Selected Publications

Journal Articles

• [TMC] HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models
  Z. Lin, Y. Zhang, Z. Chen, Z. Fang, X. Chen, P. Vepakomma, W. Ni, J. Luo, and Y. Gao
  IEEE Transactions on Mobile Computing, 2026 (CCF-A)

• [TPDS] S-Leon: An Efficient Split Learning Framework over Heterogeneous LEO Satellite Networks
  Y. Zhang, Z. Chen, X. Hu, J. Zhao, and Y. Gao
  IEEE Transactions on Parallel and Distributed Systems, 2025 (CCF-A)

• [TMC] LEO-Split: A Semi-Supervised Split Learning Framework over LEO Satellite Networks
  Z. Lin, Y. Zhang, Z. Chen, Z. Fang, C. Wu, X. Chen, Y. Gao, and J. Luo
  IEEE Transactions on Mobile Computing, 2025 (CCF-A)

• [Engineering] SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous Federated Learning Framework
  Y. Zhang, Z. Lin, Z. Chen, Z. Fang, W. Zhu, X. Chen, J. Zhao, and Y. Gao
  Engineering, 2025 (JCR-Q1)

Conference Proceedings

• [NeurIPS'26] AEM: Adaptive Entropy Modulation for Multi-Turn Agentic Reinforcement Learning
  H. Zhao*, S. Zhou*, Y. Zhang*, S. S.-T. Yau, W. Zhang, L. Tian, T. Zhu, Y. Huang, Y. Zeng, J. Gu, Da. Dong and J. Wu
  The Fortieth Annual Conference on Neural Information Processing Systems, 2026 (CCF-A)

• [DAC'26] Towards Fast and Robust Split Federated Learning over Satellite-Based Computing Networks
  Y. Zhang, H. Chen, Z. Lin, W. Zhu, J. Ren, J. Zhao, Y. Gao and Z. Chen
  Design Automation Conference, 2026 (CCF-A)

• [SenSys'26] Enabling Near-realtime Remote Sensing via Satellite–Ground Collaboration of Large Vision–Language Models
  Z. Li, J. Yang, Y. Zhang, Z. Chen, and Y. Gao
  ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems, 2026 (TH-CPL-A, CCF-B)

• [MM'25] A Satellite-Ground Synergistic Large Vision-Language Model System for Earth Observation
  Y. Zhang, J. Yang, Z. Chen, W. Zhu, J. Zhao, and Y. Gao
  ACM International Conference on Multimedia, 2025 (CCF-A)

• [WASA'25] ESL-LEO: An Efficient Split Learning Framework over LEO Satellite Networks
  Z. Lin*, Y. Zhang*, Z. Chen, Z. Fang, Y. Yang, G. Zhang, H. Yang, C. Wu, X. Chen, and Y. Gao
  International Conference on Wireless Artificial Intelligent Computing Systems and Applications, 2025 (CCF-C, Best Paper Award)

• [ICASSP'25] LCFed: An Efficient Clustered Federated Learning Framework for Heterogeneous Data
  Y. Zhang, H. Chen, Z. Lin, Z. Chen, and J. Zhao
  IEEE International Conference on Acoustics, Speech and Signal Processing, 2025 (CCF-B)

• [ICPP'24] Gradient Free Personalized Federated Learning
  H. Chen, Y. Zhang, J. Zhao, X. Wang, and Y. Xu
  ACM International Conference on Parallel Processing, 2024 (CCF-B)