Search Results for author: Mingzhe Du

Found 4 papers, 3 papers with code

Mercury: An Efficiency Benchmark for LLM Code Synthesis

1 code implementation12 Feb 2024 Mingzhe Du, Anh Tuan Luu, Bin Ji, Qian Liu, See-Kiong Ng

Based on the distribution, we introduce a new metric Beyond, which computes a runtime-percentile-weighted Pass score to reflect functional correctness and computational efficiency simultaneously.

Code Generation Computational Efficiency

From Static to Dynamic: A Continual Learning Framework for Large Language Models

1 code implementation22 Oct 2023 Mingzhe Du, Anh Tuan Luu, Bin Ji, See-Kiong Ng

The vast number of parameters in large language models (LLMs) endows them with remarkable capabilities, allowing them to excel in a variety of natural language processing tasks.

Continual Learning

Image Semantic Relation Generation

no code implementations19 Oct 2022 Mingzhe Du

Scene graphs provide structured semantic understanding beyond images.

Image Retrieval Image Segmentation +8

Montage: A General System for Buffered Durably Linearizable Data Structures

1 code implementation29 Sep 2020 Haosen Wen, Wentao Cai, Mingzhe Du, Louis Jenkins, Benjamin Valpey, Michael L. Scott

The recent emergence of fast, dense, nonvolatile main memory suggests that certain long-lived data might remain in its natural pointer-rich format across program runs and hardware reboots.

Distributed, Parallel, and Cluster Computing Data Structures and Algorithms Performance 68W10, 68Q85, 68M15 D.1.3; B.2.3

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