Peiqi Yin

13 papers A* 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 — conf
PilotANN: Memory-Bounded GPU Acceleration for Vector Search.
KDD (1)
Yuntao Gui, Peiqi Yin, Xiao Yan, Chaorui Zhang, Weixi Zhang, James Cheng
2026 J jnl
vLLM-Omni: Fully Disaggregated Serving for Any-to-Any Multimodal Models.
CoRR
Peiqi Yin, Jiangyun Zhu, Han Gao, Chenguang Zheng, Yongxiang Huang, Taichang Zhou, Ruirui Yang, WeiZhi Liu, Weiqing Chen, Canlin Guo, Didan Deng, Zifeng Mo, Cong Wang, James Cheng, Roger Wang, Hongsheng Liu
2025 J jnl
CARINA: An Efficient CXL-Oriented Embedding Serving System for Recommendation Models.
Proc. ACM Manag. Data
Peiqi Yin, Qihui Zhou, Xiao Yan, Chao Wang, Eric Lo, Changji Li, Lan Lu, Hua Fan, Wenchao Zhou, Ming-Chang Yang, James Cheng
2025 J jnl
Gorgeous: Revisiting the Data Layout for Disk-Resident High-Dimensional Vector Search.
CoRR
Peiqi Yin, Xiao Yan, Qihui Zhou, Hui Li, Xiaolu Li, Lin Zhang, Meiling Wang, Xin Yao, James Cheng
2025 J jnl
PilotANN: Memory-Bounded GPU Acceleration for Vector Search.
CoRR
Yuntao Gui, Peiqi Yin, Xiao Yan, Chaorui Zhang, Weixi Zhang, James Cheng
2025 J jnl
Progressive Sparse Attention: Algorithm and System Co-design for Efficient Attention in LLM Serving.
CoRR
Qihui Zhou, Peiqi Yin, Pengfei Zuo, James Cheng
2025 J jnl
SparseServe: Unlocking Parallelism for Dynamic Sparse Attention in Long-Context LLM Serving.
CoRR
Qihui Zhou, Peiqi Yin, Pengfei Zuo, James Cheng
2024 J jnl
Atom: An Efficient Query Serving System for Embedding-based Knowledge Graph Reasoning with Operator-level Batching.
Proc. ACM Manag. Data
Qihui Zhou, Peiqi Yin, Xiao Yan, Changji Li, Guanxian Jiang, James Cheng
2024 J jnl
GE
Proc. ACM Manag. Data
Chenguang Zheng, Guanxian Jiang, Xiao Yan, Peiqi Yin, Qihui Zhou, James Cheng
2023 A* conf
DGI: An Easy and Efficient Framework for GNN Model Evaluation.
KDD
Peiqi Yin, Xiao Yan, Jinjing Zhou, Qiang Fu, Zhenkun Cai, James Cheng, Bo Tang, Minjie Wang
2023 J jnl
SPT: Fine-Tuning Transformer-based Language Models Efficiently with Sparsification.
CoRR
Yuntao Gui, Xiao Yan, Peiqi Yin, Han Yang, James Cheng
2022 J jnl
DGI: Easy and Efficient Inference for GNNs.
CoRR
Peiqi Yin, Xiao Yan, Jinjing Zhou, Qiang Fu, Zhenkun Cai, James Cheng, Bo Tang, Minjie Wang
2021 — conf
Vertex-Centric Visual Programming for Graph Neural Networks.
SIGMOD Conference
Yidi Wu, Yuntao Gui, Tatiana Jin, James Cheng, Xiao Yan, Peiqi Yin, Yufei Cai, Bo Tang, Fan Yu