conftrace_

resource efficiency

22 papers

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Co-occurring keywords

large language model (13587) model compression (3302) neural network (6616) parameter efficiency (417) language model (4599) machine-generated text detection (141) hyperparameter optimization (406) text classification (6793) multi-task learning (2575) architecture optimization (64)

Papers

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
Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering ACL 2025
Vocabulary-level Memory Efficiency for Language Model Fine-tuning NAACL 2025
Comparing LLMs and BERT-based Classifiers for Resource-Sensitive Claim Verification in Social Media ACL 2025
AAIG at GenAI Detection Task 1: Exploring Syntactically-Aware, Resource-Efficient Small Autoregressive Decoders for AI Content Detection COLING 2025
DANCE: Resource-Efficient Neural Architecture Search with Data-Aware and Continuous Adaptation IJCAI 2025
Small Encoders Can Rival Large Decoders in Detecting Groundedness ACL 2025
Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases ACL 2024
Best Arm Identification with Retroactively Increased Sampling Budget for More Resource-Efficient HPO IJCAI 2024
Resource-Efficient Neural Networks for Embedded Systems JMLR 2024
WaveMixSR: Resource-Efficient Neural Network for Image Super-Resolution WACV 2024
TueCICL at SemEval-2024 Task 8: Resource-efficient approaches for machine-generated text detection SEMEVAL 2024
ScaleLLM: A Resource-Frugal LLM Serving Framework by Optimizing End-to-End Efficiency EMNLP 2024
A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance ICCV 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 NIPS 2020
Band-limited Training and Inference for Convolutional Neural Networks ICML 2019
CommNets: Communicating Neural Network Architectures for Resource Constrained Systems AAAI 2019