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fukien/README.md

Hi there 👋

I'm Wentao Huang, and I recently received my Ph.D. in Computer Science from the National University of Singapore, where I was advised by Prof. Kian-Lee Tan and collaborated with Prof. Bingsheng He.

My research applies systems-level optimization and performance modeling to accelerate AI and large-scale data processing on emerging hardware, including CXL, NVMe, and GPUs. I am especially interested in building high-performance agentic systems and efficient mixture-of-experts (MoE) LLM inference engines. I am currently exploring research and engineering opportunities, and welcome conversations about research collaborations.

Find more about me on my personal homepage or get in touch.


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  1. contention-aware-spgemm contention-aware-spgemm Public

    Codes for our VLDB'27 paper "Taming Multi-Dimensional Skew in Sparse Matrix Multiplication with Contention-Aware Scheduling".

    C

  2. hashjoins-meet-cxl hashjoins-meet-cxl Public

    Codes for our CIDR'26 paper: "Hash Joins Meet CXL: A Fresh Look".

    C 3

  3. type3-pathway type3-pathway Public

    Codes for our ADMS'24 paper "Bandwidth Expansion via CXL: A Pathway to Accelerating In-Memory Analytical Processing".

    C 10

  4. hashjoin-scm hashjoin-scm Public

    Codes for our VLDB'23 paper "A Design Space Exploration and Evaluation for Main-Memory Hash Joins in Storage Class Memory".

    C 6 1

  5. BiANE BiANE Public

    Codes for our SIGIR'20 paper "BiANE: Bipartite Attributed Network Embedding".

    Python 15 4

  6. apache/singa apache/singa Public

    a distributed deep learning platform

    C++ 3.6k 1.3k