| 2026 | From Implicit Heuristics to Explicit Optimization: A Unified Framework for In-Context Relation Extraction. | Xin Sun, Muyu Li, Jianfei Zhao, Xinyang Liu |
| 2026 | LFRkNN: Towards Leakage-Free Reverse K-Nearest Neighbor Queries on Encrypted Data. | Tianqi Sun, Jialin Chi, Min Zhang, Axin Wu, Dengguo Feng |
| 2026 | Counterfactual Reasoning for Weak Interest Overfitting in Sequential Recommendation via Interest Segmentation. | Chuike Sun, Yuhao Chen, Xing Fang, Yang Huang, Songyin Luo, Ruocong Tang, Jing Wang, Junzhou Chen |
| 2026 | DPC-Net: A Decouple-Predict-Correct Framework for Long-Term Time Series Forecasting. | Xiangyu Su, Zhihong Cui, Hengyu Liu, Tiancheng Zhang, Minghe Yu |
| 2026 | Adaptive GPU Compute Resource Allocation for Efficient High-Utility Itemset Mining. | Tarun Sreepada, Tsuyoshi Ozawa, Genki Kimura, Uday Kiran Rage, Kazuo Goda |
| 2026 | Discrimination Matters: A Simple but Effective Method for Zero-Shot Relation Triplet Extraction. | Yi Song, Qing Cheng, Tieyun Qian, Lixin Zou, Xuming Hu, Wanli Li, Zaiwen Feng |
| 2026 | ENDeliver: An Energy-Aware Framework of Large Spatio-Temporal Model for E-Bike Delivery Route Planning. | Yuduo Shi, Zhao Li, Wenrui Ma, Haitao Xu |
| 2026 | Multimodal Crisis Classification via Graph Neural Networks. | Kailing Shen, Hongbin Wang, Yantuan Xian, Junjun Guo, Zhengtao Yu |
| 2026 | Friend-Aware Contrastive Learning with Aligned Social Graph for Social Recommendation. | Zaisheng Ruan, Yanmin Zhu, Wenze Ma, Xuhao Zhao |
| 2026 | CGSTA: Cross-Scale Graph Contrast with Stability-Aware Alignment for Multivariate Time-Series Anomaly Detection. | Zhongpeng Qi, Jun Zhang, Wei Li, Zhuoxuan Liang |
| 2026 | Fault-Tolerant Complex Event Matching Using K-NFA on Noisy Event Streams. | Tao Qiu, Bingbing Zhao, Baixu Lu, Chuanyu Zong, Rui Zhu, Xiaochun Yang |
| 2026 | PG-MoE: Provenance-Based Intrusion Detection via Graph Mixture-of-Experts and Spatio-Temporal Contrastive Learning. | Xuebo Qiu, Mingqi Lv, Yimei Zhang, Qijie Song, Tieming Chen |
| 2026 | Workload-Aware DHB+Tree: A Dynamic B+-Tree for Persistent Memory. | Jiarui Qi, Junbao Song, Derong Shen, Tiezheng Nie, Yue Kou |
| 2026 | Explainable Team Formation by Integrating Skill Evolution and High-Order Collaboration. | Jiaming Pu, Yue Kou, Dong Li, Derong Shen, Tiezheng Nie, Ge Yu |
| 2026 | DiSRet: Directional Structure-Aware Retentive Network for Long-Term Time Series Forecasting. | Zhipeng Peng, Yiting Shi, Chongyun Qin, Jianliang Gao |
| 2026 | Hop-Constrained s-t Simple Path Enumeration: Towards Reducing Repeated Vertex Checks. | Tong Pei, Bin Wang, Hengzhao Ma, Xiaochun Yang, Rui Ding, Jiayi Qu, Baoyan Song |
| 2026 | RVLLM-Bench: A Comprehensive Benchmark for Large Language Model Inference with RISC-V Vector Extension. | Zhilu Pan, Xiaofeng Zou, Panfeng Chen, Mei Chen, Hui Li, Yanhao Wang |
| 2026 | REFINE: A Resource-Efficient LLM-Based Approach for Next Top-K POI Recommendation. | Yihong Pan, Qiqi Wang, Ziyi Jiang, Weizhe Shi, Zhipeng Lin, Huijia Li, Kaiqi Zhao |
| 2026 | Curr-RLCER: Curriculum Reinforcement Learning for Coherence Explainable Recommendation. | Xiangchen Pan, Wei Wei |
| 2026 | Improving Multi-turn Dialogue Consistency with Self-Recall Thinking. | Renning Pang, Tian Lan, Leyuan Liu, Xiaoming Huang, Piao Tong, Xiaosong Zhang |
| 2026 | SP-GCRL: Influence Maximization on Incomplete Social Graphs. | Haohua Niu, Yuxuan Yang, Lingfeng Zhang, Hao Li, Jiao Liang, Zongfu Luo, Luca Rossi |
| 2026 | Debiasing LLMs in Knowledge-Intensive Tasks via Information-Gain Guided Front-Door Adjustment. | Xin Miao, Yongqi Li, Hankun Kang, Mayi Xu, Jintao Wen, Yuanyuan Zhu, Ming Zhong, Jiawei Jiang, Tieyun Qian |
| 2026 | Discovering Approximate Functional Dependencies Using Correlation Measures. | Qingxin Meng, Shining Yin, Fengyan Wang, Anzhen Zhang, Jing Zhang, Chuanyu Zong |
| 2026 | NuTS: Non-uniform Sampling with Distance-Dependent Adaptive Fusion for Time Series Forecasting. | Huiyi Ma, Xuanbing Zhu, Yingguang Hao, Hongyu Wang |
| 2026 | tsLLM-SG: Time Series Forecasting by Fine-Tuning LLMs with Dynamic Soft Prompts and Gated Frequency Transformation Adapters. | Dongdong Mao, Shijia Li, Gaowei Zhang, Wei Wang, Yi Wang |