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36th SEKE 2024: KSIR Virtual Conference Center, USA

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  • Session I: Social Computing and Applications
  • Session III: Programming Methodologies
  • Session V: Software Applications
  • Session VII: Source Code Analysis
  • Session IX: Software Testing Requirements and Optimization
  • Session XI: Data modeling and analytics
  • Session XIII: Services and Architectures
  • Session XV: Advanced Learning

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    Shi-Kuo Chang:
    The 36th International Conference on Software Engineering and Knowledge Engineering, SEKE 2024, KSIR Virtual Conference Center, USA, October 26 - November 3, 2024. KSI Research Inc. 2024, ISBN 1-891706-59-4

Session I: Social Computing and Applications

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    Jiamin Zhang, Weidong Liu, Yuling Yang, Fuming Ye:
    A Patent Data Meta-Path based Technological Risk Prediction Method. 1-6
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    Zhaozheng Zhang, Wujun Wang, Weiran Yang, Ningtao Ma, Mingyang Sun, Xinxin Wang, Liangyu Ruan, Ru Yi:
    Low-Light Image Enhancement Based on Retinex Reflectance Compensation. 7-12
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    Fuming Ye, Weidong Liu, Yu Zhang, Jiamin Zhang:
    External Knowledge Network based Patent Event Extraction Model. 13-18

Session II: Learning

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    Farjana Yeasmin Omee, John Anvik:
    Comparing Machine Learning and Feature Selection Approaches for Automated Bug Report Assignment (P). 19
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    Pankaj Kamthan, Nazlie Shahmir:
    Why the Professor Can't Teach? (P). 20

Session III: Programming Methodologies

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    Yasir Glani, Pin Lo, Ke Lin:
    MDASC: Advanced Dual-Layered Code Cloning Technique for Identifying Reused Malicious Code. 21-26
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    Shraddhaben Devaiya, John Anvik:
    Automatically Identifying Planning Comments in Bug Reports (P). 27-29
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    Jun Ruan, Xiaohu Yang, Yuan Fan:
    Fault Injection with Enhanced Observability for Resilient Cloud-Edge Computing. 30-35

Session IV: Modeling and Coding

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    Hiroyuki Nakagawa, Shimon Sumita, Shinobu Saito:
    Code Reachability Visualization Based on Probabilistic Model Checking. 36-41
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    Jianhao Liu, Zhiru Hou, Huibiao Zhu:
    Validating Secure Cloud Communication Mechanisms of Graphene with CSP-based Modeling. 42-47
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    Hazim Shatnawi, Jamil Saquer:
    Neo4j's BFS and DFS Evaluation in GDS and APOC Libraries with SPL Feature Models (P). 48-50

Session V: Software Applications

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    Hongming Zhu, Zeju Wang, Manxin Xu, Jipeng Zhang, Qin Liu, Bowen Du:
    STGAN-CR: A Swin Transformer-Enhanced GAN Framework for Effective Cloud Removal in Satellite Imagery. 51-56
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    Junjun Si, Yang Xiang, Li Li, Bo Tu:
    A two-stage Map-matching Method for Sparse Trajectories with Small-scale Ground Truth Data (S). 57-62
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    Zishuo Jin, Feng Ye, Peng Zhang:
    Digital Twin System for River Network Based on Graph Neural Network. 63-68
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    Mohammad Shameem, Mohammad Nadeem, Mahmood Niazi:
    AI-enabled Software Engineer: A Taxonomy of Challenges and Success Factors (P). 69-71

Session VI: Social Computing and Applications

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    Li Li:
    Sentence-level Representation Learning for English- Assisted Teaching System. 75-80
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    Qing Zhou, Subin Huang, Chengzhen Yu, Daoyu Li, Junjie Chen, Sanmin Liu:
    Improving Event Detection via Trigger Word Expansion. 81-86
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    Daoyu Li, Subin Huang, Chenzhen Yu, Junjie Chen, Qing Zhou, Sanmin Liu:
    Chinese Abbreviation Prediction Using Multi-Feature Fusion and Global Context. 87-92
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    Jinwei Ma, Meian Li, Lumeng Chao:
    Low-cost irrigation system based on multi-tenant and WSN technologies. 93-97
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    ZongHan Bai, Ying Zhang, Shuqing Zhang:
    Data-fusion-based Patent Valuation: Discovering the Market Need. 98-102

Session VII: Source Code Analysis

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    Jiuli Li, Yan Liu:
    How does project context matter in enhancing the capabilities of code summarization models? 103-109
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    Linhai Li, Mingjie Xing, Ling Li:
    Using Context and Hierarchy Features to Enhance Code Completion in Code Modification Scenarios. 110-115
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    Qing Mi, Tengyuan Zhang, Keru Cai, Yuhe Wang:
    Towards Understanding the Distribution and Evolution of Code Smells: An Empirical Study on Java and Python Projects (S). 116-119
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    Qing Mi, Yueyue Xi, Junyang Li, Yuanjun Zhao, Shijia Tang:
    WCL-CRC: A Weakly-Supervised Contrastive Learning Framework for Few-Shot Code Readability Classification. 120-125
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    Yang Xu, Chaowei Chen:
    Build a Dataset of Query-Code Pairs Based on CodeSearchNet for Code Search (S). 126-131
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    Imran Pinjari, Michael Shin, Pushkar Ogale:
    Integrity for Interfaces and Lambda Expressions with Static Analysis (S). 132-135
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    Qihong Song, Jianxun Liu, Haize Hu:
    HACS: An Enhancement Framework for Deep Code Search Benefiting from Hard Negative Samples (S). 136-139

Session VIII: Neurosymboic Systems

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    Bicheng Xu, Rong Peng, Yongchang Ding, Lin Fang:
    An interpretable logic KBQA method based on open-source large language models. 140-145
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    Jianfeng Liu, Jingxiang Ren, Jing Xie, Jianbin Fang, Ting Wang:
    Enhancing Compiler Optimization with Reinforcement Learning and Monte Carlo Tree Search. 146-151
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    Lisha Su, Rong Yan:
    Joint Extraction of Interaction Features and Attention Mechanism Fused with Entity-Relations. 152-157
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    Xiao Peng, Xuefeng Zhang, Hanyu Zhao, Liangyu Chen:
    GeoExpert: Geometry Problem Solving Based on RoBERTa and Graph Attention Networks. 158-163
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    Yibo Li, Jin Xu:
    Model Checking for Probabilistic Timed Black-box Systems (S). 164-169

Session IX: Software Testing Requirements and Optimization

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    Shaojian Qiu, Shaosheng Wang, Wei Rong, Lili Liao, Yishen Lin:
    Software Defect Prediction via Code Grayscale Pixel Visualization with Fusion Attention (S). 170-174
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    Qixiang Zhou, Jiaxuan Li, Jiahong Sun, Tong Li:
    An LLM-based Multi-stage Approach for Automated Test Case Generation from User Stories (S). 175-178
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    Huijuan Hao, Sijian Zhu, Yu Chen, Changle Yi, Hongge Zhao, Yue Feng, Rong Yang:
    MTRNet: An Efficient Hybrid Network Model for Surface Defect Detection of Sheet Metal (S). 179-182
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    Weixiang Hong, Yi Wu, Hui Li, Shikai Guo:
    Deep Just-In-Time Defect Prediction Based on Double-Source Input Self-Attention Mechanism (S). 183-188
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    Tiankuo Wang, Liwei Zheng:
    From Domain Models to Natural Language Requirement Documents: An Exploration of Requirement Missing Problems (P). 189
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    Zhenbang Peng, Yi Zhang, Mingjie Xing, Yanjun Wu, Chen Zhao:
    Time-Series based phase-ordering selection for code-size reduction. 190-195
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    Yanfeng Hu, Weihong Chen, Yilong Zhao, Ruiyu Zhang, Liangze Yin, Wei Dong:
    RustPruner: A Program Slicing Tool for Rust Programs. 196-201

Session X: AI Methods in Complex Environments

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    Zhengwu Wang, Wenwei Lan, Zhanqi Cui:
    SDA-FirmFuzz: Fuzz Testing IoT Device Firmwares Based on Seed Differential Analysis. 202-207
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    Safa Shubbar, Shivani Ganta, Thejeswar Reddy Timmapuram, Lakshmi Poojitha Vangapalli, Komal Jilkara, Hanan Muhajab, Areej Muhajab, Kambiz Ghazinour, Stacy Miner:
    Bridging the Communication Gap: Sign Language Recognition Technology for the Speech and Hearing Impaired. 208-213
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    Aldo Dagnino:
    Importance of Good Data Quality in AI Business Information Systems for IIoT Enterprises. 214-219
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    Xuyan Hu, Yicheng Gu, Zhengwei Qi:
    gHermes: Application-Unaware Acceleration for Cloud Rendering and Computing with Efficient GPU Utilization. 220-225
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    Attique Ur Rehman, Songfeng Lu:
    An Efficient Smart Contract-Enabled Blockchain Framework for Data Sharing in Cloud based IoT Systems (S). 226-231

Session XI: Data modeling and analytics

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    Yuanlin Sun, Peiquan Jin:
    How Will ZNS SSDs Perform on Real Key-Value Stores? An Experimental Test of RocksDB. 232-237
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    Qiwen Ke, Yiming Zhang:
    CFS: Enhancing Metadata Management in Cross-Domain File Systems with CRDTs. 238-244
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    José Ferreira, Eduardo Figueiredo, Johnatan Oliveira:
    Unveiling Experts in Data Science: A Mining Software Repository Perspective (S). 245-248
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    Zijian Jiang, Peiquan Jin:
    How Will ZNS SSDs Perform on Real SQL DBMSs? An Experimental Analysis of MyRocks. 249-254
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    Zhaohui Zhang, Dongxue Zhang, Ke Liu, Pei Zhang, Pengwei Wang:
    Streaming Data Evolution Analysis based on Class Kernel. 255-260

Session XII: Vulnerability Detection

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    Hui Luo, Lu Lu, Zhihong Liang, Siliang Suo:
    Vulnerability Detection Based on Adapter Tuning and Enhanced Feature Learning. 261-266
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    Qing Yu Quan, Cheng Zeng, Yi Feng Wang, Jiao Ran Wang:
    Intelligent Contract Timestamp Vulnerability Detection Based on Key Control FlowGraph. 267-272
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    Jiao Ran Wang, Cheng Zeng, Qing Yu Quan, Yi Feng Wang:
    Smart Contract Vulnerability Detection Based on Mixed Channel Attention. 273-278
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    Yahui Zhao, Lu Lu, Zhihong Liang, Siliang Suo:
    Multi-Scale Feature Extraction with Supervised Contrastive Learning for Vulnerability Detection. 279-284
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    Tingfeng Liao, Lu Lu, Zhihong Liang, Siliang Suo:
    Vulnerability Detection Based on Pre-trained Code Language Model and Convolutional Neural Network. 285-288
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    Xudong He:
    Developing Deep Neural Net Controllers to Assure System Stability with Non-Zero Equilibrium Points. 289-294

Session XIII: Services and Architectures

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    Dionysis Athanasopoulos:
    Benchmark for Evaluating the Design Quality of Object-Oriented Microservices. 295-300
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    Guoxing Tang, Yugen Du, Xia Chen, Yingwei Luo, Benchi Ma:
    Fuzzy Information Entropy and Region Biased Matrix Factorization for Web Service QoS Prediction. 301-306
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    Xia Chen, Yugen Du, Guoxing Tang, Yingwei Luo, Benchi Ma:
    RAHN: A Reputation Based Hourglass Network for Web Service QoS Prediction (S). 307-310
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    Zifan Liang, Wei Lin, Sini Chen, Huibiao Zhu:
    Modeling and Verifying OPC UA of Aggregating Server Architecture for Vertical Integration. 311-316
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    Wenbin Wu, Zhiru Hou, Huibiao Zhu:
    Formalization and Verification of the Message Delivery Mechanism of Apache Pulsar. 317-322
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    Yubiao Gu, Pengwei Wang, Zhaohui Zhang, Yaping Wang:
    Joint Coverage and Latency for Data-intensive Application Deployment in Mobile Edge Computing Environment (S). 323-326
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    Yukun Dai, Jian Li, Yuan Wan, Liang Xie, Pengfei Fan:
    Enhanced Multidimensional Root Cause Localization with JSqueeze in AIOps (S). 327-332

Session XIV: Prediction and Recommendation

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    Zhongqin Bi, Xiaoyu Wang, Weina Zhang, Xueni Hu:
    Stochastic Embeddings in Multi-Intent Contrastive Learning for Sequential Recommendation. 333-338
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    Jing Xiao, Tianyu Liang:
    Co-REX: A Collaborative Transformer for Try Location Detection and Catch Exception Prediction. 339-344
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    Haoying Jin:
    Machine Learning Techniques for Credit Card Risk Prediction: An Experimental Study. 345-350
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    Zhiling Zhu, Tieming Chen, Lizi Wu, Qijie Song:
    CoreCast: Leveraging Project Metrics to Predict Core Contributor Trends in Open Source C57. 351-356
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    Chen Qian, Zhuo Dai, Jiyun Li, Ying Liu:
    Toward a Knowledge-Augmented Recommender System: The Interplay Between User-Item Interaction and Knowledge Graph. 357-362
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    Xiangfu Meng, Weipeng Xie, Jiangyan Cui:
    MMGCRN: Multimodal and Multiview Graph Convolutional Recurrent Network for Traffic Prediction. 363-368

Session XV: Advanced Learning

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    Chen Qian, Yingzhe Liu, Jiyun Li, Ying Liu:
    PyM-FL: A Prototyping Approach for Multimodal Federated Learning. 369-374
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    Jiawen Weng, Zeke Xia, Ran Li, Ming Hu, Mingsong Chen:
    FedQP: Towards Accurate Federated Learning using Quadratic Programming Guided Mutation. 375-380
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    Chen Qian, Jiahui Lu, Jiyun Li, Ying Liu:
    DeMoFed: A Decentralized Framework for Multimodal Federated Learning (S). 381-384
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    Qing Mi, Yueyue Xi, Junyang Li, Yuanjun Zhao, Shijia Tang:
    WCL-CRC: A Weakly-Supervised Contrastive Learning Framework for Few-Shot Code Readability Classification. 385-390
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    Enjing Li, Xiang Li, Zhigang Zhao, Lu Wu, Yinglong Wang:
    An adaptive time-convolutional network online prediction method for ocean observation data. 391-397
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    LiPeng Huang, ZhuoHan Tao, Xiaowen Pei, Jiayu Bao, Yicheng Di, Yuan Liu:
    Hierarchy Knowledge-aware Contrastive Learning for Recommendation. 398-404
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    Hang Xu, Jiangan Ji, Jianshan Peng, Liheng Chen:
    Crash Deduplication using Hybrid Runtime Features and Multi-Structure Neural Network. 405-411

Session XVI: AI Applications with Complex Data

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    Jian Niu, Zhijun Fang, Chen Qian, Xihe Qiu:
    A Medical Image Segmentation Method based on Multi-scale Features and Contour Loss Constrain (S). 412-415
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    Jianfeng Shi, Qifei Zhang, Furen Bai, Wenjuan Li:
    Revolutionizing Lip Reading: The Power of Temporal Attention (S). 416-421
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    Zhiping Zhang, Tao Sun, Hongyan Zheng, Hao Liu, Gengchen Liu, Zhi Yang, Xiaoyu Wang:
    PNRITR: Research on Positive and Negative Entity Region Perception Methods for Image-Text Retrieval (S). 422-425
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    Huishan Yang, Xi Wu, Fengyong Peng, Yongxin Zhao, Yongjian Li:
    Detecting Semantic-level Polysemy Ambiguity by Fusing External Semantic Knowledge (S). 426-429
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    Guangcheng Dongye, Li Zhang, Wenhao Bi:
    A research of ADHD resting-state brain functional networks based on minimum spanning tree and hierarchical graph clustering. 430-433
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    Hang Fu, Cheng Zeng:
    Robust Network For Segmenting Roof Planes From Sparse Point Clouds (S). 434-437

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