLM-based Recommendation EMNLP 2025 Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis ACL 2025 Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction AAAI 2025 Decouple and Decompose: Scaling Resource Allocation with DeDe OSDI 2025 Decoupled Multi-Predictor Optimization for Inference-Efficient Model Tuning ICCV 2025