Publications

• Advancing Matrix Operations for High-Performance and Memory-Efficient Automata Processing on GPUs , ACM Transactions on Architecture and Code Optimization (2025)
• DeepContext: A Context-aware, Cross-platform, and Cross-framework Tool for Performance Profiling and Analysis of Deep Learning Workloads , (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)
• gHyPart: GPU-friendly End-to-End Hypergraph Partitioner , ACM Transactions on Architecture and Code Optimization (2025)
• FASTEN: Fast GPU-accelerated Segmented Matrix Multiplication for Heterogenous Graph Neural Networks , (2024)
• POSTER: Optimizing Sparse Tensor Contraction with Revisiting Hash Table Design , (2024)
• Fast Parallel Tensor Times Same Vector for Hypergraphs , (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)