Lilan Peng - Publications, H-index & Citations

Lilan Peng

southwest jiaotong university

4H指数

13论文数

45被引数

收录论文 7

发表时间

GSLoRa: Gradient spectral alignment for low-rank adaptation

Neural Networks

IF6.3

2026-08-12

PREAI

Qingyun Lin; Lilan Peng; Zhendong Wu; Yiding Fan; Ke Zhao; Pengfei Zhang

In-Depth Understanding of Crime Dynamics via Space-Time-Context-Aware Tensor Decomposition 通过时空上下文感知张量分解对犯罪动态的深入理解

IEEE Transactions on Computational Social Systems

IF4.9

2025-12-31

PREAI

Weichao Liang; Guangliang Gao; Lei Chen; Haicheng Tao; Lilan Peng; Fengmao Lv; Tianrui Li

LightST: A Simplifying Spatio-Temporal Graph Neural Network for Traffic Flow Forecasting LightST: 一种用于交通流量预测的简化时空图神经网络

IEEE Transactions on Big Data

IF5.7

2025-01-01

PREAI

Jie Hu; Taichuan Zheng; Lilan Peng; Fei Teng; Shengdong Du; Tianrui Li

Learning dynamic and multi-scale graph structure for traffic demand prediction 学习动态多尺度图结构的交通需求预测

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

IF2.7

2024-11-26

PREAI

Peng, Lilan; Li, Chongshou; Zhang, Wuyang; Yu, Weijie; Li, Tianrui

KaTaGCN: Knowledge-Augmented and Time-Aware Graph Convolutional Network for efficient traffic forecasting

INFORMATION FUSION

IF15.5

2024-11-01

PREAI

Wang, Yuyan; Hu, Jie; Teng, Fei; Peng, Lilan; Du, Shengdong; Li, Tianrui

Redis-based full-text search extensions for relational databases

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

IF2.7

2024-04-12

PREAI

Liao, Xuehua; Peng, Lilan; Yang, Ting; Li, Tianrui; Zhu, Zhousen

An Overview Based on the Overall Architecture of Traffic Forecasting 基于总体架构的交通量预测综述

DATA SCIENCE AND ENGINEERING

IF4.6

2024-03-23

OAAI

Peng, Lilan; Liao, Xuehua; Li, Tianrui; Guo, Xiangyu; Wang, Xiu

研究方向