Lei Zhang

18 papers A* 3A 1B 2Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Implicit graph neural network for deep graph transformation.
Knowl. Inf. Syst.
Lei Zhang, Qisheng Zhang, Zhiqian Chen, Yanshen Sun, Chang-Tien Lu, Liang Zhao
2025 — conf
Network Interdiction Goes Neural.
KDD (2)
Lei Zhang, Zhiqian Chen, Chang-Tien Lu, Liang Zhao
2025 — conf
Planet Scale Mars Image Retrieval for Fast Mapping with Interactive Refinement [Demo].
SIGSPATIAL/GIS
Jichao Fang, Lei Zhang, Wei Luo
2024 J jnl
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks.
ACM Comput. Surv.
Zhiqian Chen, Fanglan Chen, Lei Zhang, Taoran Ji, Kaiqun Fu, Liang Zhao, Feng Chen, Lingfei Wu, Charu Aggarwal, Chang-Tien Lu
2024 J jnl
Network Interdiction Goes Neural.
CoRR
Lei Zhang, Zhiqian Chen, Chang-Tien Lu, Liang Zhao
2024 A conf
Unifying Spectral and Spatial Graph Neural Networks.
CIKM
Zhiqian Chen, Lei Zhang, Liang Zhao
2023 J jnl
Fast and adaptive dynamics-on-graphs to dynamics-of-graphs translation.
Frontiers Big Data
Lei Zhang, Zhiqian Chen, Chang-Tien Lu, Liang Zhao
2023 A* conf
Infinitely Deep Graph Transformation Networks.
ICDM
Lei Zhang, Qisheng Zhang, Zhiqian Chen, Yanshen Sun, Chang-Tien Lu, Liang Zhao
2022 A* conf
From "Dynamics on Graphs" to "Dynamics of Graphs": An Adaptive Echo-State Network Solution (Student Abstract).
AAAI
Lei Zhang, Zhiqian Chen, Chang-Tien Lu, Liang Zhao
2022 — conf
Granger Causal Inference for Interpretable Traffic Prediction.
ITSC
Lei Zhang, Kaiqun Fu, Taoran Ji, Chang-Tien Lu
2022 B conf
HateNet: A Graph Convolutional Network Approach to Hate Speech Detection.
IEEE Big Data
Charles Duong, Lei Zhang, Chang-Tien Lu
2022 B conf
Twitter Bot Identification: An Anomaly Detection Approach.
IEEE Big Data
Lulwah Alkulaib, Lei Zhang, Yanshen Sun, Chang-Tien Lu
2021 J jnl
Bridging the Gap between Spatial and Spectral Domains: A Theoretical Framework for Graph Neural Networks.
CoRR
Zhiqian Chen, Fanglan Chen, Lei Zhang, Taoran Ji, Kaiqun Fu, Liang Zhao, Feng Chen, Lingfei Wu, Charu C. Aggarwal, Chang-Tien Lu
2021 J jnl
Deep Graph Learning for Circuit Deobfuscation.
Frontiers Big Data
Zhiqian Chen, Lei Zhang, Gaurav Kolhe, Hadi Mardani Kamali, Setareh Rafatirad, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Chang-Tien Lu, Liang Zhao
2021 — conf
Forecasting High-risk Areas of COVID-19 Infection Through Socioeconomic and Static Spatial Analysis.
IEEE BigData
Abdulaziz Alhamadani, Shailik Sarkar, Lei Zhang, Lulwah Alkulaib, Chang-Tien Lu
2020 J jnl
Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks.
CoRR
Zhiqian Chen, Fanglan Chen, Lei Zhang, Taoran Ji, Kaiqun Fu, Liang Zhao, Feng Chen, Chang-Tien Lu
2018 — conf
Situation-Based Interpretable Learning for Personality Prediction in Social Media.
IEEE BigData
Lei Zhang, Liang Zhao, Xuchao Zhang, Wenmo Kong, Zitong Sheng, Chang-Tien Lu
2018 A* conf
Social Media based Simulation Models for Understanding Disease Dynamics.
IJCAI
Ting Hua, Chandan K. Reddy, Lei Zhang, Lijing Wang, Liang Zhao, Chang-Tien Lu, Naren Ramakrishnan