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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Assay2Mol: Large Language Model-based Drug Design Using BioAssay Context EMNLP 2025
Federated Low-Rank Adaptation for Foundation Models: A Survey IJCAI 2025
Multimodal Transformers are Hierarchical Modal-wise Heterogeneous Graphs ACL 2025
PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models IJCAI 2025
Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral EMNLP 2025
High Dynamic Range Video Compression: A Large-Scale Benchmark Dataset and A Learned Bit-depth Scalable Compression Algorithm CVPR 2025
WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models ACL 2025
A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging AAAI 2025
KIT’s Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization ACL 2025
Too Helpful, Too Harmless, Too Honest or Just Right? EMNLP 2025
ml4xcube: Machine Learning Toolkits for Earth System Data Cubes AAAI 2025
COUNTDOWN: Contextually Sparse Activation Filtering Out Unnecessary Weights in Down Projection EMNLP 2025
DC-ControlNet: Decoupling Inter- and Intra-Element Conditions in Image Generation with Diffusion Models ICCV 2025
Enhancing Low-Rank Adaptation with Recoverability-Based Reinforcement Pruning for Object Counting AAAI 2025
Highly Parallelized Reinforcement Learning Training with Relaxed Assignment Dependencies AAAI 2025
Learnings from Deploying Network QoS Alignment to Application Priorities for Storage Services NSDI 2025
Real-Time Calibration Model for Low-Cost Sensor in Fine-Grained Time Series AAAI 2025
Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy Gradient ACL 2025
Cacheback: Speculative Decoding With Nothing But Cache EMNLP 2025
GRANNY: Granular Management of Compute-Intensive Applications in the Cloud NSDI 2025
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists EMNLP 2025
“AlphAI”: Teaching AI Algorithms to K12 by Training Learning Robots and Visualizing How It Works AAAI 2025
HyperGS: Hyperspectral 3D Gaussian Splatting CVPR 2025
Learning Production-Optimized Congestion Control Selection for Alibaba Cloud CDN NSDI 2025
SMamba: Sparse Mamba for Event-based Object Detection AAAI 2025