Eliminating Data Processing Bottlenecks in GNN Training over Large Graphs via Two-level Feature Compression. - Yuxin Ma; Ping Gong 009; Tianming Wu; Jiawei Yi; Chengru Yang; Cheng Li 001; Qirong Peng; Guiming Xie; Yongcheng Bao; Haifeng Liu; Yinlong Xu (Proc. VLDB Endow., 2024)

CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs. - Junlin Lv; Yuan Feng; Xike Xie; Xin Jia; Qirong Peng; Guiming Xie (ICASSP, 2025)

X2I: Seamless Integration of Multimodal Understanding into Diffusion Transformer via Attention Distillation. - Jian Ma; Qirong Peng; Xu Guo; Chen Chen; Haonan Lu; Zhenyu Yang (CoRR, 2025)

X2Edit: Revisiting Arbitrary-Instruction Image Editing through Self-Constructed Data and Task-Aware Representation Learning. - Jian Ma; Xujie Zhu; Zihao Pan; Qirong Peng; Xu Guo; Chen Chen; Haonan Lu (CoRR, 2025)