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Wentao Huang
fukien
I may be slow to respond.
Ph.D. in Computer Science
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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Codes for our VLDB'27 paper "Taming Multi-Dimensional Skew in Sparse Matrix Multiplication with Contention-Aware Scheduling".
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Codes for our CIDR'26 paper: "Hash Joins Meet CXL: A Fresh Look".
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Codes for our ADMS'24 paper "Bandwidth Expansion via CXL: A Pathway to Accelerating In-Memory Analytical Processing".
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Codes for our VLDB'23 paper "A Design Space Exploration and Evaluation for Main-Memory Hash Joins in Storage Class Memory".
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Codes for our SIGIR'20 paper "BiANE: Bipartite Attributed Network Embedding".
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a distributed deep learning platform
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