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Scheduling

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Showing 101–150 of 3104 papers

TitleStatusHype
PD^3F: A Pluggable and Dynamic DoS-Defense Framework Against Resource Consumption Attacks Targeting Large Language Models—0
Rethinking the Sampling Criteria in Reinforcement Learning for LLM Reasoning: A Competence-Difficulty Alignment Perspective—0
Control of Renewable Energy Communities using AI and Real-World Data—0
Learning Flexible Forward Trajectories for Masked Molecular Diffusion—0
Plan and Budget: Effective and Efficient Test-Time Scaling on Large Language Model Reasoning—0
CASTILLO: Characterizing Response Length Distributions of Large Language ModelsCode0
Graph Neural Network-Based Collaborative Perception for Adaptive Scheduling in Distributed Systems—0
InspectionV3: Enhancing Tobacco Quality Assessment with Deep Convolutional Neural Networks for Automated Workshop Management—0
Better Rates for Private Linear Regression in the Proportional Regime via Aggressive Clipping—0
On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech—0
KernelOracle: Predicting the Linux Scheduler's Next Move with Deep LearningCode0
Semi-Clairvoyant Scheduling of Speculative Decoding Requests to Minimize LLM Inference Latency—0
Internal Chain-of-Thought: Empirical Evidence for Layer-wise Subtask Scheduling in LLMsCode1
Scheduling of Flexible Manufacturing Systems Based on Place-Timed Petri Nets and Basis Reachability Graphs—0
Combining the Best of Both Worlds: A Method for Hybrid NMT and LLM Translation—0
Natural Language Planning via Coding and Inference ScalingCode0
Learning in Chaos: Efficient Autoscaling and Self-healing for Distributed Training at the Edge—0
Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses—0
RIFLES: Resource-effIcient Federated LEarning via Scheduling—0
UAV-Enabled Joint Sensing, Communication, Powering and Backhaul Transmission in Maritime Monitoring Networks—0
GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution StrategyCode1
ALAS: A Stateful Multi-LLM Agent Framework for Disruption-Aware Planning—0
FastCar: Cache Attentive Replay for Fast Auto-Regressive Video Generation on the EdgeCode1
Demystifying and Enhancing the Efficiency of Large Language Model Based Search AgentsCode2
SpecEdge: Scalable Edge-Assisted Serving Framework for Interactive LLMs—0
Scalability of Reinforcement Learning Methods for Dispatching in Semiconductor Frontend Fabs: A Comparison of Open-Source Models with Real Industry Datasets—0
Optimizing Electric Bus Charging Scheduling with Uncertainties Using Hierarchical Deep Reinforcement Learning—0
AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges—0
Learning Virtual Machine Scheduling in Cloud Computing through Language Agents—0
A Comparative Study of SMT and MILP for the Nurse Rostering ProblemCode0
Electric Bus Charging Schedules Relying on Real Data-Driven Targets Based on Hierarchical Deep Reinforcement Learning—0
KAITIAN: A Unified Communication Framework for Enabling Efficient Collaboration Across Heterogeneous Accelerators in Embodied AI Systems—0
Interim Report on Human-Guided Adaptive Hyperparameter Optimization with Multi-Fidelity Sprints—0
ELIS: Efficient LLM Iterative Scheduling System with Response Length Predictor—0
Joint Communication Scheduling and Resource Allocation for Distributed Edge Learning: Seamless Integration in Next-Generation Wireless Networks—0
Adaptive Bias Generalized Rollout Policy Adaptation on the Flexible Job-Shop Scheduling Problem—0
Wireless Link Scheduling with State-Augmented Graph Neural NetworksCode0
Optimal Low Emission Zones scheduling as an example of transport policy backcasting—0
AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection—0
Piloting Structure-Based Drug Design via Modality-Specific Optimal ScheduleCode2
SpecRouter: Adaptive Routing for Multi-Level Speculative Decoding in Large Language Models—0
Code Retrieval for MILP Instance Generation—0
CaMDN: Enhancing Cache Efficiency for Multi-tenant DNNs on Integrated NPUs—0
Predictive Control of EV Overnight Charging with Multi-Session Flexibility—0
Adaptive Biased User Scheduling for Heterogeneous Wireless Federate Learning Network—0
Neural Pathways to Program Success: Hopfield Networks for PERT Analysis—0
Balancing Client Participation in Federated Learning Using AoI—0
Integrated equilibrium model for electrified logistics and power systems—0
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows—0
Dynamic Network Flow Optimization for Task Scheduling in PTZ Camera Surveillance Systems—0
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