Bogdan, Paul

13 publications

ICML 2025 End-to-End Learning Framework for Solving Non-Markovian Optimal Control Xiaole Zhang, Peiyu Zhang, Xiongye Xiao, Shixuan Li, Vasileios Tzoumas, Vijay Gupta, Paul Bogdan

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

ICLR 2024 Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan

ICLR 2023 Coupled Multiwavelet Operator Learning for Coupled Differential Equations Xiongye Xiao, Defu Cao, Ruochen Yang, Gaurav Gupta, Gengshuo Liu, Chenzhong Yin, Radu Balan, Paul Bogdan

ICML 2023 Generative Decoding of Visual Stimuli Eleni Miliotou, Panagiotis Kyriakis, Jason D Hinman, Andrei Irimia, Paul Bogdan

LoG 2022 Efficient Representation Learning for Higher-Order Data with Simplicial Complexes Ruochen Yang, Frederic Sala, Paul Bogdan

ICLR 2022 Non-Linear Operator Approximations for Initial Value Problems Gaurav Gupta, Xiongye Xiao, Radu Balan, Paul Bogdan

ICLR 2022 Pareto Policy Adaptation Panagiotis Kyriakis, Jyotirmoy Deshmukh, Paul Bogdan

CoLLAs 2022 Trustworthiness Evaluation and Trust-Aware Design of CNN Architectures Mingxi Cheng, Tingyang Sun, Shahin Nazarian, Paul Bogdan

ICLR 2021 Learning Hyperbolic Representations of Topological Features Panagiotis Kyriakis, Iordanis Fostiropoulos, Paul Bogdan

NeurIPS 2021 Multiwavelet-Based Operator Learning for Differential Equations Gaurav Gupta, Xiongye Xiao, Paul Bogdan