百晓学者学者目录

张玉志

副教授、博导、教授、研究员、讲师，南开大学

精选作品

期刊论文

2026

Expanding Guard Reach: Online Learning-Driven Incremental Kernel Panic Diagnosis

Yicheng Sui, Xiaotian Wang, Hailin Zhang, Shenglin Zhang, Binhong Jiang, Heng Zheng, Yongqian Sun, Yuzhi Zhang, Yang Zhang, Xin Wu, 彭良燕, Linlin Han, Feng Wang, Xiaozhou Liu, Yu Zhang

IEEE/ACM International Conference on Automated Software Engineering (ASE)

DOI

2026

CKTI: A Domain-Specific Compiler for Lowering CUDA Kernels to Triton-IR

Changqing Shi, Rui Chen, Yufei Sun, Yicheng Sui, Junhua Zhang, Yudong Xie, Mingda Wang, Shuangpeng Ming, Shuo Zhang, Yuzhi Zhang

ACM International Conference on Supercomputing (ICS)

DOI

2026

GraphRAG-R1: Graph Retrieval-Augmented Generation with Process-Constrained Reinforcement Learning

Caiyang Yu, Kuo Zhao, Yuhan Li, Heng Chang, Mingjian Feng, Xiangzhe Jiang, Yufei Sun, Jia Li, Yuzhi Zhang, Qingyun Sun, Jianxin Li, Ziwei Zhang

ACM Web Conference (WWW)

DOI

2026

Correlation-guided mixture of experts prompt learning for long-tailed multi-label text classification

Ge Lan, Mengting Hu, Yu Su, Yufei Sun, Yuzhi Zhang

Knowledge-Based Systems

DOI

2026

A Two-Stage GPU Kernel Tuner Combining Semantic Refactoring and Search-Based Optimization

Qiuyi Qu, Yi-Cheng Sui, Yufei Sun, Rui Chen, Xiaofei Zhang, Yuzhi Zhang, Haofen Wang, Ge Lan

arXiv.org

DOI

2026

CoMRA: A Framework for Automated Code Migration via Retrieval-Augmented Generation and Multi-Agent Collaboration

Bin Lu, Wanxiang Yu, Haolin Wang, Jiayi Zhao, Yuzhi Zhang, Rui Chen

IEEE International Conference on Software Analysis, Evolution, and Reengineering

DOI

2025

Meta-relation-based heterogeneous graph neural network with deep reinforcement learning for flexible job shop scheduling

Yuzhi Zhang, Shidu Dong, Zhenfang Yuan, Ting Wen, Jianfeng Xiao, Zhuo Diao

Expert Systems With Applications，Vol. 291

DOI

2025

玲珑：一个小规模的高质量中文预训练语言模型

李东闻，钟震宇，孙羽菲，申峻宇，马子智，于川越，张玉志

《计算机研究与发展》

2025

多模态信息融合指导的OpenFOAM图形界面代码生成框架

卢斌，刘建峰，王浩琳，张玉志，陈锐

《计算机科学与探索》

2025

Fixing Broken Graphs: LLM-Powered Automatic Code Optimization for DNN Programs

Haotian Wang, Yicheng Sui, Yudong Xie, Yicong Liu, Yufei Sun, Changqing Shi, Yuzhi Zhang

IEEE/ACM International Conference on Automated Software Engineering (ASE)

DOI

2025

Bridging the Gap: LLM-Powered Transfer Learning for Log Anomaly Detection in New Software Systems

Yicheng Sui, Xiaotian Wang, Tianyu Cui, Tong Xiao, Chenghao He, Shenglin Zhang, Yuzhi Zhang, Xiao Yang, Yongqian Sun, Dan Pei

Proceedings - International Conference on Data Engineering

DOI

2025

TransCL: An Automatic CUDA-to-OpenCL Programs Transformation Framework

Changqing Shi, Yufei Sun, Rui Chen, Jiahao Wang, Qiang Guo, Chunye Gong, Yicheng Sui, Yutong Jin, Yuzhi Zhang

ACM Transactions on Architecture and Code Optimization

DOI

2024

一种面向通用计算设备的自动流水线并行训练框架

钟震宇，林勇良，王昊天，李东闻，孙羽菲，张玉志

《计算机科学》

2024

一站式深度学习智能平台的设计与实现

范蕊，孙羽菲，贾嘉玮，于川越，赵鑫凯，于智远，王萌，张玉志，罗纯

《南开大学学报(自然科学版)》

2024

云联盟三层架构：博弈型QoS建模

马焜，胡创悦，张玉志，马方超，王晓冬，党中华，肖文红，陈双喜

《电信科学》

2024

基于知识库的元类别医学期刊文章分类模型

韩春磊，苏宇，张玉志

《南开大学学报(自然科学版)》

2024

Efficient Multivariate Time Series Anomaly Detection through Transfer Learning for Large-Scale Software Systems

Yongqian Sun, Minghan Liang, Shenglin Zhang, Zeyu Che, Zhiyao Luo, Dongwen Li, Yuzhi Zhang, Dan Pei, Lemeng Pan, Liping Hou

ACM Transactions on Software Engineering and Methodology

DOI

2024

Giving Every Modality a Voice in Microservice Failure Diagnosis via Multimodal Adaptive Optimization

Tao Lei, Shenglin Zhang, Zedong Jia, Jinrui Sun, Minghua Ma, Zhengdan Li, Yongqian Sun, Canqun Yang, Yuzhi Zhang, Dan Pei

IEEE/ACM International Conference on Automated Software Engineering (ASE)

DOI

2024

Minimize Quantization Output Error with Bias Compensation

Cheng Gong, Haoshuai Zheng, Mengting Hu, Lin Zheng, Deng-Ping Fan, Yuzhi Zhang, Tao Li

CAAI Artificial Intelligence Research

DOI

2024

Illuminating the Gray Zone: Non-intrusive Gray Failure Localization in Server Operating Systems

Shenglin Zhang, Yongxin Zhao, Xiao Xiong, Yongqian Sun, Xiaohui Nie, Jiacheng Zhang, Fenglai Wang, Xiewu Zheng, Yuzhi Zhang, Dan Pei

DOI

2024

Opencl-pytorch: an OpenCL-based extension of PyTorch

Yicheng Sui, Yufei Sun, Changqing Shi, Haotian Wang, Zhiqiang Zhang, Jiahao Wang, Yuzhi Zhang

CCF Transactions on High Performance Computing

DOI

2024

oclCUB: an OpenCL parallel computing library for deep learning operators

Changqing Shi, Yufei Sun, Yicheng Sui, Yuqiao Chen, Haotian Wang, Yuzhi Zhang

CCF Transactions on High Performance Computing

DOI

2024

Strategic Reparameterization for Enhanced Inference in Imperfect Information Games: A Neural Network Approach

Derun Ai, Tingzhen Liu, Guifei Jiang, Yuzhi Zhang, Yimin Ma

Lecture notes in computer science

DOI

2023

基于强化学习的在线离线混部云环境下的调度框架

马玲，樊漆亮，许婷，郭冠琛，张圣林，孙永谦，张玉志

《通信学报》

2023

面向MT-3000异构处理器的PyTorch虚拟算子设计与实现

王嘉豪，王昊天，隋轶丞，陈锐，孙羽菲，张玉志

《南开大学学报(自然科学版)》

2023

一种基于局部敏感哈希的文本数据去重算法及其实现

申峻宇，李东闻，钟震宇，张玉志

《南开大学学报(自然科学版)》

2023

基于GPT模型语义反馈的多切分选择算法

许美佳，孙羽菲，王娜，张玉志

《南开大学学报(自然科学版)》

2023

LogKG: Log Failure Diagnosis Through Knowledge Graph

Yicheng Sui, Yuzhe Zhang, Jianjun Sun, Ting Xu, Shenglin Zhang, Zhengdan Li, Yongqian Sun, Fangrui Guo, Junyu Shen, Yuzhi Zhang, Dan Pei, Xiao Yang, Li Yu

IEEE Transactions on Services Computing

DOI

2023

An Empirical Analysis of Anomaly Detection Methods for Multivariate Time Series

Dongwen Li, Shenglin Zhang, Yongqian Sun, Yang Guo, Zeyu Che, Shiqi Chen, Zhenyu Zhong, Minghan Liang, Minyi Shao, Mingjie Li, Shuyang Liu, Yuzhi Zhang, Dan Pei

IEEE International Symposium on Software Reliability Engineering (ISSRE)

DOI

2023

Efficient and Robust Trace Anomaly Detection for Large-Scale Microservice Systems

Shenglin Zhang, Zhongjie Pan, Heng Liu, Pengxiang Jin, Yongqian Sun, Qianyu Ouyang, Jiaju Wang, Xueying Jia, Yuzhi Zhang, Hui Yu Yang, Yongqiang Zou, Dan Pei

IEEE International Symposium on Software Reliability Engineering (ISSRE)

DOI

2023

ADDNS: An asymmetric dual deep network with sharing mechanism for medical image fusion of CT and MR-T2

Wanwan Huang, Han Zhang, Huike Guo, Wei Li, Xiongwen Quan, Yuzhi Zhang

Computers in Biology and Medicine

DOI

2023

Robust Multimodal Failure Detection for Microservice Systems

Chenyu Zhao, Minghua Ma, Zhenyu Zhong, Shenglin Zhang, Zhiyuan Tan, Xiao Xiong, LuLu Yu, Jiayi Feng, Yongqian Sun, Yuzhi Zhang, Dan Pei, Qingwei Lin, Dongmei Zhang

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2023

Efficient Multivariate Time Series Anomaly Detection Through Transfer Learning for Large-Scale Web Services

Yongqian Sun, Minghan Liang, Zeyu Che, Dongwen Li, Tinghua Zheng, Shenglin Zhang, Pengtian Zhu, Yuzhi Zhang, Dan Pei

IEEE International Conference on Web Services (ICWS)

DOI

2023

Contrastive knowledge integrated graph neural networks for Chinese medical text classification

Ge Lan, Mengting Hu, Ye Li, Yuzhi Zhang

Engineering Applications of Artificial Intelligence

DOI

2023

LogSummary: Unstructured Log Summarization for Software Systems

Weibin Meng, Federico Zaiter, Yuzhe Zhang, Ying Liu, Shenglin Zhang, Shimin Tao, Yichen Zhu, Tao Han, Yongpeng Zhao, En Wang, Yuzhi Zhang, Dan Pei

IEEE Transactions on Network and Service Management

DOI

2023

rT5: A Retrieval-Augmented Pre-trained Model for Ancient Chinese Entity Description Generation

Mengting Hu, Xiaoqun Zhao, Jiaqi Wei, Jianfeng Wu, Xiaosu Sun, Zhengdan Li, Yike Wu, Yufei Sun, Yuzhi Zhang

Lecture notes in computer science

DOI

2023

Knowledge-Rich Influence Propagation Recommendation Algorithm Based on Graph Attention Networks

Yuping Yang, Guifei Jiang, Yuzhi Zhang

Lecture notes in computer science

DOI

2022

基于深度学习和指代消解的中文人名识别

陈雨，玄宇航，张玉志

《数据与计算发展前沿(中英文)》

2022

基于知识图谱的图匹配文本分类

兰格，王瑾瑜，孙羽菲，张玉志

《数据与计算发展前沿(中英文)》

2022

基于知识图谱技术的线上教学资源推荐系统设计与实现

罗婕溪，刘帅，张玉志，李正丹，孙羽菲，张圣林

《数据与计算发展前沿(中英文)》

2022

TensorFlow中OpenCL核函数的实现与优化

陈锐，孙羽菲，程大果，郭强，陈禹乔，石昌青，隋轶丞，张宇哲，张玉志

《计算机学报》

2022

基于ElasticSearch和语义相似度匹配的教学资源搜索策略

陶磊，苏晨阳，李正丹，朱静雯，张玉志

《数据与计算发展前沿(中英文)》

2022

TensorFlow框架中OpenCL核函数的测试验证方案设计与实现

陈禹乔，孙羽菲，程大果，张玉志，周建宇，隋轶丞，石昌青

《数据与计算发展前沿(中英文)》

2022

TensorFlow框架中OpenCL算子的实现及集成

郭强，程大果，孙羽菲，周建宇，张玉志，裴嘉傲，甘润东，陈锐

《数据与计算发展前沿(中英文)》

2022

微服务架构下的根因定位方法综述

李思毅，马诗雨，崔丽月，张圣林，孙永谦，张玉志

《数据与计算发展前沿(中英文)》

2022

基于蒙特卡洛树搜索的通用博弈系统的构建与优化研究

梁思立，姜桂飞，陈泰劼，邓益超，战瑀璠，张玉志

《数据与计算发展前沿(中英文)》

2022

NKCorpus：利用海量网络数据构建大型高质量中文数据集

李东闻，钟震宇，申峻宇，王昊天，孙羽菲，张玉志

《数据与计算发展前沿(中英文)》

2022

基于OpenCL的TensorFlow框架中Element-Wise算子实现

隋轶丞，石昌青，孙羽菲，张玉志，陈禹乔，张宇哲

《数据与计算发展前沿(中英文)》

2022

KPI异常检测方法评估

孙永谦，张茹茹，林子涵，张圣林，谭智元，张玉志

《数据与计算发展前沿(中英文)》

2022

Deep Reinforcement Learning for Two-Player DouDizhu

Linze Wu, Guifei Jiang, Lei Zhang, Yuzhi Zhang

DOI

2022

Efficient KPI Anomaly Detection Through Transfer Learning for Large-Scale Web Services

Shenglin Zhang, Zhenyu Zhong, Dongwen Li, Qiliang Fan, Yongqian Sun, Man Zhu, Yuzhi Zhang, Dan Pei, Jiyan Sun, Yinlong Liu, Hui Yu Yang, Yongqiang Zou

IEEE Journal on Selected Areas in Communications

DOI

2022

Robust System Instance Clustering for Large-Scale Web Services

Shenglin Zhang, Dongwen Li, Zhenyu Zhong, Jun Zhu, Minghan Liang, Jiexi Luo, Yongqian Sun, Ya Su, Sibo Xia, Zhongyou Hu, Yuzhi Zhang, Dan Pei, Jiyan Sun, Yinlong Liu

ACM Web Conference (WWW)

DOI

2022

Online malicious domain name detection with partial labels for large-scale dependable systems

Yongqian Sun, Kunlin Jian, Liyue Cui, Guifei Jiang, Shenglin Zhang, Yuzhi Zhang, Dan Pei

Journal of Systems and Software

DOI

2022

Robust Anomaly Clue Localization of Multi-Dimensional Derived Measure for Online Video Services

Yongqian Sun, Daguo Cheng, Pengxiang Jin, Quan Ding, Shenglin Zhang, Xu Chen, Yuzhi Zhang, Minghan Liang, Dan Pei, Jianyan Zheng, Sen Luo, Xinyu Tang

IEEE Transactions on Services Computing

DOI

2022

Combining M-MCTS and Deep Reinforcement Learning for General Game Playing

Sili Liang, Guifei Jiang, Yuzhi Zhang

Lecture notes in computer science

DOI

2021

Knowledge Graph Integrated Graph Neural Networks for Chinese Medical Text Classification

Lan Ge, Ye Li, Mengting Hu, Yufei Sun, Yuzhi Zhang

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

DOI

2021

Knowledge Graph Post-Processing for QA Systems

Xiaofei Lin, Yuzhi Zhang

International Conference on Computing and Artificial Intelligence (ICCAI)

DOI

2021

Robust KPI Anomaly Detection for Large-Scale Software Services with Partial Labels

Shenglin Zhang, Chenyu Zhao, Yicheng Sui, Ya Su, Yongqian Sun, Yuzhi Zhang, Dan Pei, Yizhe Wang

IEEE International Symposium on Software Reliability Engineering (ISSRE)

DOI

2021

LogClass: Anomalous Log Identification and Classification With Partial Labels

Weibin Meng, Ying Liu, Shenglin Zhang, Federico Zaiter, Yuzhe Zhang, Yuheng Huang, Zhaoyang Yu, Yuzhi Zhang, Lei Song, Ming Zhang, Dan Pei

IEEE Transactions on Network and Service Management

DOI

2020

基于深度学习的无监督KPI异常检测

张圣林，林潇霏，孙永谦，张玉志，裴丹

《数据与计算发展前沿》

2020

面向云数据中心多语法日志通用异常检测机制

张圣林，李东闻，孙永谦，孟伟彬，张宇哲，张玉志，刘莹，裴丹

《计算机研究与发展》

2020

LogTransfer: Cross-System Log Anomaly Detection for Software Systems with Transfer Learning

Rui Chen, Shenglin Zhang, Dongwen Li, Yuzhe Zhang, Fangrui Guo, Weibin Meng, Dan Pei, Yuzhi Zhang, Xu Chen, Yuqing Liu

IEEE International Symposium on Software Reliability Engineering (ISSRE)

DOI

2020

Efficient and Robust Syslog Parsing for Network Devices in Datacenter Networks

Shenglin Zhang, Ying Liu, Weibin Meng, Jiahao Bu, Sen Yang, Yongqian Sun, Dan Pei, Jun Jim Xu, Yuzhi Zhang, Lei Song, Ming Zhang

IEEE Access

DOI

2019

PreFix

Shenglin Zhang, Yuzhi Zhang, Yu Chen, Hui Fen Dong, Xianping Qu, Lei Song, Ying Liu, Weibin Meng, Zhiling Luo, Jiahao Bu, Sen Yang, Peixian Liang, Dan Pei, Jun Jim Xu

ACM SIGMETRICS Performance Evaluation Review

DOI

2018

PreFix

Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, Jiahao Bu, Sen Yang, Peixian Liang, Dan Pei, Jun Jim Xu, Yuzhi Zhang, Yu Chen, Hui Fen Dong, Xianping Qu, Lei Song

DOI

2018

PreFix

Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, Jiahao Bu, Sen Yang, Peixian Liang, Dan Pei, Jun Jim Xu, Yuzhi Zhang, Yu Chen, Hui Fen Dong, Xianping Qu, Lei Song

ACM SIGMETRICS Performance Evaluation Review

DOI

2018

PreFix

Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, Jiahao Bu, Sen Yang, Peixian Liang, Dan Pei, Jun Jim Xu, Yuzhi Zhang, Yu Chen, Hui Fen Dong, Xianping Qu, Lei Song

Proceedings of the ACM on Measurement and Analysis of Computing Systems

DOI

预印本

2023

A Survey of Time Series Anomaly Detection Methods in the AIOps Domain

Zhenyu Zhong, Qiliang Fan, Jiacheng Zhang, Minghua Ma, Shenglin Zhang, Yongqian Sun, Qingwei Lin, Yuzhi Zhang, Dan Pei

arXiv (Cornell University)

DOI

研究方向

人工智能软件工程

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