Yaqi Xia
Orcid: 0009-0006-8101-785X
According to our database1,
Yaqi Xia
authored at least 8 papers
between 2021 and 2024.
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Bibliography
2024
Redundancy-Free and Load-Balanced TGNN Training With Hierarchical Pipeline Parallelism.
IEEE Trans. Parallel Distributed Syst., November, 2024
Raptor-T: A Fused and Memory-Efficient Sparse Transformer for Long and Variable-Length Sequences.
IEEE Trans. Computers, July, 2024
MPMoE: Memory Efficient MoE for Pre-Trained Models With Adaptive Pipeline Parallelism.
IEEE Trans. Parallel Distributed Syst., June, 2024
Scaling New Heights: Transformative Cross-GPU Sampling for Training Billion-Edge Graphs.
Proceedings of the International Conference for High Performance Computing, 2024
Accelerating Distributed DLRM Training with Optimized TT Decomposition and Micro-Batching.
Proceedings of the International Conference for High Performance Computing, 2024
2023
MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023
Redundancy-Free High-Performance Dynamic GNN Training with Hierarchical Pipeline Parallelism.
Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023
2021
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021