Kanakaris, Nikos

3 publications

NeurIPS 2025 MIHC: Multi-View Interpretable Hypergraph Neural Networks with Information Bottleneck for Chip Congestion Prediction Zeyue Zhang, Heng Ping, Peiyu Zhang, Nikos Kanakaris, Xiaoling Lu, Paul Bogdan, Xiongye Xiao

ICLR 2025 Neuron-Based Multifractal Analysis of Neuron Interaction Dynamics in Large Models Xiongye Xiao, Heng Ping, Chenyu Zhou, Defu Cao, Yaxing Li, Yi-Zhuo Zhou, Shixuan Li, Nikos Kanakaris, Paul Bogdan

NeurIPS 2024 A Structure-Aware Framework for Learning Device Placements on Computation Graphs Shukai Duan, Heng Ping, Nikos Kanakaris, Xiongye Xiao, Panagiotis Kyriakis, Nesreen K. Ahmed, Peiyu Zhang, Guixiang Ma, Mihai Capotă, Shahin Nazarian, Theodore L. Willke, Paul Bogdan