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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Quest2DataAgent: Automating End-to-End Scientific Data Collection EMNLP 2025
DVAGen: Dynamic Vocabulary Augmented Generation EMNLP 2025
Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist EMNLP 2025
AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models EMNLP 2025
Lookahead Q-Cache: Achieving More Consistent KV Cache Eviction via Pseudo Query EMNLP 2025
Word Salad Chopper: Reasoning Models Waste A Ton Of Decoding Budget On Useless Repetitions, Self-Knowingly EMNLP 2025
LeanK: Learnable K Cache Channel Pruning for Efficient Decoding EMNLP 2025
Cacheback: Speculative Decoding With Nothing But Cache EMNLP 2025
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists EMNLP 2025
DISC: Backpressure Mitigation In Multi-tier Applications With Distributed Shared Connection NSDI 2025
LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents EMNLP 2025
Too Helpful, Too Harmless, Too Honest or Just Right? EMNLP 2025
COUNTDOWN: Contextually Sparse Activation Filtering Out Unnecessary Weights in Down Projection EMNLP 2025
Efficient Compositional Multi-tasking for On-device Large Language Models EMNLP 2025
Beehive: A Scalable Disaggregated Memory Runtime Exploiting Asynchrony of Multithreaded Programs NSDI 2025
NDD: A Decision Diagram for Network Verification NSDI 2025
Assay2Mol: Large Language Model-based Drug Design Using BioAssay Context EMNLP 2025
Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral EMNLP 2025
How to Make Large Language Models Generate 100% Valid Molecules? EMNLP 2025
GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression EMNLP 2025
SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression EMNLP 2025
Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index EMNLP 2025
Efficient Progressive Image Compression with Variance-Aware Masking WACV 2025
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching EMNLP 2025
In Benchmarks We Trust ... Or Not? EMNLP 2025