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Reinforcement Learning for UAV-Assisted Intelligent Transportation Systems: Solutions, Challenges, and Future Directions
Sajeh Zairi, Ikbal Chammakhi Msadaa, Amine Dhraief
2026, 41(4): 1101-1119. DOI: 10.1007/s11390-025-5538-1
Abstract
StableME: Stable Model Editing via Knowledge Augmentation for Large Language Models
Zi-Hao Wei, Liang Pang, Han-Xing Ding, Jing-Cheng Deng, Hua-Wei Shen, Xue-Qi Cheng
2026, 41(4): 1120-1131. DOI: 10.1007/s11390-026-5545-x
Abstract
Continual Visual Concept Learning with Scene Graph Expansion
Yu-Song Cai, Xiao-Han Guo, Shi-Mou Ling, Li-Li Pan, Hong-Liang Li
2026, 41(4): 1132-1143. DOI: 10.1007/s11390-026-5661-7
Abstract
Collective Entity Linking with Large Language Models via Mention-Aware Question Answering
Nan Wei, Wei-Ning Weng, Xiao-Long Ren, Jin-Yun Fang
2026, 41(4): 1144-1153. DOI: 10.1007/s11390-026-5822-8
Abstract
FedCUS: A Client-Unperceived Selection Strategy for Data Heterogeneity in Federated Learning
Zi-Hao Guo, Hong-Tao Lv, Yi-Xin Zhang, Yu Zhang, Yi-Bo-Wen Zhao, Yong-Hui Xu, Li-Zhen Cui
2026, 41(4): 1154-1169. DOI: 10.1007/s11390-026-5310-1
Abstract
Text-Parsing Adaptive Gated Fusion for Audio-Visual Question Answering
Liang Shan, Guang-Yao Li
2026, 41(4): 1170-1180. DOI: 10.1007/s11390-026-5759-y
Abstract
Local-Global Feature Complementation Network for Visual Place Recognition
Wei-Wei Wang, Mei-Jia Wang, Hao-Yi Wang, Wen-Qiang Guo, Jiapan Guo, Ze-Jun Zhang, Changming Sun, Ling-Kun Ma, Wei-Chuan Zhang
2026, 41(4): 1181-1191. DOI: 10.1007/s11390-026-5671-5
Abstract
MFFNet: Multidomain Feature Fusion Network for Hyperspectral Pansharpening
Xiao-Zheng Wang, Yong Yang, Shu-Ying Huang, Zi-Yang Liu
2026, 41(4): 1192-1204. DOI: 10.1007/s11390-026-5753-4
Abstract
High-Level Synthesis for Approximate Computing: A Survey
Yu-Qin Dou, Yang Wang, Jian-Xu Wei, Ming-Lu Xu, Haroon Waris, Roger Woods, Wei-Qiang Liu
2026, 41(4): 1205-1218. DOI: 10.1007/s11390-026-6176-y
Abstract
Auto-SpMM: Towards Efficient Sparse Matrix-Matrix Multiplication on Heterogeneous Servers via Automatic Resource Mapping and Pipeline Generation
Ming Dun, Hua-Wei Cao, Shu-Han Song, Yuan Zhang, Xiao-Chun Ye
2026, 41(4): 1219-1229. DOI: 10.1007/s11390-026-5632-z
Abstract
An Analysis of the Mismatch Between Garbage Collection Evolution and Datacenter Paradigm Shifting
Jia-Wei Xiao, Zi-Yue Hua, Sheng-Kai Li, Yi-Zhe Yuan, Ming-Yu Wu, Hao-Nan Xue, Xiao-Bing Feng, Hui-Min Cui, Chen-Xi Wang
2026, 41(4): 1230-1248. DOI: 10.1007/s11390-025-5560-3
Abstract
A Fine-Grained Analysis for Parallel Tasks with Spin-Locks Under Global Fixed-Priority Scheduling
Ze-Wei Chen, Hang Luo, Zi-Qian Zhou, Mao-Lin Yang, Yong Liao, Hang Lei
2026, 41(4): 1249-1261. DOI: 10.1007/s11390-026-5377-8
Abstract
A Systematic Survey of Cross-Domain Data Sharing Architectures
Ning Zhang, Lan-Qi Sun, Jin-Xi Cheng, Xiang Jing, Tian-Cheng Liu, Gang Huang, Chao-Ran Luo
2026, 41(4): 1262-1283. DOI: 10.1007/s11390-026-5768-x
Abstract
Learning Code Anomalies for Bug Detection with Graph Neural Networks
Chi Zhang, Yu Wang, Ke Wang, Lin-Zhang Wang
2026, 41(4): 1284-1301. DOI: 10.1007/s11390-026-5943-0
Abstract
NeSPCGC: Neighborhood-Scene Joint LiDAR Point Cloud Geometry Compression
Cheng-Feng Han, Jun-Zhe Zhang, Jie Yao, Guo-Sheng Yu, Dan-Dan Ding
2026, 41(4): 1302-1314. DOI: 10.1007/s11390-026-5760-5
Abstract
BDTM: A High-Performance Intelligent Transportation Information Transfer Model Based on Dynamic Adaptive Optimization Strategy
Wen-Long Zheng, Xiang He, Peng Li, He Xu, Jian Wu, Yi-Feng Qin
2026, 41(4): 1315-1330. DOI: 10.1007/s11390-026-5683-1
Abstract