conftrace_

resource consumption

10 papers

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Co-occurring keywords

knapsack problem (39) contextual bandit (381) regret bound (1926) resource constraint (35) budget constraint (57) neural network optimization (1293) regression oracle (5) dueling bandit (57) np-hard problem (43) parameterized complexity (84)

Papers

Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings ACL 2025

PD3F: A Pluggable and Dynamic DoS-Defense Framework against resource consumption attacks targeting Large Language Models EMNLP 2025

Think Before You Duel: Understanding Complexities of Preference Learning under Constrained Resources AISTATS 2024

Preparing Lessons for Progressive Training on Language Models AAAI 2024

Optimal Contextual Bandits with Knapsacks under Realizability via Regression Oracles AISTATS 2023

Smoothed Adversarial Linear Contextual Bandits with Knapsacks ICML 2022

Reinforcement Learning-based Product Delivery Frequency Control AAAI 2021

A Multivariate Complexity Analysis of the Material Consumption Scheduling Problem AAAI 2021

IrEne: Interpretable Energy Prediction for Transformers ACL 2021

Linear Contextual Bandits with Knapsacks NIPS 2016