| 2026 | WWW | Hyperbolic Multimodal Generative Representation Learning for Generalized Zero-Shot Multimodal Information Extraction. | Baohang Zhou, Kehui Song, Rize Jin, Yu Zhao, Xuhui Sui, Xinying Qian, Xingyue Guo, Ying Zhang |
| 2025 | ICA3PP | PacketMorph: Generation of Recoverable Adversarial Packets Against Encrypted Traffic Classification via Class-Wise Universal Perturbation. | Yuanyuan Xu, Yuwei Xu, Yunpeng Bai, Jie Cao, Kehui Song, Guang Cheng |
| 2025 | ICONIP | Mind Map-guided Meta-prompting for ADHD Intervention with Large Language Models. | Yingqi Wang, Xuguang Qiu, Kehui Song, Rize Jin, Hongbo Zhao |
| 2025 | IJCNN | MaCSE: Multi-Agent Ranking Distillation for Contrastive Learning of Sentence Embeddings. | Zekai Zhi, Zhilan Wang, Rize Jin, Kehui Song, Da-Jung Cho, He Wang |
| 2025 | NAACL | Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples. | Zhilan Wang, Zekai Zhi, Rize Jin, Kehui Song, He Wang, Da-Jung Cho |
| 2024 | ACL | MELOV: Multimodal Entity Linking with Optimized Visual Features in Latent Space. | Xuhui Sui, Ying Zhang, Yu Zhao, Kehui Song, Baohang Zhou, Xiaojie Yuan |
| 2024 | ACL | DPDLLM: A Black-box Framework for Detecting Pre-training Data from Large Language Models. | Baohang Zhou, Zezhong Wang, Lingzhi Wang, Hongru Wang, Ying Zhang, Kehui Song, Xuhui Sui, Kam-Fai Wong |
| 2024 | COLING | Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting. | Ying Zhang, Xinying Qian, Yu Zhao, Baohang Zhou, Kehui Song, Xiaojie Yuan |
| 2024 | COLING | MCIL: Multimodal Counterfactual Instance Learning for Low-resource Entity-based Multimodal Information Extraction. | Baohang Zhou, Ying Zhang, Kehui Song, Hongru Wang, Yu Zhao, Xuhui Sui, Xiaojie Yuan |
| 2024 | EMNLP | TimeR⁴ : Time-aware Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering. | Xinying Qian, Ying Zhang, Yu Zhao, Baohang Zhou, Xuhui Sui, Li Zhang, Kehui Song |
| 2024 | ISCC | NuanceTracker: A Website Fingerprinting Attack against Tor Hidden Services through Burst patterns. | Yuwei Xu, Jiangfeng Li, Yujie Hou, Lei Wang, Kehui Song, Guang Cheng |
| 2024 | SIGIR | Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion. | Yu Zhao, Ying Zhang, Baohang Zhou, Xinying Qian, Kehui Song, Xiangrui Cai |
| 2024 | TrustCom | M-ETC: Improving Multi-Task Encrypted Traffic Classification by Reducing Inter-Task Interference. | Yuwei Xu, Xiaotian Fang, Zhengxin Xu, Kehui Song, Yali Yuan, Guang Cheng |
| 2024 | TrustCom | A High-Accuracy Unknown Traffic Identification Method Based on Multi-View Contrastive Learning. | Yuwei Xu, Zizhi Zhu, Chufan Zhang, Kehui Song, Guang Cheng |
| 2024 | TrustCom | WCDGA: BERT-Based and Character-Transforming Adversarial DGA with High Anti-Detection Ability. | Zhujie Guan, Mengmeng Tian, Yuwei Xu, Kehui Song, Guang Cheng |
| 2024 | SecureComm | FullView: Using Bidirectional Group Sequences to Achieve Accurate Encrypted Traffic Classification. | Yuwei Xu, Zhiyuan Liang, Zhengxin Xu, Kehui Song, Qiao Xiang, Guang Cheng |
| 2023 | EMNLP | Selecting Key Views for Zero-Shot Entity Linking. | Xuhui Sui, Ying Zhang, Kehui Song, Baohang Zhou, Xiaojie Yuan, Wensheng Zhang |
| 2023 | EMNLP | BioFEG: Generate Latent Features for Biomedical Entity Linking. | Xuhui Sui, Ying Zhang, Xiangrui Cai, Kehui Song, Baohang Zhou, Xiaojie Yuan, Wensheng Zhang |
| 2023 | EMNLP | Incorporating Object-Level Visual Context for Multimodal Fine-Grained Entity Typing. | Ying Zhang, Wenbo Fan, Kehui Song, Yu Zhao, Xuhui Sui, Xiaojie Yuan |
| 2023 | ICICS | Zoomer: A Website Fingerprinting Attack Against Tor Hidden Services. | Yuwei Xu, Lei Wang, Jiangfeng Li, Kehui Song, Yali Yuan |
| 2023 | TrustCom | Cerberus: Efficient OSPS Traffic Identification through Multi-Task Learning. | Yuwei Xu, Xiaotian Fang, Jie Cao, Rou Yu, Kehui Song, Guang Cheng |
| 2023 | TrustCom | SharpEye: Identify mKCP Camouflage Traffic through Feature Optimization. | Yuwei Xu, Zizhi Zhu, Yunpeng Bai, Lilanyi Wu, Kehui Song, Guang Cheng |
| 2022 | COLING | Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information. | Xuhui Sui, Ying Zhang, Kehui Song, Baohang Zhou, Guoqing Zhao, Xin Wei, Xiaojie Yuan |
| 2022 | EMNLP | P\textM²\textF²N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction. | Ying Zhang, Baohang Zhou, Kehui Song, Xuhui Sui, Guoqing Zhao, Ning Jiang, Xiaojie Yuan |
| 2022 | EMNLP | A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition. | Baohang Zhou, Ying Zhang, Kehui Song, Wenya Guo, Guoqing Zhao, Hongbin Wang, Xiaojie Yuan |
| 2022 | ICASSP | A Multi-Task Learning Framework for Chinese Medical Procedure Entity Normalization. | Xuhui Sui, Kehui Song, Baohang Zhou, Ying Zhang, Xiaojie Yuan |
| 2021 | DASFAA | A Decision Support System for Heart Failure Risk Prediction Based on Weighted Naive Bayes. | Kehui Song, Shenglong Yu, Haiwei Zhang, Ying Zhang, Xiangrui Cai, Xiaojie Yuan |