| 2026 | AAAI | Exploiting Synergistic Cognitive Biases to Bypass Safety in LLMs. | Xikang Yang, Biyu Zhou, Xuehai Tang, Jizhong Han, Songlin Hu |
| 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 | EMNLP | LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing. | Peng Wang, Biyu Zhou, Xuehai Tang, 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 | SMC | Parquet-Based CTR Model Training in Production Environment. | Zhibing Liu, Jinrong Guo, Biyu Zhou, Xiaokun Zhu, Yongjun Bao, 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 |
| 2022 | HPCC | Fine-grained Spatiotemporal Features-Based for Anomaly Detection in Microservice Systems. | Xikang Yang, Juan Wang, Biyu Zhou, Wang Wang, Wantao Liu, Yangchen Dong |
| 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 | ICA3PP | Workload Prediction and VM Clustering Based Server Energy Optimization in Enterprise Cloud Data Center. | Longchuan Yan, Wantao Liu, Biyu Zhou, Congfeng Jiang, Ruixuan Li, Songlin Hu |
| 2021 | ICCS | TS-Bert: Time Series Anomaly Detection via Pre-training Model Bert. | Weixia Dang, Biyu Zhou, Lingwei Wei, Weigang Zhang, Ziang Yang, 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 |
| 2020 | ICCCN | PStream: Priority-Based Stream Scheduling for Heterogeneous Paths in Multipath-QUIC. | Xiang Shi, Lin Wang, Fa Zhang, Biyu Zhou, Zhiyong Liu |
| 2019 | ICPADS | Bridging Server and Cooling: Toward Effective Energy Management in Data Centers. | Biyu Zhou, Xiaohui Song, Xiang Shi, Yijun Lu, Songlin Hu |
| 2017 | GLOBECOM | Joint Optimization of Server and Network Resource Utilization in Cloud Data Centers. | Biyu Zhou, Jie Wu, Lin Wang, Fa Zhang, Zhiyong Liu |
| 2017 | ICPADS | Online Flow Scheduling with Deadline for Energy Conservation in Data Center Networks. | Biyu Zhou, Jie Wu, Lin Wang, Fa Zhang, Zhiyong Liu |
| 2017 | IPCCC | Resource optimization for survivable embedding of virtual clusters in cloud data centers. | Biyu Zhou, Jie Wu, Fa Zhang, Zhiyong Liu |
| 2014 | LANMAN | DEER: A distributed routing scheme for achieving network energy efficiency. | Biyu Zhou, Lin Wang, Fa Zhang, Xibo Jin, Zhiyong Liu |