Yaqi Xia

According to our database, Yaqi Xia authored at least 12 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

JanusQuant: Accurate and Efficient 2-bit KV Cache Quantization for Long-Context Inference.

Chengyu Sun, Yaqi Xia, Hulin Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng

Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2026

2025

Voltrix: Sparse Matrix-Matrix Multiplication on Tensor Cores with Asynchronous and Balanced Kernel Optimization.

Yaqi Xia, Weihu Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng

Proceedings of the 2025 USENIX Annual Technical Conference, 2025

MXBLAS: Accelerating 8-bit Deep Learning with a Unified Micro-Scaled GEMM Library.

Weihu Wang, Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng

Proceedings of the International Conference for High Performance Computing, 2025

Harnessing Inter-GPU Shared Memory for Seamless MoE Communication-Computation Fusion.

Hulin Wang, Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng

Proceedings of the 30th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2025

2024

Redundancy-Free and Load-Balanced TGNN Training With Hierarchical Pipeline Parallelism.

Yaqi Xia, Zheng Zhang, Donglin Yang, Chuang Hu, Xiaobo Zhou, Hongyang Chen, Qianlong Sang, Dazhao Cheng

IEEE Trans. Parallel Distributed Syst., November, 2024

Raptor-T: A Fused and Memory-Efficient Sparse Transformer for Long and Variable-Length Sequences.

Hulin Wang, Donglin Yang, Yaqi Xia, Zheng Zhang, Qigang Wang, Jianping Fan, Xiaobo Zhou, Dazhao Cheng

IEEE Trans. Computers, July, 2024

MPMoE: Memory Efficient MoE for Pre-Trained Models With Adaptive Pipeline Parallelism.

Zheng Zhang, Yaqi Xia, Hulin Wang, Donglin Yang, Chuang Hu, Xiaobo Zhou, Dazhao Cheng

IEEE Trans. Parallel Distributed Syst., June, 2024

Scaling New Heights: Transformative Cross-GPU Sampling for Training Billion-Edge Graphs.

Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng

Proceedings of the International Conference for High Performance Computing, 2024

Accelerating Distributed DLRM Training with Optimized TT Decomposition and Micro-Batching.

Weihu Wang, Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng

Proceedings of the International Conference for High Performance Computing, 2024

2023

MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism.

Zheng Zhang, Donglin Yang, Yaqi Xia, Liang Ding, Dacheng Tao, Xiaobo Zhou, Dazhao Cheng

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Redundancy-Free High-Performance Dynamic GNN Training with Hierarchical Pipeline Parallelism.

Yaqi Xia, Zheng Zhang, Hulin Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng

Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023

2021

ASFM-Net: Asymmetrical Siamese Feature Matching Network for Point Completion.

Yaqi Xia, Yan Xia, Wei Li, Rui Song, Kailang Cao, Uwe Stilla

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021