| 2026 | WISP: A Stealthy Word-Level Backdoor Attack via Semantic Influence and LLM-Guided Injection. | Zhaoxi Feng, Zhengshuo Liu, Zhengxian Wu, Juan Wen |
| 2026 | PreFact: Knowledge Propagation Regulating Network Toward Preferred Facts for Knowledge-Aware Recommendation. | Chengyu Feng, Hua Chu, Yangtao Zhou, Zhenjiang Ding, Jianan Li, Qingshan Li, Xiangming Li, Zhongqi Lu, Wanqiang Yang |
| 2026 | Retrieval-Augmented Diffusion Language Model for Generative Commonsense Reasoning. | Yubo Fang, Hai-Tao Yu, Hideo Joho, Sumio Fujita |
| 2026 | Community-Aware Graph Contrastive Learning for Long-Tail Crowdsourcing Truth Inference. | Xiu Susie Fang, Heting Liang, Yuqiong Yi, Xinwei Huang, Guohao Sun, Ge Zhang |
| 2026 | KGCRAG: An Adaptive Community Detection Framework for Robust Graph-Enhanced RAG. | Wenli Fang, Guohua Chen, Chengzhe Yuan, Ronghua Lin, Shuangjiao Tang, Yong Tang |
| 2026 | Giant: An I/O-Optimized Graph-Based Index for High-dimensional Vector Search via Page Group Expansion. | Jiawei Du, Jinlei Hu, Chengxiao Gong, Jianxi Chen |
| 2026 | DPSA: Deception Pattern Learning and Sentiment-Aware Enhancement for Unseen Misinformation Detection. | Yunyun Dong, Jinfeng Luo, Tingchao Fu, Fanxiao Li, Dayang Li, Viradeth Sixanonh, Wei Zhou |
| 2026 | StableEKF-Transformer: Uncertainty-Aware State of Health Estimation with Dynamic Covariance Calibration and Diagonal Jacobian Parameterization. | Yan Ding, Jinqi Zhu, Tongtong Su, Di Lv, Weijia Feng, Chenyang Wang |
| 2026 | RuleGF: Rule-Guided Graph Fusion for Link Prediction Across Knowledge Graphs. | Guanwen Ding, Zhichun Wang |
| 2026 | Event Category Discovery Through Multi-dimensional Event Feature Construction from Textual Structure. | Guoxuan Ding, Yuqing Li, Xin Wang, Daren Zha |
| 2026 | Dynamic Soft Contrastive Learning for Spatio-Temporal Forecasting. | Hanzhi Deng, Heyuan Wang, Wei Chen, Tengjiao Wang, Kam-Fai Wong |
| 2026 | C | Shuwen Daizhou, Wanyu Ling, Lingyan Zhang |
| 2026 | PyraTSG: A Hierarchical Scale Transition Framework for Dependency Modeling in Multivariate Time Series Forecasting. | Yuheng Dai, Haoran Xiong, Hailong Gu, Zhenying He, Yinan Jing, Kai Zhang, X. Sean Wang |
| 2026 | LogTrie: Adaptive Trie-Structured Compression with Query Support for Streaming Logs. | Ying Chu, Chaofan Li, Peiquan Jin, Shouhong Wan |
| 2026 | A Controllable Agentic Framework for Time-Series Data Synthesis in Few-Shot Scenarios. | Tingan Chen, Shijian Wang, Hanqian Wu, Runqun Xiong |
| 2026 | Efficient Personalized Reranking with Semi-autoregressive Generation and Online Knowledge Distillation. | Kai Chen, Hao Wang, Wei Guo, Weiwen Liu, Yong Liu, Yawen Li, Enhong Chen |
| 2026 | Spatial Relation Extraction Using Type Correlation and Structural Constraints. | Yuming Chen, Peifeng Li, Qiaoming Zhu |
| 2026 | Aggregate, Optimize, and Propagate: A Forward-Forward Algorithm Framework for Graph-Based Recommendation. | Ximing Chen, Pui Ieng Lei, Yijun Sheng, Yanyan Liu, Zhiguo Gong |
| 2026 | HyReaL: Clustering Attributed Graph via Hyper-complex Space Representation Learning. | Junyang Chen, Yang Lu, Mengke Li, Cuie Yang, Yiqun Zhang, Yiu-ming Cheung |
| 2026 | Decomposing Complexity: A Difficulty-Aware Multi-agent Framework for Open-Domain Knowledge Graph Construction. | Haoyang Chen, Yi Liu, Chenyang Li, Wei Hu |
| 2026 | Large Language Model-Enhanced Dense Retrieval for Food-Related Search on Meituan. | Yuluo Chen, Haorui Li, Tai Guo, Junda She, Siyu Lu, Qiang Liu, Jun Lei, Xingxing Wang, Cheng Yang |
| 2026 | Fewer False Positives for Sparse Anomalies in Long Time-Series: Cross-Window Contrast and Cross-Level Discriminative Reconstruction. | Jionghuan Chen, Qixue He, Yong Zhong, Xiaolin Qin, Lishun Wang |
| 2026 | Beyond Similar Information: A Distinction-Preserving Framework for Graph Autoencoders. | Ge Chen, Yulan Hu, Sheng Ouyang, Cuicui Luo |
| 2026 | A Non-stationary Spatiotemporal Hawkes Process for Railway Delay Causality Learning. | Jubao Cheng, Dalin Zhang, Shunjie Yang, Yunjuan Peng, Rong-Hua Li |
| 2026 | CCOptimizer: Resource Configuration Optimizer for Model Cache Pool in Cloud. | Qiming Chen, Rong Gu, Guoding Ji, Chengying Huan, Yan Ding, Chaozhong Yan, Gang Huang |