Self-Organization Preserved Graph Structure Learning with Principle of Relevant Information. - Qingyun Sun; Jianxin Li 002; Beining Yang; Xingcheng Fu; Hao Peng 001; Philip S. Yu (AAAI, 2023)

Does Graph Distillation See Like Vision Dataset Counterpart? - Beining Yang; Kai Wang 036; Qingyun Sun; Cheng Ji 001; Xingcheng Fu; Hao Tang 005; Yang You 001; Jianxin Li 002 (NeurIPS, 2023)

Adaptive Subgraph Neural Network With Reinforced Critical Structure Mining. - Jianxin Li 002; Qingyun Sun; Hao Peng 001; Beining Yang; Jia Wu 001; Philip S. Yu (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Generating Commit Messages for Configuration Files in 5G Network Deployment Using LLMs. - Beining Yang; Alassane Samba; Guillaume Fraysse; Sihem Cherrared (CNSM, 2024)

Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs. - Huanjing Zhao; Beining Yang; Yukuo Cen; Junyu Ren; Chenhui Zhang; Yuxiao Dong; Evgeny Kharlamov; Shu Zhao; Jie Tang 001 (KDD, 2024)

GC-Bench: An Open and Unified Benchmark for Graph Condensation. - Qingyun Sun; Ziying Chen; Beining Yang; Cheng Ji 001; Xingcheng Fu; Sheng Zhou 004; Hao Peng 001; Jianxin Li 002; Philip S. Yu (NeurIPS, 2024)

RGB-Based Set Prediction Transformer of 6D Pose Estimation for Robotic Grasping Application. - Xiao Ning; Beining Yang; Si Huang; Zhenzhe Zhang; Binhui Pan (IEEE Access, 2024)

Two Trades is not Baffled: Condensing Graph via Crafting Rational Gradient Matching. - Tianle Zhang; Yuchen Zhang; Kun Wang 056; Kai Wang 036; Beining Yang; Kaipeng Zhang; Wenqi Shao; Ping Liu 004; Joey Tianyi Zhou; Yang You 001 (CoRR, 2024)

Meta-structure-based graph attention networks. - Jin Li; Qingyu Sun; Feng Zhang; Beining Yang (Neural Networks, 2024)

Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck. - Xingcheng Fu; Yisen Gao; Beining Yang; Yuxuan Wu; Haodong Qian; Qingyun Sun; Xianxian Li (AAAI, 2025)

ST-GCond: Self-supervised and Transferable Graph Dataset Condensation. - Beining Yang; Qingyun Sun; Cheng Ji 001; Xingcheng Fu; Jianxin Li 002 (ICLR, 2025)