Jiajia Li
JL
Publications
- Advancing Matrix Operations for High-Performance and Memory-Efficient Automata Processing on GPUs , (2025)
- SRSparse: Generating Codes for High-Performance Sparse Matrix-Vector Semiring Computations , ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION (2025)
- SymProp: Scaling Sparse Symmetric Tucker Decomposition via Symmetry Propagation , 2025 IEEE INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM, IPDPS (2025)
- gHyPart: GPU-friendly End-to-End Hypergraph Partitioner , ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION (2025)
- FASTEN: Fast GPU-accelerated Segmented Matrix Multiplication for Heterogeneous Graph Neural Networks , PROCEEDINGS OF THE 38TH ACM INTERNATIONAL CONFERENCE ON SUPERCOMPUTING, ACM ICS 2024 (2024)
- POSTER: Optimizing Sparse Tensor Contraction with Revisiting Hash Table Design , PROCEEDINGS OF THE 29TH ACM SIGPLAN ANNUAL SYMPOSIUM ON PRINCIPLES AND PRACTICE OF PARALLEL PROGRAMMING, PPOPP 2024 (2024)
- Fast Parallel Tensor Times Same Vector for Hypergraphs , 2023 IEEE 30TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, AND ANALYTICS, HIPC 2023 (2023)
- Performance Implication of Tensor Irregularity and Optimization for Distributed Tensor Decomposition , ACM TRANSACTIONS ON PARALLEL COMPUTING (2023)
- Sparse Symmetric Format for Tucker Decomposition , IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS (2023)
- AlphaSparse: Generating High Performance SpMV Codes Directly from Sparse Matrices , SC22: INTERNATIONAL CONFERENCE FOR HIGH PERFORMANCE COMPUTING, NETWORKING, STORAGE AND ANALYSIS (2022)