| 2026 | FORCE: A Benchmark for Formula Reasoning and Comprehension in Academic Papers. | Huikang Hu, Tianhao Zhang, Xinbang Dai, Xiaoli Shen, Guilin Qi, Yuyang Zhang, Xiaoguang Li, Lifeng Shang |
| 2026 | CAMeRA: A Mamba-Based Context-Aware Adaptive Multimodal Architecture for Sequential Recommendation. | Bohan Hu, Yuhang Li, Beijia Cheng |
| 2026 | LLM-Driven Online Aggregation for Unstructured Text Analytics. | Chao Hui, Weizheng Lu, Yanjie Gao, Lingfeng Xiong, Yunhai Wang, Yueguo Chen |
| 2026 | A Spatio-Temporal Cognitive Graph-Enhanced Framework for Knowledge Tracing. | Yihao Huang, Chen Zeng, Shun Mao, Zhengyang Wu, Ronghua Lin, Yong Tang |
| 2026 | Accuracy-Aware Log Replay with Fine-Grained Prioritization for Real-Time Prediction Queries. | Shanshan Huang, Jing Jiang, Peng Cai, Qiwen Dong, Huiqi Hu |
| 2026 | Bridging LLMs and KGs: Data and Knowledge Adaptive Medical Reasoning for Med-VQA. | Wenti Huang, Yu He, Zhan Yang |
| 2026 | HFTS: Time-Span-Aware Historical-Future Modeling for Temporal Knowledge Graph Completion. | Wei Huang, Tianyong Hao, Fu Lee Wang, Jing He, Hai Liu |
| 2026 | STMHTNet: A Spatio-Temporal Masked Hourglass Transformer Network for Traffic Flow Forecasting. | Yixin Hong, Huaijie Zhu, Wei Liu, Zixin Qin, Jianxing Yu, Jian Yin |
| 2026 | Node Anomaly Detection via Multiscale Time-Frequency Fusion and Hidden Markov Generations in Complex Networks. | Yifan Hong, Jiao Luo |
| 2026 | Online Estimation of Weighted Reachability Between Vertex Pairs with Edge Similarity Decay in Temporal Interaction Graphs. | Liukun He, Qingjun Xiao, Hang Chen, Jiaming Zhang, Jun Ma |
| 2026 | Efficient Moving-Together-Patterns Discovery from Large-Scale Travel Data. | Xiaolin Han, Tianwen Zhang, Niehao Chen, Reynold Cheng |
| 2026 | Q-Doctor: Retrieval-Augmented Diagnosis and Multi-agent Correction for Query Performance Anomalies. | Yiwen Han, Zhicheng Pan, Lixiang Chen, Chengcheng Yang, Rong Zhang, Xuan Zhou |
| 2026 | AutoASD: A Unified System for Anomalous Subgraph Discovery in Financial Networks. | Xiaolin Han, Yuke Li, Yikun Zhang |
| 2026 | Automatic String Data Validation with Pattern Discovery. | Ziyan Han, Xinwei Lin, Peng Di, Chuan Xiao, Makoto Onizuka, Jiuzhang Liu, Rui Mao, Jianbin Qin |
| 2026 | Inter-attribute Semantic Correlation-Guided Federated Recommender System Against Attribute Inference Attacks. | Qiwen Gu, Xuhao Zhao, Yanmin Zhu, Wenze Ma, Jiadi Yu, Feilong Tang |
| 2026 | DSGCL: Dual Sampling with High-Order Collaboration for Graph Contrastive Learning. | Huinan Gu, Zhe Yang |
| 2026 | Cart: A Future-Oriented Text Impacts Alignment Framework for Time Series Forecasting. | Hailong Gu, Haoran Xiong, Keyue Huang, Wei Zhu, Yuheng Dai, Zhenying He, Yinan Jing, Kai Zhang, X. Sean Wang |
| 2026 | Mitigating Popularity Bias for Two-Sided Fairness via Dual-Teacher Distillation in Recommendation. | Chao Guo, Xuemin Wang, Chuangying Zhu, Jialung Liang, Heng Yang, Liang Chang |
| 2026 | Skyline Community Search over Edge-Attributed Bipartite Graphs. | Fangda Guo, Xuanpu Luo, Shiyuan Xu, Haowen Gao, Yanghao Liu, Huawei Shen, Xueqi Cheng |
| 2026 | Cross-City Traffic Prediction with Semantic-Topological Decoupling and Spatial Attention Enhancement. | Yuwei Gu, Weilong Ding, Haoyang He, Yang Yang |
| 2026 | Private Memory Under the Spotlight: Diagnosing and Defending User-Level Leakage in LLM-Augmented Systems. | Yinchi Ge, Hui Zhang, Zhenyuan Huang, Haohang Sun, Shenghao Jin, Haijun Yang |
| 2026 | Beyond the Trigger: Learning Collaborative Context for Generalizable Trigger-Induced Recommendation. | Chen Gao, Zixin Zhao, Lv Shao, Tong Liu |
| 2026 | From Personal to Clinical: Personalisation and Depersonalisation for Explainable Depression Detection. | Ziyang Gao, Linhai Zhang, Yulan He, Deyu Zhou |
| 2026 | TFMoE: Bridging Dual Domains for Long-Term Time Series Forecasting via Adaptive Time-Frequency Modeling. | Jianliang Gao, Yiting Shi, Zhipeng Peng, Chongyun Qin |
| 2026 | Rumor Prevention: Approach of Minimizing the Competitive Influence of Unknown Rumors in Multi-layer Social Networks. | Fei Gao, Qiang He, Xingwei Wang, Lin Qiu, Min Huang |