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Efficient Computing

6,876 papers

Papers per year

Papers

On the Impacts of Contexts on Repository-Level Code Generation NAACL 2025
Considering Length Diversity in Retrieval-Augmented Summarization NAACL 2025
An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning NAACL 2025
LSDC: An Efficient and Effective Large-Scale Data Compression Method for Supervised Fine-tuning of Large Language Models NAACL 2025
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding NAACL 2025
Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios NAACL 2025
MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding NAACL 2025
Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device NAACL 2025
PLD+: Accelerating LLM Inference by Leveraging Language Model Artifacts NAACL 2025
Choose Your Words Wisely: Domain-adaptive Masking Makes Language Models Learn Faster NAACL 2025
Vocabulary-level Memory Efficiency for Language Model Fine-tuning NAACL 2025
On the Robustness of Agentic Function Calling NAACL 2025
Learnings from Deploying Network QoS Alignment to Application Priorities for Storage Services NSDI 2025
DISC: Backpressure Mitigation In Multi-tier Applications With Distributed Shared Connection NSDI 2025
Quicksand: Harnessing Stranded Datacenter Resources with Granular Computing NSDI 2025
Beehive: A Scalable Disaggregated Memory Runtime Exploiting Asynchrony of Multithreaded Programs NSDI 2025
GRANNY: Granular Management of Compute-Intensive Applications in the Cloud NSDI 2025
NDD: A Decision Diagram for Network Verification NSDI 2025
Pyrrha: Congestion-Root-Based Flow Control to Eliminate Head-of-Line Blocking in Datacenter NSDI 2025
eTran: Extensible Kernel Transport with eBPF NSDI 2025
Accelerating Design Space Exploration for LLM Training Systems with Multi-experiment Parallel Simulation NSDI 2025
Optimizing RLHF Training for Large Language Models with Stage Fusion NSDI 2025
SimAI: Unifying Architecture Design and Performance Tuning for Large-Scale Large Language Model Training with Scalability and Precision NSDI 2025
ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model Development NSDI 2025
Dissecting and Streamlining the Interactive Loop of Mobile Cloud Gaming NSDI 2025