| 2026 | AAAI | Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment Through Latent Acoustic Pattern Triggers. | Liang Lin, Miao Yu, Kaiwen Luo, Yibo Zhang, Lilan Peng, Dexian Wang, Xuehai Tang, Yuanhe Zhang, Xikang Yang, Zhenhong Zhou, Kun Wang, Yang Liu |
| 2026 | AAAI | Exploiting Synergistic Cognitive Biases to Bypass Safety in LLMs. | Xikang Yang, Biyu Zhou, Xuehai Tang, Jizhong Han, Songlin Hu |
| 2026 | ACL | HearSay Benchmark: Do Audio LLMs Leak What They Hear? | Jin Wang, Kaiwen Luo, Liang Lin, Weiliu Wang, Yitian Chen, Moayad Aloqaily, Xuehai Tang, Zhenhong Zhou, Kun Wang, Li Sun, Qingsong Wen |
| 2026 | ACL | More Thinking, Less Talking: Internalizing Deliberative Safety into LLM Parameters. | Guan Wang, Xuehai Tang, Biyu Zhou, Jizhong Han, Songlin Hu |
| 2026 | ACL | Resolving the Security-Auditability Dilemma with Auditable Latent Chain-of-Thought Alignment. | Guan Wang, Biyu Zhou, Xuehai Tang, Jizhong Han, Songlin Hu |
| 2026 | ACL | FABLE: Fine-grained Fact Anchoring for Unstructured Model Editing. | Peng Wang, Biyu Zhou, Xuehai Tang, Jizhong Han, Songlin Hu |
| 2025 | ACL | Chain of Attack: Hide Your Intention through Multi-Turn Interrogation. | Xikang Yang, Biyu Zhou, Xuehai Tang, Jizhong Han, Songlin Hu |
| 2025 | CSCWD | DS-GCG: Enhancing LLM Jailbreaks with Token Suppression and Induction Dual-Strategy. | Xuehai Tang, Xikang Yang, Zhongjiang Yao, Jie Wen, Xi Zhou, Jizhong Han, Songlin Hu |
| 2025 | EMNLP | Gamma-Guard: Lightweight Residual Adapters for Robust Guardrails in Large Language Models. | Lijia Lv, Yuanshu Zhao, Guan Wang, Xuehai Tang, Jie Wen, Jizhong Han, Songlin Hu |
| 2025 | EMNLP | LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing. | Peng Wang, Biyu Zhou, Xuehai Tang, Jizhong Han, Songlin Hu |
| 2025 | ICA3PP | SCoT Guard: A Safety Chain of Thought Guardrail Model. | Yuxuan Lin, Shi Liu, Dongqin Liu, Wei Mi, Xuehai Tang |
| 2025 | ICASSP | AdaPPA: Adaptive Position Pre-Fill Jailbreak Attack Approach Targeting LLMs. | Lijia Lv, Weigang Zhang, Xuehai Tang, Jie Wen, Feng Liu, Jizhong Han, Songlin Hu |
| 2025 | ICASSP | Segment-Recurrent Transformer with Multi-Scale Fusion for Long-Term Time Series Forecasting. | Ziang Yang, Lingwei Wei, Biyu Zhou, Xuehai Tang, Ruixuan Li, Songlin Hu |
| 2024 | ECAI | Breaking the Weak Semantics Bottleneck of Transformers in Time Series Forecasting. | Ziang Yang, Biyu Zhou, Xuehai Tang, Ruixuan Li, Songlin Hu |
| 2024 | EuroPar | Quartet: A Holistic Hybrid Parallel Framework for Training Large Language Models. | Weigang Zhang, Biyu Zhou, Xing Wu, Chaochen Gao, Zhibing Liu, Xuehai Tang, Ruixuan Li, Jizhong Han, Songlin Hu |
| 2024 | ICONIP | ProFetch: Accelerate Deep Recommendation System Training with Proactively Designed Data Layout and Dynamic Prefetching. | Zhibing Liu, Biyu Zhou, Weigang Zhang, Xuehai Tang, Ruixuan Li, Songlin Hu |
| 2024 | IJCNN | EthGAN: Improving Ethereum Account Classification Accuracy via Data Augmentation. | Xuehai Tang, Zhongjiang Yao, Huazhen Zhong, Guan Wang, Yuanshu Zhao, Xiaodan Zhang, Jizhong Han |
| 2024 | ISPA | Reinforcement Learning-powered Effectiveness and Efficiency Few-shot Jailbreaking Attack LLMs. | Xuehai Tang, Zhongjiang Yao, Jie Wen, Yangchen Dong, Jizhong Han, Songlin Hu |
| 2023 | DAC | MixPipe: Efficient Bidirectional Pipeline Parallelism for Training Large-Scale Models. | Weigang Zhang, Biyu Zhou, Xuehai Tang, Zhaoxing Wang, Songlin Hu |
| 2023 | DASFAA | Orthrus: A Dual-Branch Model for Time Series Forecasting with Multiple Exogenous Series. | Ziang Yang, Biyu Zhou, Xuehai Tang, Ruixuan Li, Songlin Hu |
| 2023 | HPCC | Translets: Toward Explainable Phishing Fraud Detection in Ethereum. | Xikang Yang, Biyu Zhou, Xuehai Tang, Xiaodan Zhang, Jizhong Han, Songlin Hu |
| 2023 | ICA3PP | A Multi-source Domain Adaption Approach to Minority Disk Failure Prediction. | Wang Wang, Xuehai Tang, Biyu Zhou, Yangchen Dong, Yuanhang Feng, Jizhong Han, Songlin Hu |
| 2023 | IPCCC | UDAD: An Accurate Unsupervised Database Anomaly Detection Method. | Huazhen Zhong, Fan Zhang, Yining Zhao, Weifang Zhang, Wenjie Xiao, Xuehai Tang, Liangjun Zang |
| 2022 | IWQoS | Improving disk failure detection accuracy via data augmentation. | Wang Wang, Xuehai Tang, Biyu Zhou, Wenjie Xiao, Jizhong Han, Songlin Hu |
| 2021 | ICA3PP | Fed-Tra: Improving Accuracy of Deep Learning Model on Non-iid in Federated Learning. | Wenjie Xiao, Xuehai Tang, Biyu Zhou, Wang Wang, Yangchen Dong, Liangjun Zang, Jizhong Han, Songlin Hu |
| 2021 | ICCS | Grasp the Key: Towards Fast and Accurate Host-Based Intrusion Detection in Data Centers. | Mengtian Gu, Biyu Zhou, Fengyang Du, Xuehai Tang, Wang Wang, Liangjun Zang, Jizhong Han, Songlin Hu |
| 2019 | HPCC | Nanily: A QoS-Aware Scheduling for DNN Inference Workload in Clouds. | Xuehai Tang, Peng Wang, Qiuyang Liu, Wang Wang, Jizhong Han |
| 2019 | IPCCC | Jily: Cost-Aware AutoScaling of Heterogeneous GPU for DNN Inference in Public Cloud. | Zhaoxing Wang, Xuehai Tang, Qiuyang Liu, Jizhong Han |
| 2018 | ICA3PP | Sibyl: Host Load Prediction with an Efficient Deep Learning Model in Cloud Computing. | Zhiyuan Zhang, Xuehai Tang, Jizhong Han, Peng Wang |
| 2018 | ICCD | OME: An Optimized Modeling Engine for Disk Failure Prediction in Heterogeneous Datacenter. | Yanwen Xie, Dan Feng, Fang Wang, Xinyan Zhang, Jizhong Han, Xuehai Tang |
| 2018 | ISPA | Fisher: An Efficient Container Load Prediction Model with Deep Neural Network in Clouds. | Xuehai Tang, Qiuyang Liu, Yangchen Dong, Jizhong Han, Zhiyuan Zhang |
| 2014 | ICA3PP | Performance Evaluation of Light-Weighted Virtualization for PaaS in Clouds. | Xuehai Tang, Zhang Zhang, Min Wang, Yifang Wang, Qingqing Feng, Jizhong Han |