Junsong Li

MS student, School of Computer Science and Technology, East China Normal University

Joined

October 2023

Names

Junsong Li (Preferred)

Emails

****@webmail.hzau.edu.cn (Confirmed)

****@stu.ecnu.edu.cn (Confirmed)

Personal Links

Career & Education History

MS student

School of Computer Science and Technology, East China Normal University (ecnu.edu.cn)

2024 – 2027

Undergrad student

College of Informatics, Huazhong Agricultural University (hzau.edu.cn)

2020 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

A survey of slow thinking-based reasoning LLMs using reinforcement learning and test-time scaling law
Qianjun Pan, Wenkai Ji, Yuyang Ding, Junsong Li, Shilian Chen, Junyi Wang, Jie Zhou, Qin Chen, Min Zhang, Yulan Wu, Liang He
- Inf. Process. Manag. 2026
- Readers: Everyone
A Benchmark for Self-Evolving Agents via Experience-Driven Lifelong Learning
Yuxuan Cai, Yipeng Hao, Jie Zhou, Hang Yan, Zhikai Lei, Rui Zheng, Zhenhua Han, Yutao Yang, Junsong Li, Qianjun Pan, Tianyu Huai, Qin Chen, Kai Chen, Bo Zhang, Xipeng Qiu, Liang He
- Submitted to ICLR 2026
- Readers: Everyone
LifeAlign: Lifelong Alignment for Large Language Models with Memory-Augmented Focalized Preference Optimization
Junsong Li, Jie Zhou, Bihao Zhan, Yutao Yang, Qianjun Pan, Shilian Chen, Tianyu Huai, Xin Li, Qin Chen, Liang He
- CoRR 2025
- Readers: Everyone
Forget What's Sensitive, Remember What Matters: Token-Level Differential Privacy in Memory Sculpting for Continual Learning
Bihao Zhan, Jie Zhou, Junsong Li, Yutao Yang, Shilian Chen, Qianjun Pan, Xin Li, Wen Wu, Xingjiao Wu, Qin Chen, Hang Yan, Liang He
- CoRR 2025
- Readers: Everyone
Black-box Model Merging for Language-Model-as-a-Service with Massive Model Repositories
Shilian Chen, Jie Zhou, Tianyu Huai, Yujiang Lu, Junsong Li, Bihao Zhan, Qianjun Pan, Yutao Yang, Xin Li, Qin Chen, Hang Yan, Liang He
- CoRR 2025
- Readers: Everyone
Building Self-Evolving Agents via Experience-Driven Lifelong Learning: A Framework and Benchmark
Yuxuan Cai, Yipeng Hao, Jie Zhou, Hang Yan, Zhikai Lei, Rui Zhen, Zhenhua Han, Yutao Yang, Junsong Li, Qianjun Pan, Tianyu Huai, Qin Chen, Xin Li, Kai Chen, Bo Zhang, Xipeng Qiu, Liang He
- CoRR 2025
- Readers: Everyone
A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law
Qianjun Pan, Wenkai Ji, Yuyang Ding, Junsong Li, Shilian Chen, Junyi Wang, Jie Zhou, Qin Chen, Min Zhang, Yulan Wu, Liang He
- CoRR 2025
- Readers: Everyone
Reinforced Interactive Continual Learning via Real-time Noisy Human Feedback
Yutao Yang, Jie Zhou, Junsong Li, Qianjun Pan, Bihao Zhan, Qin Chen, Xipeng Qiu, Liang He
- CoRR 2025
- Readers: Everyone
Teaching LLMs for Step-Level Automatic Math Correction via Reinforcement Learning
Junsong Li, Jie Zhou, Yutao Yang, Bihao Zhan, Qianjun Pan, Yuyang Ding, Qin Chen, Jiang Bo, Xin Lin, Liang He
- CoRR 2025
- Readers: Everyone
Keyword-Oriented Multimodal Modeling for Euphemism Identification
Yuxue Hu, Junsong Li, Meixuan Chen, Dongyu Su, Tongguan Wang, Ying Sha
- CoRR 2025
- Readers: Everyone

View all 17 publications

Co-Authors

View all 46 co-authors