| 2026 | AAAI | PepCCD: A Contrastive Conditioned Diffusion Framework for Target-Specific Peptide Generation. | Jun Zhang, Yangyang Zhou, Tiantian Zhu, Zexuan Zhu |
| 2026 | ACL | Enhanced Reasoning for Biomedical Document-Level Relation Extraction via a Novel Cascade Language Model Framework. | Haohua Song, Wenhao Gu, Zhijing Li, Yunwen Yu, Tiantian Zhu, Xiao Yang, Zexuan Zhu |
| 2026 | INFOCOM | FaaSGuard: An Adaptive Framework for Obfuscating Function Activity States in Serverless Applications. | Xue Leng, Fengming Zhu, Xing Li, Tiantian Zhu, Jianguo Sun |
| 2026 | KDD | APT-CGLP: Advanced Persistent Threat Hunting via Contrastive Graph-Language Pre-Training. | Xuebo Qiu, Mingqi Lv, Yimei Zhang, Tieming Chen, Tiantian Zhu, Qijie Song, Shouling Ji |
| 2025 | AAAI | Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy. | Jian-Ping Mei, Weibin Zhang, Jie Chen, Xuyun Zhang, Tiantian Zhu |
| 2025 | CCS | Poster: Leveraging Large Language Models to Effectively and Efficiently Identify Vulnerability Patches for WordPress Plugins. | Xue Leng, Hai Zhang, Tiantian Zhu, Jianguo Sun |
| 2025 | ICICS | Provenance-Based Intrusion Detection via Multi-scale Graph Representation Learning. | Xuebo Qiu, Mingqi Lv, Tieming Chen, Tiantian Zhu, Qijie Song |
| 2025 | IJCNN | CoRPL: A Novel Contrastive and Reciprocal Points Learning Framework for Open-Set Hyperspectral Image Classification. | Minhui Zhao, Lin Zhao, Zhuoxuan Chen, Jia Li, Tian Luo, Tiantian Zhu |
| 2024 | CCS | TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning. | Mingqi Lv, Hongzhe Gao, Xuebo Qiu, Tieming Chen, Tiantian Zhu, Jinyin Chen, Shouling Ji |
| 2023 | EMNLP | Controllable Contrastive Generation for Multilingual Biomedical Entity Linking. | Tiantian Zhu, Yang Qin, Qingcai Chen, Xin Mu, Changlong Yu, Yang Xiang |
| 2022 | IJCAI | Enhancing Entity Representations with Prompt Learning for Biomedical Entity Linking. | Tiantian Zhu, Yang Qin, Qingcai Chen, Baotian Hu, Yang Xiang |
| 2019 | CCS | Effective and Light-Weight Deobfuscation and Semantic-Aware Attack Detection for PowerShell Scripts. | Zhenyuan Li, Qi Alfred Chen, Chunlin Xiong, Yan Chen, Tiantian Zhu, Hai Yang |
| 2019 | VCIP | An Improved Gaussian Mixture Model Based Hole-filling Algorithm Exploiting Depth Information. | Tiantian Zhu, Pan Gao |
| 2014 | CCS | AutoCog: Measuring the Description-to-permission Fidelity in Android Applications. | Zhengyang Qu, Vaibhav Rastogi, Xinyi Zhang, Yan Chen, Tiantian Zhu, Zhong Chen |
| 2013 | ICMLC | Measuring short Text Semantic Similarity using multiple measurements. | Tiantian Zhu, Man Lan |