Pengfei Wang

Computer Network Information Center , Chinese Academy of Sciences; University of Chinese Academy of Sciences , Chinese Academy of Sciences

12 papers in the IJCAI proceedings

IJCAI 2026

scLLM-DSC: LLM-Knowledge Enhanced Cross-Modal Deep Structural Clustering for Single-Cell RNA Sequencing

with Ping Xu, Pengjiang Li, Tian Du, Zaitian Wang, Jiawei Gu, Zhiyuan Ning, Ziyue Qiao, Yuanchun Zhou

doi:10.24963/ijcai.2026/350

Details PDF

IJCAI 2025

Dynamic and Adaptive Feature Generation with LLM

with Xinhao Zhang, Jinghan Zhang, Banafsheh Rekabdar, Yuanchun Zhou, Kunpeng Liu

doi:10.24963/ijcai.2025/782

Details PDF

Rethinking Graph Contrastive Learning Through Relative Similarity Preservation

with Zhiyuan Ning, Ziyue Qiao, Pengyang Wang, Yuanchun Zhou

doi:10.24963/ijcai.2025/358

Details PDF

State Feedback Enhanced Graph Differential Equations for Multivariate Time Series Forecasting

with Jiaxu Cui, Qipeng Wang, Yiming Zhao, Bingyi Sun, Bo Yang

doi:10.24963/ijcai.2025/820

Details PDF

scSiameseClu: A Siamese Clustering Framework for Interpreting Single-cell RNA Sequencing Data

with Ping Xu, Zhiyuan Ning, Pengjiang Li, Wenhao Liu, Pengyang Wang, Jiaxu Cui, Yuanchun Zhou

doi:10.24963/ijcai.2025/875

Details PDF

IJCAI 2024

FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization

with Zhiyuan Ning, Chunlin Tian, Meng Xiao, Wei Fan, Pengyang Wang, Li Li, Yuanchun Zhou

doi:10.24963/ijcai.2024/526

Details PDF

Finite-Time Convergence Rates of Decentralized Local Markovian Stochastic Approximation

with Nenggan Zheng

doi:10.24963/ijcai.2024/562

Details PDF

Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction

with Yicheng Zhou, Hao Dong, Denghui Zhang, Dingqi Yang, Yanjie Fu, Pengyang Wang

doi:10.24963/ijcai.2024/288

Details PDF

SCAT: A Time Series Forecasting with Spectral Central Alternating Transformers

with Chengjie Zhou, Chao Che, Qiang Zhang

doi:10.24963/ijcai.2024/622

Details PDF

TFWT: Tabular Feature Weighting with Transformer

with Xinhao Zhang, Zaitian Wang, Lu Jiang, Wanfu Gao, Kunpeng Liu

doi:10.24963/ijcai.2024/284

Details PDF

IJCAI 2023

Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning

with Hao Dong, Zhiyuan Ning, Pengyang Wang, Ziyue Qiao, Yuanchun Zhou, Yanjie Fu

doi:10.24963/ijcai.2023/232

Details PDF

IJCAI 2021

Pattern-enhanced Contrastive Policy Learning Network for Sequential Recommendation

with Xiaohai Tong, Chenliang Li, Long Xia, Shaozhang Niu

doi:10.24963/ijcai.2021/220

Details PDF

Future Conferences

AI Journal Division

IJCAI Proceedings