影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
50.24/100
前 8.5%
全站排名 #5,448
发表论文12 篇
平均评分
年均产出4.0 篇/年
Paul Bogdan
Jack Munushian Early Career Chair associate professor@University of Southern California·美国·OpenReview
研究方向
Emergence · self-organization · cmplexity · and intelligence · Neural operators · Weighted multifractal graph generators and graphons · Network science / complex networks · Self-programmable and self-optimizing computing systems · Topological machine learning · Hyperbolic geometry / network science · Differential geometry / network science · Multifractal geometry / network science · Artificial intelligence · Learning code representations / code optimization / hardware - software co-design · Complex systems
27
Maestro: Learning to Collaborate via Conditional Listwise Policy Optimization for Multi-Agent LLMs
ICLR 2026Rejected
14
ClimateLLM: Efficient Weather Forecasting via Frequency-Aware Large Language Models
ICLR 2026Rejected
通讯21
ComMat: Datasets and Benchmarks from complex materials for graph machine learning
ICLR 2026Rejected
通讯19
MIHC: Multi-View Interpretable Hypergraph Neural Networks with Information Bottleneck for Chip Congestion Prediction
NeurIPS 2025Poster
42
Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models
ICLR 2025Poster
通讯56
Exploring Edge Probability Graph Models Beyond Edge Independency: Concepts, Analyses, and Algorithms
ICLR 2025Rejected
三作7
End-to-End Learning Framework for Solving Non-Markovian Optimal Control
ICML 2025Poster
通讯14
Multi-scale Conditional Generative Modeling for Microscopic Image Restoration
ICLR 2025Rejected
通讯