Efficient Computing

DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation AAAI 2025 Domain Generalization using Large Pretrained Models with Mixture-of-Adapters WACV 2025 Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models ICML 2025 Don’t Reinvent the Wheel: Efficient Instruction-Following Text Embedding based on Guided Space Transformation ACL 2025 Don’t Think It Twice: Exploit Shift Invariance for Efficient Online Streaming Inference of CNNs AAAI 2025 Double-Filter: Efficient Fine-tuning of Pre-trained Vision-Language Models via Patch&Layer Filtering ICML 2025 Dovetail: A CPU/GPU Heterogeneous Speculative Decoding for LLM inference EMNLP 2025 Do We Really Need Message Passing in Brain Network Modeling? ICML 2025 DPaI: Differentiable Pruning at Initialization with Node-Path Balance Principle ICLR 2025 DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models AAAI 2025 DragSolver: A Multi-Scale Transformer for Real-World Automotive Drag Coefficient Estimation ICML 2025 DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off EMNLP 2025 DReSD: Dense Retrieval for Speculative Decoding ACL 2025 Drift-Adapter: A Practical Approach to Near Zero-Downtime Embedding Model Upgrades in Vector Databases EMNLP 2025 Dropping Experts, Recombining Neurons: Retraining-Free Pruning for Sparse Mixture-of-Experts LLMs EMNLP 2025 DS-LLM: Leveraging Dynamical Systems to Enhance Both Training and Inference of Large Language Models ICLR 2025 DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs EMNLP 2025 DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers ICML 2025 Dual Feature Reduction for the Sparse-group Lasso and its Adaptive Variant ICML 2025 DualOpt: A Dual Divide-and-Optimize Algorithm for the Large-scale Traveling Salesman Problem AAAI 2025 DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads ICLR 2025 DVAGen: Dynamic Vocabulary Augmented Generation EMNLP 2025 DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition CVPR 2025 DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models CVPR 2025 Dynamic Attention-Guided Diffusion for Image Super-Resolution WACV 2025