| 2026 | SemInfer: Accelerating LLM-Based Semantic Data Processing via Sparse Indexing. | Wentao Zhu, Yuyun Zhang, Huiqi Hu, Peng Cai, Xuan Zhou, Yaoqiang Xu, Chen Qian |
| 2026 | Bridge-SQL: Bridging Single- and Multi-Turn Text-to-SQL via Preference-Aligned Question Rewriting. | Xuhang Zhu, Xiu Tang, Sai Wu, Yixuan Tang, Haobo Wang, Chang Yao, Ruichen Xia, Gang Chen |
| 2026 | Is There a Structural Privacy Risk in Graph Prompting with LLMs? | Jiani Zhu, Xi Lin, Yuxin Qi, Qinghua Mao, Jianhua Li, Jun Wu |
| 2026 | Generative Representational Learning of Foundation Models for Recommendation. | Zheli Zhou, Chenxu Zhu, Jianghao Lin, Bo Chen, Ruiming Tang, Yong Yu, Weinan Zhang |
| 2026 | NeuroCEA: Cross-Domain Embedding Augmentation with Contrastive Knowledge Distillation for Electrophysiological Time Series Representation. | Guichun Zhou, Xiangdong Zhou |
| 2026 | Causal Inference Supervised Directed Knowledge Generation for Causal Discovery. | Xiabing Zhou, Yucheng Yao, Ye Zhang, Junhao Feng, Min Zhang |
| 2026 | Notice-Augmented Real-World Audit Report Generation by Large-Scale Complex Tabular Data Understanding and New Fields Discovery. | Xueyi Zhou, Pei Ye, Dong-Kyu Chae, Zhenyu Li |
| 2026 | Multi-domain Denoising for Attribute-Aware Sequential Recommendation. | Pinchao Zhou, Nan Wang, Yingli Zhong, Runzhe Wang |
| 2026 | LLM-MRD: LLM-Guided Multi-view Reasoning Distillation for Fake News Detection. | Weilin Zhou, Shanwen Tan, Enhao Gu, Yurong Qian |
| 2026 | Mirror: Disentangling and Purifying Multimodal Information for Recipe Recommendation. | Jingya Zhou, Xiaolong She |
| 2026 | Homophilic and Heterophilic-Aware Multi-view Graph Clustering. | Yeqin Zhou, Lirong Qiu |
| 2026 | BioLemons: Latent Conditional Diffusion Model with VAE Embedding for Enhancing Spatial Transcriptomics. | Haolu Zhou, Wenying He, Yude Bai, Fei Guo |
| 2026 | LogicGate: Adaptive Rule-Based Modeling of Exogenous Effects for Time Series Forecasting. | Jie Zhong, Tong Chen, Wei Yuan, Li-Zhen Cui, Hongzhi Yin |
| 2026 | G | Heng Zheng, Haochen You, Zijun Liu, Zijian Zhang, Lubin Gan, Hao Zhang, Wenjun Huang, Jin Huang |
| 2026 | BackChainer: Backward Chaining over Graph for Integrating Structured Knowledge Into Large Language Model Reasoning. | Ruilin Zhao, Feng Zhao, Guandong Xu |
| 2026 | SemFuse: Aligning LLM Semantics with Graph Topology for Heterophilic Learning. | Zuoxiang Zhao, Shuhan Song, Yuan Zhang, Xiping Liu, Da Wang, Huawei Cao |
| 2026 | CoT-F: Leveraging Chain-of-Thought Families in Large Language Models for Complex Question Answering. | Feng Zhao, Xianggan Liu, Long Wang, Ruilin Zhao, Yu Yang, Guandong Xu |
| 2026 | Disentangled Parameter-Efficient Linear Model for Long-Term Time Series Forecasting. | Yuang Zhao, Tianyu Li, Jiadong Chen, Shenrong Ye, Fuxin Jiang, Xiaofeng Gao |
| 2026 | GBCG: Granular Ball and Counterfactual Guided Profile Injection Attack in Recommender Systems. | Yunmeng Zhao, Yuran He, Shenbao Yu, Ruihong Huang, Jiayin Li, Jun Shen, Jiayin Lin |
| 2026 | Buster: Implanting Semantic Backdoor Into Text Encoder to Mitigate NSFW Content Generation. | Xin Zhao, Xiaojun Chen, Yuexin Xuan, Zhendong Zhao, Xinfeng Li, Xiaojun Jia, Xiaofeng Wang |
| 2026 | Towards Real-Time Maintenance of HNSW for ANN Search on Edge Devices. | Wenbo Zhao, Yuheng Chang, Hui Li, Jiangtao Cui |
| 2026 | MKLoRA: Multi-Knowledge Collaboration via Intermediate Representation Splitting of LoRA. | Hong Zhang, Feng Zhao, Ruilin Zhao, Yu Yang, Guandong Xu |
| 2026 | DeFuseMod: A Disentangle-and-Fuse Model for Dual-Domain Self-supervised EEG Representation Learning. | Jude Zhang, Mingwei Zhang, Qiaoli Zhou |
| 2026 | Generative Store Retrieval in Taobao Search. | Yingchen Zhang, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Kaixuan Zhang, Zhihong Chen, Fuyu Lv, Xueqi Cheng |
| 2026 | Mitigating Generic Token Dominance in Cross-Domain Foundation Model for Text-Attributed Graphs. | Heng Zhang, Haochen You, Zijian Zhang, Lubin Gan, Hao Zhang, Wenjun Huang, Jin Huang |