Oak Ridge National Laboratory

🏛 Oak Ridge National Laboratory

4 papers across 4 sessions

Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

SHF: Symmetrical Hierarchical Forest with Pretrained Vision Transformer Encoder for High-Resolution Medical Segmentation

#5015 Spotlight · Enzhi Zhang, Peng Chen, Rui Zhong, Du Wu, Jun Igarashi, Isaac Lyngaas, Xiao Wang, Masaharu Munetomo, Mohamed Wahib

A lightweight approach that adaptively patches the input image to increase token information density and encode hierarchical spatial structures into the input embedding.

Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Dynamical Low-Rank Compression of Neural Networks with Robustness under Adversarial Attacks

#3912 · Steffen Schotthöfer, Lexie Yang, Stefan Schnake

Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

MoRE-Brain: Routed Mixture of Experts for Interpretable and Generalizable Cross-Subject fMRI Visual Decoding

#2115 · YUXIANG WEI, Yanteng Zhang, Xi Xiao, Tianyang Wang, Xiao Wang, Vince D. Calhoun

Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

LC-Opt: Benchmarking Reinforcement Learning and Agentic AI for End-to-End Liquid Cooling Optimization in Data Centers

#1412 · Avisek Naug, Antonio Guillen-Perez, Vineet Kumar, Scott Greenwood, Wesley Brewer, Sahand Ghorbanpour, Ashwin Ramesh Babu, Vineet Gundecha, Ricardo Luna Gutierrez, Soumyendu Sarkar

LC-Opt is a high-fidelity RL benchmarking environment for optimizing liquid cooling in HPC systems, enabling scalable, explainable, and energy-efficient control with RL and LLMs, while promoting optimal data center solutions.