Journal Information

Supervised by£º

Ministry of Industry and Information Technology of the People¡¯s Republic of China

Sponsored by£º

Chinese Association for Artificial Intelligence
Harbin Engineering University

Honorary Editor-in-Chief£º

LI Deyi

Editor-in-Chief£º

DAI Qionghai

ISSN

 1673-4785

CN

 23-1538/TP

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Vol.21,No.4,2026
Perspectives and Discussions
On the homology of human and machine intelligence[1066-1080]
LI Deyi ¡¡[Abstract]¡¡Viewed(949) ¡¡[PDF:1793KB]¡¡Downloaded(1578) ¡¡[HTML]
DOI:10.11992/tis.202606033
Reviews
Comprehensive survey on compositional generalization methodologies in artificial intelligence[815-833]
LI Changyuan, CHENG Kai, HAO Wenning, SHAO Tianhao, ZHANG Jinpeng ¡¡[Abstract]¡¡Viewed(1424) ¡¡[PDF:4777KB]¡¡Downloaded(1398) ¡¡[HTML]
DOI:10.11992/tis.202507001
Review of robot tactile perception algorithms for complex environments[834-848]
GAO Chunyan, LIU Qi, LI Manhong, LIU Xuan ¡¡[Abstract]¡¡Viewed(1043) ¡¡[PDF:5225KB]¡¡Downloaded(836) ¡¡[HTML]
DOI:10.11992/tis.202510008
A review of deep learning-based point cloud denoising methods[849-863]
WANG Xingtao1,2, DAI Mengli1, YU Jiakuo1, LI Wenrui1, MAN Hengyu1, FAN Xiaopeng1,2 ¡¡[Abstract]¡¡Viewed(1097) ¡¡[PDF:4799KB]¡¡Downloaded(896) ¡¡[HTML]
DOI:10.11992/tis.202511005
Machine Learning
GPT4PF: fine-tuning pre-trained LLM for photovoltaic power prediction[864-875]
WANG Dewen1,2, MIAO Qingjian1, LI Chenghao1, SUN Yuan1, ZHAO Wenqing1,3 ¡¡[Abstract]¡¡Viewed(1064) ¡¡[PDF:4499KB]¡¡Downloaded(861) ¡¡[HTML]
DOI:10.11992/tis.202507023
Instrument panel detection method for oilfield injection station based on improved target detection model[876-887]
ZHANG Qiang1, HE Zicheng1, SHENG Shoudong2 ¡¡[Abstract]¡¡Viewed(935) ¡¡[PDF:6765KB]¡¡Downloaded(832) ¡¡[HTML]
DOI:10.11992/tis.202508036
A new sparse representation-driven ensemble clustering algorithm for large-scale data[888-907]
HE Yulin1,2, YANG Zhenyu1,2, XIAO Youqi1,2, HUANG Zhexue1,2 ¡¡[Abstract]¡¡Viewed(830) ¡¡[PDF:6542KB]¡¡Downloaded(737) ¡¡[HTML]
DOI:10.11992/tis.202509003
Fine-tuned control of AI image generation: a comparative study of structured and unstructured prompts and lightweight model fine-tuning[908-918]
ZHANG Wei1, LUO Yayuan2 ¡¡[Abstract]¡¡Viewed(942) ¡¡[PDF:7170KB]¡¡Downloaded(810) ¡¡[HTML]
DOI:10.11992/tis.202509016
Graph anomaly detection method integrating graph filtering and an attention mechanism[919-931]
WANG TianHao1, DOU Hao1, WANG Xiang1,2, MAO Guojun1,2 ¡¡[Abstract]¡¡Viewed(851) ¡¡[PDF:5352KB]¡¡Downloaded(852) ¡¡[HTML]
DOI:10.11992/tis.202510033
Machine Perception and Pattern Recognition
Fuzzy attentional collaborative hashing network for medical image retrieval[932-942]
ZHOU Linlin, DING Weiping, ZHANG Wei, HUANG Jiashuang, WU Qiannan ¡¡[Abstract]¡¡Viewed(913) ¡¡[PDF:9502KB]¡¡Downloaded(892) ¡¡[HTML]
DOI:10.11992/tis.202508013
Two-stage adverse weather image restoration based on a conditional diffusion model[943-951]
PAN Liwen1, WANG Jun1, SHI Jun1, LI Juncheng2 ¡¡[Abstract]¡¡Viewed(921) ¡¡[PDF:6698KB]¡¡Downloaded(818) ¡¡[HTML]
DOI:10.11992/tis.202509039
Research on facial expression recognition method for bedridden patients[952-962]
ZHU Bowen, WU Yongming, LIU Yang ¡¡[Abstract]¡¡Viewed(797) ¡¡[PDF:6731KB]¡¡Downloaded(827) ¡¡[HTML]
DOI:10.11992/tis.202510015
Classification model for pediatric pneumonia built by integrating spatial and multi-axis frequency domain analysis[963-978]
L¨¹ Jia1,2, GONG Xiao1, HE Ling3 ¡¡[Abstract]¡¡Viewed(868) ¡¡[PDF:9169KB]¡¡Downloaded(846) ¡¡[HTML]
DOI:10.11992/tis.202510034
Modality-shared gated two-stream Transformer for visibleinfrared person re-identification[979-987]
LIU Zhi1, LI Guangdeng1, LI Shiyu1, WANG Wei2, ZHANG Xiaochuan1,3 ¡¡[Abstract]¡¡Viewed(859) ¡¡[PDF:4885KB]¡¡Downloaded(729) ¡¡[HTML]
DOI:10.11992/tis.202511021
Intelligent Systems
Substation instrument appearance defect detection algorithm integrating causal knowledge[988-1003]
ZHAO Zhenbing1,2,3, MA Teng1, JING Qun1, LI Jiabing1, LI Haopeng1,2, ZHAO Wenqing3,4 ¡¡[Abstract]¡¡Viewed(890) ¡¡[PDF:9852KB]¡¡Downloaded(871) ¡¡[HTML]
DOI:10.11992/tis.202508018
Multimodal collaborative learning method for defect recognition in power substation equipment[1004-1012]
WANG Chunyi1, WANG Xue2 ¡¡[Abstract]¡¡Viewed(945) ¡¡[PDF:4138KB]¡¡Downloaded(736) ¡¡[HTML]
DOI:10.11992/tis.202509009
Class-wise distribution-aware semi-supervised student behavior detection in crowded classrooms[1013-1029]
ZHANG Rui1, ZHANG Yanchun1, ZHANG Jiaqi1, BAI Qiaofeng2, FAN Guangrui1, KOU Xupeng1 ¡¡[Abstract]¡¡Viewed(864) ¡¡[PDF:9690KB]¡¡Downloaded(871) ¡¡[HTML]
DOI:10.11992/tis.202510035
Traffic accident risk prediction based on causal intervention and dynamic graph learning[1030-1043]
SUN Yiwen1, ZHANG Yichi2, CHEN Jiaqi3 ¡¡[Abstract]¡¡Viewed(957) ¡¡[PDF:4911KB]¡¡Downloaded(948) ¡¡[HTML]
DOI:10.11992/tis.202511031
Dean Forum on Artificial Intelligence
Multimodal graph contrastive learning recommendation based on fusion diffusion models[1044-1054]
SHEN Xueli, YU Jiahao ¡¡[Abstract]¡¡Viewed(728) ¡¡[PDF:3727KB]¡¡Downloaded(821) ¡¡[HTML]
DOI:10.11992/tis.202507015
Dynamic distance-constrained offline-to-online reinforcement learning[1055-1065]
ZHAO Ruohan, WEI Wei, WANG Da, HUANG Li ¡¡[Abstract]¡¡Viewed(815) ¡¡[PDF:4053KB]¡¡Downloaded(736) ¡¡[HTML]
DOI:10.11992/tis.202510017
Foreword
Opening a new chapter in physical artificial intelligence[814]
CHEN Xiaoping ¡¡[Abstract]¡¡Viewed(852) ¡¡[PDF:330KB]¡¡Downloaded(1155) ¡¡[HTML]
DOI:10.11992/tis.202604034

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