| 2026 | MambaGINCL: A Dual-Channel Model for Aspect-Based Sentiment Analysis with Enhanced Long-Range and Syntactic Dependency Modeling. | Yuxia Lei, Xiaoru Li |
| 2026 | Ada-DVSA: Adaptive Dual-View Self-augmentation for Multi-behavior Recommendation. | Yuxia Lei, Yutao Gao, Qing Zhang, Zhaoan Dong, Jing Xiong |
| 2026 | ID-GraphRAG: An Incremental Construction Framework of Document-Level Retrieval-Augmented Knowledge Graphs with Multi-agent Verification. | Yuhang Lei, Xuchao Gong, Zhangyang Xu, Qiuyuan Wu, Bo Chen, Runlong Zhu |
| 2026 | Lossless Translation: Leveraging Large Language Models for Translation While Preserving Structural Integrity. | Dawei Kong, Jia Feng, Xuehu Yan |
| 2026 | Textbook Content Moderation via Multi-agent Intergenerational Interaction. | Yu Ji, Wen Wu, Xiang Liu, Qingchun Bai, Jiabao Zhao, Yunyu Shi, Zhe Huang, Liang He |
| 2026 | Structured Reinforcement Learning for Multi-agent Formation Target Tracking via Scalar Gain Scheduling. | Shuangfei Ji, Yiquan Ren, Yingjie Guo, Yazhou Hu |
| 2026 | Role-Uncertainty-Aware Structured Pruning for DETR: Task-Sharing Structural Priors and Deployable Inference Acceleration. | Wei Jin, Ningyuan Yu, Qiming Zhao, Jing Wu |
| 2026 | GoalPilot: A Multi-agent Framework for Personalized Task Decomposition and Dynamic Schedule Optimization in Self-regulated Learning. | Lee Jinuk |
| 2026 | Blockchain-Based Knowledge Verification and Confirmation Using Certificateless Signatures. | Xindi Jiao, Xiaoming Hu, Shuangjie Bai, Yan Liu, Hao Lin, Yawei Zhou, Yonghong Wu |
| 2026 | Language-Guided Diffusion Policies with Vision-Language Models for Robot Manipulation. | Xueqi Jia, Mu Li, Bing Han, Xiaolong Yu |
| 2026 | A Heterogeneous Sharding Architecture for Privacy-Preserving Consortium Blockchains. | Yuxuan Hu, Jianwei Liu, Boyu Zhao, Zhuocheng Pan, Andi Liu, Haojun Tan, Gerui Wang, Mingchao Wan, Yizhong Liu |
| 2026 | Reducing Redundancy in Multi-Head Attention via Diversity Regularization. | Kejie Hu, Fang Liu, Bing Zhou |
| 2026 | DCAM U-Net: A 3D U-Net Model with 3D Channel-Spatial Attention and Feature Fusion for Subsurface Void Segment in Ground Penetrating Radar Data. | Shanshan Huang, Peiwen Yao, Hanbo Zhang, Dandan Cheng, Junchao Wang, Heng Wang, Guoliang Xin, Liyong Zhang |
| 2026 | Trustworthy LLM-Based Relational Triple Extraction via Entailment-Aware Collaboration. | Jun Jie Huang, Lin Yi Yang, Bo Xiao |
| 2026 | CFTformer: A Groundwater Level Prediction Model Based on a Causal Gating Mechanism. | Jiarui Huang, Tian Xie, Shujian Chen, Yuhan Wang, Junkang Guo, Jian Liu |
| 2026 | SWDNet: Knowledge-Driven Cross-Modal Network with Sliding Window Difference Modeling. | Junjie Huang, Renping Xie |
| 2026 | ASSC: Adaptive Spatio-Semantic Calibration for Efficient New Intent Discovery. | Jiebin Huang, Xianyu Guo, Jindian Su, Zhengjian Chen, Xiaobin Ye, Dandan Ma |
| 2026 | MedConf-RAG: Reliable Medical LLMs with Gated Graph Integration and Conformal Factuality Guarantees. | Xuefei Huang, Yanyan Bu, Na Zhang, Yingying Zhang, Hao Sheng, Ying Li |
| 2026 | Scaling Span Valuation by Shapley Value Approximation in Named Entity Recognition. | Zaifeng Hua, Jia Huang, Yifei Chen |
| 2026 | Estimating Representation Drift for Prompt-Based Class-Incremental Learning. | Yuting Hou, Rongyu Zhu, Junjie Liu, Kedian Mu |
| 2026 | Modeling of High-Precision Synchronous ADC and Cooperative Calibration of Revenue Metering Chain for Gateway Electricity Meters. | Yuanrui Hong, Fubin Liu, Zhaoqiang Ge, Haibo Jin |
| 2026 | Modeling Sensory Experiences as an Intermediate Causal Layer for Conversational Emotion Entailment. | Runjie He, Bei Xu, Peng Xu |
| 2026 | SAC-SLAM: Building 3D Spatial Knowledge Bases via Surface-Aligned Consistent Mapping. | Qi He, Qingfeng Li, Ziheng Xu, Chen Chen, Ningbo Gu, Feng Hong |
| 2026 | Driver Action Disambiguation via Graph Topology Optimization in Smart Cockpits. | Wenhao He, Jun Lu, Fei Kuang, Kanlun Tan |
| 2026 | Deep Adaptive Structured Decomposition for Infrared Small Target Detection. | Fan Hao, Feng Zhou, Yasheng Li, Baonan Jia |