I am a Ph.D. student in Northeastern University starting from fall 2024, supervised by Prof. Hongyang (Ryan) Zhang. Previously, I received the B.Eng. degree from CS, ZJU in 2021 and M.S. degree from ZJU in 2024. My current research focuses on algorithms in machine learning.
🔥 News
- 2024.09: I moved to Northeastern Univserisity as a PhD student.
- 2024.03: I graduated from Zhejiang University.
📝 Publications
- Scalable Multi-Objective and Meta Reinforcement Learning via Gradient Estimation, Zhenshuo Zhang, Minxuan Duan, Youran Ye, Hongyang R. Zhang, AAAI 2026
- Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation, Ziniu Zhang*, Zhenshuo Zhang*, Dongyue Li, Lu Wang, Jennifer Dy, Hongyang R. Zhang, EMNLP 2025 (main)
Prior to my Ph.D. study
- GraphControl: Adding Conditional Control to Universal Graph Pre-trained Models for Graph Domain Transfer Learning, Yun Zhu, Yaoke Wang, Haizhou Shi, Zhenshuo Zhang, Dian Jiao, Siliang Tang, WWW 2024
- MARIO: Model Agnostic Recipe for Improving OOD Generalization of Graph Contrastive Learning, Yun Zhu, Haizhou Shi, Zhenshuo Zhang, Siliang Tang, WWW 2024
- Structure-Aware Group Discrimination with Adaptive-View Graph Encoder: A Fast Graph Contrastive Learning Framework, Zhenshuo Zhang, Yun Zhu, Haizhou Shi, Siliang Tang, ECAI 2023
📖 Educations
- 2024.09 - now, Northeastern University
- 2021.09 - 2024.03, Zhejiang University
- 2017.09 - 2021.06, Zhejiang University