Contents

Challenges from LLMs as a Natural Language Based Human-machine Collaborative Tool for Software Development and Evolution LI Ge, PENG Xin, WANG Qian-Xiang, XIE Tao, JIN Zhi, WANG Ji, MA Xiao-Xing, LI Xuan-Dong Published October 06, 2023 (6 pages) 2023,34(10):4601-4606 [Abstract(6297)]  [View PDF(7203)9.32 M]

Accelerating Distributed OLAP with Graph Structure Indexing SHEN Si-Jie, CHEN Rong, CHEN Hai-Bo, ZANG Bin-Yu Published October 06, 2023 (20 pages) 2023,34(10):4661-4680 [Abstract(1534)]  [View PDF(3701)6.84 M]

Tracing Method for Blockchain Transaction Execution Based on Recoding and Replay CHEN Sheng, FANG Ming-Zhe, JIANG Bu-Yun, LI Chun-Xiao, ZUO Chun, LI Yu-Cheng, LIANG Geng Published October 06, 2023 (24 pages) 2023,34(10):4681-4704 [Abstract(1808)]  [View PDF(4034)15.89 M]

Fine-grained Code Changes Tracking Approach for Code Review WANG Min, PAN Xing-Lu, ZOU Yan-Zhen, XIE Bing Published October 06, 2023 (19 pages) 2023,34(10):4705-4723 [Abstract(1645)]  [View PDF(3515)6.60 M]

RTDMiner: Detecting Reference Count Update Bugs Based on Data Mining BIAN Pan, LIANG Bin, HUANG Jian-Jun, YOU Wei, SHI Wen-Chang, ZHANG Jian Published October 06, 2023 (19 pages) 2023,34(10):4724-4742 [Abstract(1175)]  [View PDF(3775)9.95 M]

Autoencoder-based Bayesian Network Embedding and Probabilistic Inferences DU Si, QI Zhi-Wei, YUE Kun, DUAN Liang, WANG Jia-Hui Published October 06, 2023 (17 pages) 2023,34(10):4804-4820 [Abstract(1236)]  [View PDF(3437)8.37 M]

Revised Algorithm Based on Turing Reduction for Solving ε-NN in Possion Point Process MA Heng-Zhao, YAN Yue, LI Jian-Zhong Published October 06, 2023 (9 pages) 2023,34(10):4821-4829 [Abstract(1470)]  [View PDF(3131)4.39 M]

Complex Conditional Community Search over Heterogeneous Information Networks WANG Jia-Long, YANG Jie, ZHOU Li-Hua, WANG Li-Zhen, WANG Rui-Kang Published October 06, 2023 (21 pages) 2023,34(10):4830-4850 [Abstract(1359)]  [View PDF(3561)9.03 M]

Adaptive High-order Implicit Relations Modeling for Social Recommendation LI Shao-Ying, MENG Dan, KONG Chao, ZHANG Li-Ping, XU Chen Published October 06, 2023 (19 pages) 2023,34(10):4851-4869 [Abstract(1568)]  [View PDF(3458)8.63 M]

Weakly Supervised Object Localization Based on Attention Mechanism and Categorical Hierarchy FENG Xun, YANG Jian, ZHOU Tao, GONG Chen Published October 06, 2023 (14 pages) 2023,34(10):4916-4929 [Abstract(1421)]  [View PDF(3555)7.49 M]

Algorithm to Decouple Data from Their Location in DHT-based Heterogeneous P2P Storage LUO Chao-Ran, JIN Xin, ZHANG Ying, CAI Hua-Qian, LIU Yi, JING Xiang, HUANG Gang Published October 06, 2023 (11 pages) 2023,34(10):4930-4940 [Abstract(1608)]  [View PDF(3941)8.98 M]

Special Issue's Articles

知识赋能的信息系统专题前言 GAO Hong, CHEN Hua-Jun, ZHAO Xiang, LI Rui-Xuan Published October 06, 2023 (2 pages) 2023,34(10):4437-4438 [Abstract(1661)]  [View PDF(4642)583.32 K]

Review Articles

Survey on Knowledge Enabled New Generation Information Systems ZHU Di, ZHANG Bo-Wen, CHENG Ya-Qi, LIU Xin-Yue, WU Wen-Long, WANG Tie-Xin, WEN Hao, LI Bo-Han Published October 06, 2023 (24 pages) 2023,34(10):4439-4462 [Abstract(3445)]  [View PDF(9077)3.27 M]

Special Issue's Articles

Self-attention Hypergraph Pooling Network ZHAO Ying-Fu, JIN Fu-Sheng, LI Rong-Hua, QIN Hong-Chao, CUI Peng, WANG Guo-Ren Published October 06, 2023 (14 pages) 2023,34(10):4463-4476 [Abstract(2615)]  [View PDF(5733)2.31 M]

Multi-view Contrastive Enhanced Heterogeneous Graph Structure Learning BING Rui, YUAN Guan, MENG Fan-Rong, WANG Sen-Zhang, QIAO Shao-Jie, WANG Zhi-Xiao Published October 06, 2023 (23 pages) 2023,34(10):4477-4500 [Abstract(3554)]  [View PDF(5865)3.68 M]

Lifelong Representation Learning of Multi-sourced Knowledge Graphs via Linked Entity Replay SUN Ze-Qun, CUI Yuan-Ning, HU Wei Published October 06, 2023 (18 pages) 2023,34(10):4501-4517 [Abstract(2548)]  [View PDF(5730)2.88 M]

FS-Net: Frequency Statistical Network for Temporal Knowledge Graph Reasoning LIU Kang-Zheng, ZHAO Feng, JIN Hai Published October 06, 2023 (15 pages) 2023,34(10):4518-4532 [Abstract(2748)]  [View PDF(5916)2.96 M]

Towards Time-aware Knowledge Hypergraph Link Prediction CHEN Zi-Rui, WANG Xin, WANG Chen-Xu, ZHANG Shao-Wei, YAN Hao-Yu Published October 06, 2023 (14 pages) 2023,34(10):4533-4547 [Abstract(2771)]  [View PDF(5844)2.10 M]

Contrastive Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation FANG Yang, TAN Zhen, CHEN Zi-Yang, XIAO Wei-Dong, ZHANG Ling-Ling, TIAN Feng Published October 06, 2023 (19 pages) 2023,34(10):4548-4564 [Abstract(2550)]  [View PDF(5555)2.24 M]

Reinforcement Learning Inference Techniques for Knowledge Graph Constrained Question Answering BI Xin, NIE Hao-Jie, ZHAO Xiang-Guo, YUAN Ye, WANG Guo-Ren Published October 06, 2023 (20 pages) 2023,34(10):4565-4583 [Abstract(3322)]  [View PDF(6056)2.42 M]

QA-KGNet: Language Model-driven Knowledge Graph Question-answering Model QIAO Shao-Jie, YANG Guo-Ping, YU Yong, HAN Nan, QIN Xiao, QU Lu-Lu, RAN Li-Qiong, LI He Published October 06, 2023 (18 pages) 2023,34(10):4584-4600 [Abstract(3545)]  [View PDF(6217)2.30 M]

Review Articles

Survey on Performance Optimization Technologies of Distributed Ledger System SHI Jing, ZHANG Ao, BAI Xiao-Ying, CAI Hua-Qian, LIU Xuan-Zhe Published October 06, 2023 (29 pages) 2023,34(10):4607-4635 [Abstract(3025)]  [View PDF(8843)9.45 M]

Survey on Dependency Conflict Problem of Third-party Libraries LI Shuo, LIU Jie, WANG Shuai, TIAN Hao-Xiang, YE Dan Published October 06, 2023 (25 pages) 2023,34(10):4636-4660 [Abstract(2866)]  [View PDF(8288)8.34 M]

Survey on Multiobjective Optimization Evolutionary Algorithm Based on Decomposition GAO Wei-Feng, LIU Ling-Ling, WANG Zhen-Kun, GONG Mao-Guo Published October 06, 2023 (29 pages) 2023,34(10):4743-4771 [Abstract(3785)]  [View PDF(7694)26.10 M]

Survey on Inverse Reinforcement Learning ZHANG Li-Hua, LIU Quan, HUANG Zhi-Gang, ZHU Fei Published October 06, 2023 (32 pages) 2023,34(10):4772-4803 [Abstract(6194)]  [View PDF(13638)7.90 M]

Review on Deep Learning Algorithms for Heterogeneous Medical Image Processing MA Zi-Bo, MI Yue, ZHANG Bo, ZHANG Zheng, WU Jing-Yun, HUANG Hai-Wen, WANG Wen-Dong Published October 06, 2023 (46 pages) 2023,34(10):4870-4915 [Abstract(4102)]  [View PDF(8947)20.57 M]