I am a 4th-year Ph.D. student from the School of Computer Science, Fudan University. My research interests include

  • natural language processing,
  • efficient machine learning and downstream adaptation and
  • scaling of reinforcement learning.

I am fortunate to be advised by Prof. Yu Wang and Prof. Ya Zhang. My CV is available here.

🎓 Educations

  • 2023.06 - Current, Fudan University logo Fudan University, School of Computer Science, Shanghai, Ph.D.
  • 2019.09 - 2023.06, Shanghai Jiao Tong University logo Shanghai Jiao Tong University, School of Electronic Information and Electrical Engineering, Shanghai, Bachelor Degree

📝 Publications

Highlight


DECS: decoupled rewards and curriculum scheduling overview
ICLR 2026 Oral

Overthinking Reduction with Decoupled Rewards and Curriculum Data Scheduling

Shuyang Jiang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang

NoRM: reserved majority fine-tuning overview
ICLR 2025 Spotlight

Fine-Tuning with Reserved Majority for Noise Reduction

Shuyang Jiang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang

Miner: data-efficient RL framework overview
ACL 2026 Main

Miner: Mining Intrinsic Mastery for Data-Efficient RL in Large Reasoning Models

Shuyang Jiang, Yuhao Wang, Ya Zhang, Yanfeng Wang, Yu Wang

MedS3: medical slow thinking framework overview
AAAI 2026 Poster

MedS3: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision

Shuyang Jiang, Yusheng Liao, Zhe Chen, Ya Zhang, Yanfeng Wang, Yu Wang

TAIA: out-of-distribution data learning overview
NeurIPS 2024 Poster

TAIA: Large Language Models Are Out-of-Distribution Data Learners

Shuyang Jiang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang

CAB: long sequence attention benchmark overview
ICML 2023

CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling

Jun Zhang, Shuyang Jiang, Jiangtao Feng, Lin Zheng, Lingpeng Kong

SelfEvolve: code evolution framework overview
arXiv 2023 Preprint

SelfEvolve: A Code Evolution Framework via Large Language Models

Shuyang Jiang, Yuhao Wang, Yu Wang

Others


ReflecTool: reflection-aware clinical agent overview
ACL 2025 Oral

ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents

Yusheng Liao, Shuyang Jiang, Yanfeng Wang, Yu Wang

SeMob: urban mobility prediction overview
EMNLP 2025 Main

SeMob: Semantic Synthesis for Dynamic Urban Mobility Prediction

Runfei Chen, Shuyang Jiang, Wei Huang

MedCare: clinical alignment framework overview
EMNLP 2024 Findings

MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation

Yusheng Liao, Shuyang Jiang, Zhe Chen, Yanfeng Wang, Yu Wang

EvoR: evolving retrieval for code generation overview
EMNLP 2024 Findings

EvoR: Evolving Retrieval for Code Generation

Hongjin Su, Shuyang Jiang, Yuhang Lai, Haoyuan Wu, Boao Shi, Che Liu, Qian Liu, Tao Yu

💻 Internships

  • 2022.01 - 2023.04, Shanghai Artificial Intelligence Laboratory, Intern Researcher
  • 2026.07 - present, Tencent Workbuddy Team, Intern Researcher