| 2026 | Hierarchical Reinforcement Learning Agent for Distributed Event-Driven Multi-asset LOBs Simulation. | Zhenglie Sun, Tian Gou, Chunbao Zhou, Yangang Wang |
| 2026 | FuseSampleAgg: One-Pass Neighborhood Estimation for Budgeted Knowledge-Graph Refresh and Validation. | Aleksandar Stankovic, Haoran Du, Xinming Wang |
| 2026 | SG2SG: End-to-End Subgraph Orchestration for Transparent Multi-hop Question Answering. | Chao Song, Hao Zhang, Xuyi Chen, Ruilin Hu, Weibo Liang |
| 2026 | Causal Backdoor Adjustment for Citation Intent Classification. | Yu Song, Lidan Wan, Zhao Zhang, Deqing Wang, Fuzhen Zhuang |
| 2026 | K-LDEA: A Knowledge-Driven Layered Defense Enhancement Architecture for OpenPLC Security. | Wentao Song, Haochen Li, Ye Tao, Jinyun Chen, Rui Wang, Juntao Hu, Shaolin Tan, Qing Gao |
| 2026 | PIDA: Proactive Interactive Dietary Assessment from Food Images via Active Clarification. | Donghui Si, Yongcheng Yin, Jinhao Zhang, Jiajun Song |
| 2026 | Enhancing Multivariate Time-Series Class Incremental Learning with Informative Spatiotemporal Consolidation. | Maojing Shu, Xiaopeng Guo, Jun Sun |
| 2026 | Cross-View Interaction and Collaboration for Semi-supervised Time Series Classification. | Maojing Shu, Xiaopeng Guo, Jun Sun |
| 2026 | TD3-SOBT: Offline Reinforcement Learning for Set-Point Tracking in Industrial CSTR Process. | Lin Shi, Jiayu Yang, Chenglong Xu, Junru Luo |
| 2026 | Spatio-Temporal Semantic-Enhanced Contrastive Learning for Friend Recommendation. | Yixin Ruan, Hongmei Chen, Peizhong Yang, Lizhen Wang |
| 2026 | HRL-MLP: Lightweight Super-Resolution Network for Single Image. | Wenlu Rong, Chih-Wei Lin |
| 2026 | MHRSwin: Research on Mongolian Handwritten Recognition Based on Swin Transformer. | Qing-dao-er-ji Ren, Zhichao Zhang, Yang Yang, Qiqige Cagan |
| 2026 | OSOW: A Resource-Efficient Parallelization of the Winograd Algorithm on Multicore CPUs. | Siyu Ren, Haodong Bian, Feng Xue, Xiaoying Wang |
| 2026 | EATER: Entropy-Aware Multi-bit Watermarking for Large Language Models. | Ran Ran, Keke Gai, Jing Yu |
| 2026 | Large Language Model-Based Data Querying and Analysis for Manufacturing Industry. | Rahulan Radhakrishnan, Sadeer Beden, Zuha Shahid, Cinzia Giannetti, Arnold Beckmann |
| 2026 | CuForm: Data-Efficient Formula Generation via Curriculum Learning. | Weikuan Qiu, Maolin Ma, Hanjia Qiu, Jiaxing Wang, Hao Wen |
| 2026 | Less is More: Efficient Multilingual Intent Routing via Truncation-Based Alignment. | Jiameng Qiu, Zicong Chen, Yongdong Wu, Feiran Huang |
| 2026 | DT-CC: Digital Twin-Driven Knowledge Engineering for Classical Chinese Historical Document. | Shiyi Qin, Canlong Zhang, Wenhui Tang, Bo Wei, Yanchao Ma |
| 2026 | HeteroGuard: Hop-Disentangled Representation Learning on Heterogeneous Provenance Graphs for APT Detection. | Rong Qian, Haonan Dong, Jiaxin Hou, Yuan Cui, Yuchen Zhou |
| 2026 | CADPNet: Learning Dual Priors with Cross-Attention for Single Image Deraining. | Yuanzhi Peng, Yan Wei |
| 2026 | DVQA-FL: A Communication-Efficient Quantum Federated Learning Framework for Power System. | Lian Peng, Meikang Qiu |
| 2026 | FedGIM: Dynamic Tier-Based Federated Learning Method for Resource-Constrained Environments. | ShunBao Pan, Xiaoming Hu, Shuangjie Bai, Yan Liu, Xindi Jiao |
| 2026 | FI-HGT: High-Order Feature Interactions via Heterogeneous Graph Transformer for Deep Social Bot Detection. | Qi Ouyang, Beilei Zhang, Ran Li, Junjie Zhang, Shuxin Liu, Baolin Li |
| 2026 | CryoHIRI: A Knowledge-Driven Framework for High-Resolution Structural Knowledge Discovery from Cryo-EM Images. | Jianquan Ouyang, Yue Yang |
| 2026 | Knowledge-Driven 3D Reconstruction: Fusing Explicit Structural Priors with Latent Diffusion Models. | Jianquan Ouyang, Liuyang Li, Huanrong Tang |