Schedule on June 13, 2025

Dr. Shaolei Ren

AI, Energy, and Public Health

1. MALLM: Multi-Agent Decision-Making with LLMs for Multi-User Edge-Sensor Environments
2. Rethinking Pruning for Vision-Language Models: Strategies for Effective Sparsity
3. An LLM-based Agentic Framework for Accessible Network Control
4. OFCnetLLM: Large Language Model for Network Monitoring and Alertness
5. A Case Study of Environmental Footprints for Generative AI Inference: Cloud versus Edge
6. LLMs Performance Evaluation: A Case Study in Climate Change Statements

Sigmetrics Workshop Joint Poster Session

Dr. Lei Wu

Leveraging Machine Learning for Boosting Performance of Power Systems Optimization Problems

Dr. Shantenu Jha

AI-Coupled HPC Workflow Applications: A New Paradigm for Extreme-Scale Scientific Applications

1. THOR: A Generic Energy Estimation Approach for On-Device Training
2. Energy-efficient GPU SM allocation
3. Carbon Friendly Federated Learning Framework for Optimized Distributed Storage Systems
4. Multi-Agent Reinforcement Learning for Decentralized Reservoir Management via Murmuration Intelligence
5. On Scalable Multi-flow and Multi-channel Traffic Steering through Hybrid Learning
6. Learning to Site: A Multi-objective Optimization of Rooftop Solar Installations using Evolutionary Neural Networks
7. Enhancing Coastal Sea Level Predictions: A Hybrid Approach Combining TimeGAN-Augmented Data, and CNN-GRU Models
8. Online Quickest Change Detection for Multiple Gaussian Sequences Using Stochastic Band