| 2026 | EuroSys | MegaScale-Data: Scaling DataLoader for Multisource Large Foundation Model Training. | Juntao Zhao, Qi Lu, Wei Jia, Borui Wan, Lei Zuo, Junda Feng, Jianyu Jiang, Yangrui Chen, Shuaishuai Cao, Jialing He, Kaihua Jiang, Yuanzhe Hu, Shibiao Nong, Yanghua Peng, Haibin Lin, Chuan Wu |
| 2026 | PAKDD | HiMoE-CCTC: A Hierarchical Mixture-of-Experts Framework for Citizen Complaint Text Classification. | Jialing He, Li Li, Jiahe Liu, Yanming Gong, Dan Huang, Juan Wang |
| 2025 | ACL | S-RAG: A Novel Audit Framework for Detecting Unauthorized Use of Personal Data in RAG Systems. | Zhirui Zeng, Jiamou Liu, Meng-Fen Chiang, Jialing He, Zijian Zhang |
| 2025 | WWW | Model Supply Chain Poisoning: Backdooring Pre-trained Models via Embedding Indistinguishability. | Hao Wang, Shangwei Guo, Jialing He, Hangcheng Liu, Tianwei Zhang, Tao Xiang |
| 2025 | TrustCom | Overcoming Data Mining in Blockchain-Based Covert Communication: Transaction Withdrawal and Multisig Embedding. | Jialing He, Zhuo Chen, Yijing Lin, Jiacheng Wang, Liehuang Zhu, Zhu Han, Rahim Tafazolli, Tao Xiang |
| 2024 | INFOCOM | A Generic Blockchain-based Steganography Framework with High Capacity via Reversible GAN. | Zhuo Chen, Liehuang Zhu, Peng Jiang, Jialing He, Zijian Zhang |
| 2023 | AAAI | MSDC: Exploiting Multi-State Power Consumption in Non-intrusive Load Monitoring Based on a Dual-CNN Model. | Jialing He, Jiamou Liu, Zijian Zhang, Yang Chen, Yiwei Liu, Bakh Khoussainov, Liehuang Zhu |