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RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns.

, , , , , , , , , and . ASPLOS (4), page 268-286. ACM, (2023)

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Actor-Critic Reinforcement Learning with Phased Actor., , and . CoRR, (2024)ROLLER: Fast and Efficient Tensor Compilation for Deep Learning., , , , , , , , , and 5 other author(s). OSDI, page 233-248. USENIX Association, (2022)State Space Models on Temporal Graphs: A First-Principles Study., , , , , and . CoRR, (2024)YuenyeungSpTRSV: A Thread-Level and Warp-Level Fusion Synchronization-Free Sparse Triangular Solve., , , , , , and . IEEE Trans. Parallel Distributed Syst., 32 (9): 2321-2337 (2021)GRANDE: a neural model over directed multigraphs with application to anti-money laundering., , , , , and . CoRR, (2023)DREW: Efficient Winograd CNN Inference with Deep Reuse., , , , , and . WWW, page 1807-1816. ACM, (2022)What's Behind the Mask: Understanding Masked Graph Modeling for Graph Autoencoders., , , , , , , , and . KDD, page 1268-1279. ACM, (2023)TREC: Transient Redundancy Elimination-based Convolution., , , , , , and . NeurIPS, (2022)Hetero$^2$Net: Heterophily-aware Representation Learning on Heterogenerous Graphs., , , , , , , , , and 2 other author(s). CoRR, (2023)LasTGL: An Industrial Framework for Large-Scale Temporal Graph Learning., , , , , , , , , and 2 other author(s). CoRR, (2023)