resource efficiency

CODEI: Resource-Efficient Task-Driven Co-Design of Perception and Decision Making for Mobile Robots Applied to Autonomous Vehicles (Abstract Reprint) AAAI 2026 FLARE: Fine-Grained Length-Aware Routing for Resource-Efficient Heterogeneous LLM Serving ACL 2026 Murakkab: Resource-Efficient Agentic Workflow Orchestration in Cloud Platforms OSDI 2026 One-Shot Federated Learning based on Random Feature Extractor UAI 2026 Prism: Cost-Efficient Multi-LLM Serving via GPU Memory Ballooning OSDI 2026 AAIG at GenAI Detection Task 1: Exploring Syntactically-Aware, Resource-Efficient Small Autoregressive Decoders for AI Content Detection COLING 2025 Comparing LLMs and BERT-based Classifiers for Resource-Sensitive Claim Verification in Social Media ACL 2025 DANCE: Resource-Efficient Neural Architecture Search with Data-Aware and Continuous Adaptation IJCAI 2025 Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering ACL 2025 Small Encoders Can Rival Large Decoders in Detecting Groundedness ACL 2025 Vocabulary-level Memory Efficiency for Language Model Fine-tuning NAACL 2025 Best Arm Identification with Retroactively Increased Sampling Budget for More Resource-Efficient HPO IJCAI 2024 Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases ACL 2024 COPAL: Continual Pruning in Large Language Generative Models ICML 2024 Resource-Efficient Neural Networks for Embedded Systems JMLR 2024 ScaleLLM: A Resource-Frugal LLM Serving Framework by Optimizing End-to-End Efficiency EMNLP 2024 TueCICL at SemEval-2024 Task 8: Resource-efficient approaches for machine-generated text detection SemEval 2024 WaveMixSR: Resource-Efficient Neural Network for Image Super-Resolution WACV 2024 A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance ICCV 2023 DySR: Adaptive Super-Resolution via Algorithm and System Co-design ICLR 2023 MAS: Towards Resource-Efficient Federated Multiple-Task Learning ICCV 2023 TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources IJCAI 2022 Time-Efficient Code Completion Model for the R Programming Language ACL 2021 Toward Nearly-Zero-Error Sketching via Compressive Sensing NSDI 2021 AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning NeurIPS 2020