潘黎明｜中国科学技术大学｜学者主页

2026

Interpretable Relational Inference with LLM-Guided Symbolic Dynamics Modeling

Xiao Liang, Juyuan Zhang, Liming Pan, Lin-Yuan Lu

arXiv.org

DOI

2026

Advancing Opinion Dynamics Modeling with Neural Diffusion-Convection-Reaction Equation

Chenghua Gong, Yihang Jiang, Hao Li, Rui Sun, Juyuan Zhang, Tianjun Gu, Liming Pan, Lin-Yuan Lu

arXiv.org

DOI

2026

Decoupling forward and feedback flows: A dual-attention framework for relational inference

Juyuan Zhang, Xiao-Xiao Liang, Chenghua Gong, Rui Sun, Liming Pan, Lin-Yuan Lu

Knowledge-Based Systems

DOI

2026

TopoDIM: One-shot Topology Generation of Diverse Interaction Modes for Multi-Agent Systems

Rui Sun, Jie Ding, Chenghua Gong, Tianjun Gu, Yihang Jiang, Juyuan Zhang, Liming Pan, Lin-Yuan Lu

Annual Meeting of the Association for Computational Linguistics

DOI

2025

RIVA: Efficient relational inference with variate attention

Ruizi Wu, Liming Pan, Lin-Yuan Lu

Neural Networks

DOI

2025

EpiLLM: Unlocking the Potential of Large Language Models in Epidemic Forecasting

Chenghua Gong, Rui Sun, Yuhao Zheng, Juyuan Zhang, Tianjun Gu, Liming Pan, Lin-Yuan Lv

arXiv.org

DOI

2025

Epi2-Net: Advancing Epidemic Dynamics Forecasting with Physics-Inspired Neural Networks

Rui Sun, Chenghua Gong, Tianjun Gu, Yuhao Zheng, Jie Ding, Juyuan Zhang, Liming Pan, Lin-Yuan Lu

arXiv.org

DOI

2025

AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models

Yuhao Zheng, Chenghua Gong, Rui Sun, Juyuan Zhang, Liming Pan, Lin-Yuan Lv

arXiv.org

DOI

2025

Revealing Chaotic Dependence and Degree-Structure Mechanisms in Optimal Pinning Control of Complex Networks

Qingyang Liu, Tian-Long Fan, Liming Pan, Lin-Yuan Lv

arXiv.org

DOI

2025

Straight-through and autoregressive influence estimation for influence maximization

Juyuan Zhang, Chang Guo, Yuhao Zheng, Yang Zhou, Liming Pan, Lin-Yuan Lu

Journal of Physics: Complexity

DOI

2024

Complexity of social media in the era of generative AI

Liming Pan, Chong-Yang Wang, Fang Zhou, Lin-Yuan Lu

National Science Review

DOI

2024

Identifying influential nodes on directed networks

Yan-Li Lee, Yi-Fei Wen, Wen-Bo Xie, Liming Pan, Yajun Du, Tao Zhou

Information Sciences

DOI

2023

Interpretable Subgraph Feature Extraction for Hyperlink Prediction

Pei-Yan Li, Liming Pan, Kai Li, Claudia Plant, C. Böhm

Industrial Conference on Data Mining

DOI

潘黎明

精选作品

期刊论文

Interpretable Relational Inference with LLM-Guided Symbolic Dynamics Modeling

Advancing Opinion Dynamics Modeling with Neural Diffusion-Convection-Reaction Equation

Decoupling forward and feedback flows: A dual-attention framework for relational inference

TopoDIM: One-shot Topology Generation of Diverse Interaction Modes for Multi-Agent Systems

RIVA: Efficient relational inference with variate attention

EpiLLM: Unlocking the Potential of Large Language Models in Epidemic Forecasting

Epi2-Net: Advancing Epidemic Dynamics Forecasting with Physics-Inspired Neural Networks

AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models

Revealing Chaotic Dependence and Degree-Structure Mechanisms in Optimal Pinning Control of Complex Networks

Straight-through and autoregressive influence estimation for influence maximization

Complexity of social media in the era of generative AI

Identifying influential nodes on directed networks

Interpretable Subgraph Feature Extraction for Hyperlink Prediction