Efficient Computing

Column-Oriented Datalog on the GPU AAAI 2025 Comparative Analysis of Fast and High-Fidelity Neural Vocoders for Low-Latency Streaming Synthesis in Resource-Constrained Environments Interspeech 2025 Computational Limits of Low-Rank Adaptation (LoRA) Fine-Tuning for Transformer Models ICLR 2025 Context-Driven Dynamic Pruning for Large Speech Foundation Models Interspeech 2025 Controllable Distortion-Perception Tradeoff Through Latent Diffusion for Neural Image Compression AAAI 2025 Corpus Poisoning via Approximate Greedy Gradient Descent ACL 2025 Cost-Optimal Grouped-Query Attention for Long-Context Modeling EMNLP 2025 COUNTDOWN: Contextually Sparse Activation Filtering Out Unnecessary Weights in Down Projection EMNLP 2025 CSAHFL:Clustered Semi-Asynchronous Hierarchical Federated Learning for Dual-layer Non-IID in Heterogeneous Edge Computing Networks IJCAI 2025 CSR:Achieving 1 Bit Key-Value Cache via Sparse Representation AAAI 2025 DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration ACL 2025 Data-Centric Graph Condensation via Diffusion Matching ACML 2025 Decoding Listener's Identity: Person Identification from EEG Signals Using a Lightweight Spiking Transformer Interspeech 2025 DeepCompress-ViT: Rethinking Model Compression to Enhance Efficiency of Vision Transformers at the Edge CVPR 2025 DiffuseHigh: Training-Free Progressive High-Resolution Image Synthesis Through Structure Guidance AAAI 2025 DINT Transformer EMNLP 2025 Direct Quantized Training of Language Models with Stochastic Rounding ACML 2025 Disentangling the Roles of Representation and Selection in Data Pruning ACL 2025 DIVE into MoE: Diversity-Enhanced Reconstruction of Large Language Models from Dense into Mixture-of-Experts ACL 2025 DMQ: Dissecting Outliers of Diffusion Models for Post-Training Quantization ICCV 2025 Does Acceleration Cause Hidden Instability in Vision Language Models? Uncovering Instance-Level Divergence Through a Large-Scale Empirical Study EMNLP 2025 Don’t Think It Twice: Exploit Shift Invariance for Efficient Online Streaming Inference of CNNs AAAI 2025 DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization ACL 2025 DYNAC: Dynamic Vocabulary-based Non-Autoregressive Contextualization for Speech Recognition Interspeech 2025 ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training EMNLP 2025