Haoran Shi

PhD student, CCDS, Nanyang Technological University

Joined

March 2025

Names

Haoran Shi (Preferred)

Emails

****@e.ntu.edu.sg (Confirmed)

Personal Links

Career & Education History

PhD student

CCDS, Nanyang Technological University (ntu.edu.sg)

2025 – 2029

Advisors, Relations & Conflicts

PhD Advisor

2025 – 2029

Expertise

Federated learning

2025 – 2029

Publications

AnomSeer: Reinforcing Multimodal LLMs to Reason for Time-Series Anomaly Detection
Junru Zhang, Lang Feng, Haoran Shi, Xu Guo, Han Yu, Yabo Dong, Duanqing Xu
- Submitted to ICLR 2026
- Readers: Everyone
Provably Continual Unlearning for Large Language Model
Haoran Shi, Hao Zhu, Han Yu, Lizhen Cui, Yifei Zhang, Piotr Koniusz
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Towards Interference-Free One-Shot Federated Learning via Frequency Domain Aggregation
Haoran Shi, Yifei Zhang, Hao Zhu, Conghao Xiong, Zengxiang Li, Irwin King, Piotr Koniusz, Han Yu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CrossSpectra: Exploiting Cross-Layer Smoothness for Parameter-Efficient Fine-Tuning
Yifei Zhang, Hao Zhu, Junhao Dong, Haoran Shi, Ziqiao Meng, Piotr Koniusz, Han Yu
- NeurIPS 2025 poster
- Readers: Everyone
Efficient Asynchronous Multi-Participant Vertical Federated Learning
Haoran Shi, Yonghui Xu, Yali Jiang, Han Yu, Lizhen Cui
- IEEE Trans. Big Data 2024
- Readers: Everyone
Shortest path core-selection incentive for federated learning platform with medical applications
Yali Jiang, Haoran Shi, Zehua Sun, Jingyuan Ding, Fanyu Kong
- Comput. Biol. Medicine 2023
- Readers: Everyone

Co-Authors