LMEraser: Large Model Unlearning via Adaptive Prompt Tuning. Jie Xu, Zihan Wu, Cong Wang, Xiaohua Jia (2025). AISTATS 2025.
LiveVal: Real-time and Trajectory-based Data Valuation via Adaptive Reference Points. Jie Xu, Zihan Wu, Cong Wang, Xiaohua Jia (2025). CIKM 2025.
Adaptive and Scalable Blockchain Systems. Jie Xu, Xiaohua Jia (2025). Springer Nature.
The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions. Wenbo Pan, Zhichao Liu, Qiguang Chen, Xiangyang Zhou, Haining Yu, Xiaohua Jia (2025). International Conference on Machine Learning (ICML).
Scaling SCIERA: A Journey Through the Deployment of a Next-generation Network. François Wirz, Marten Gartner, Jelte van Bommel, Elham Ehsani Moghadam, Grace H. Cimaszewski, Anxiao He, Yizhe Zhang, Henry Birge-Lee, Felix Kottmann, Cyrill Krähenbühl, Jonghoon Kwon, Kyveli Mavromati, Liang Wang, Daniel Bertolo, Marco Canini, Buseung Cho, Ronaldo A. Ferreira, Simon Peter Green, David Hausheer, Junbeom Hur, Xiaohua Jia, Heejo Lee, Prateek Mittal, Omo Oaiya, Chanjin Park, Adrian Perrig, Jerry Sobieski, Yixin Sun, Cong Wang, Klaas Wierenga (2025). Proceedings of the ACM SIGCOMM 2025 Conference.
PrivAGM: Secure Construction of Differentially Private Directed Attributed Graph Models on Decentralized Social Graphs. Songlei Wang, Yifeng Zheng, Xiaohua Jia, Haibo Hu (2025). Proc. VLDB Endow..
Machine Unlearning: Solutions and Challenges. Jie Xu, Zihan Wu, Cong Wang, Xiaohua Jia (2024). IEEE Transactions on Emerging Topics in Computational Intelligence.
Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale. Wenzhen Zheng, Wenbo Pan, Xu Xu, Libo Qin, Li Yue, Ming Zhou (2024). Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP).
Label Noise Correction for Federated Learning: A Secure, Efficient and Reliable Realization. Haodi Wang, Tangyu Jiang, Yu Guo, Fangda Guo, Rongfang Bie, Xiaohua Jia (2024). IEEE 40th International Conference on Data Engineering (ICDE).
X-Shard: Optimistic Cross-Shard Transaction Processing for Sharding-Based Blockchains. Jie Xu, Yulong Ming, Zihan Wu, Cong Wang, Xiaohua Jia (2024). IEEE Transactions on Parallel and Distributed Systems.