Portfolio item number 2
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portfolio
publications
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Transactions on Machine Learning Research (TMLR)
Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, et al.
Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning
ACL 2026 Main Conference
Zelin Tan, Hejia Geng, Xiaohang Yu, Mulei Zhang, Guancheng Wan, et al.
AgentAsk: Multi-Agent Systems Need to Ask
ACL 2026 Main Conference
Bohan Lin, Kuo Yang, Zelin Tan, Yingchuan Lai, Chen Zhang, et al.
SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks
Published:
Xiangyi Li, Yimin Liu, Wenbo Chen, et al., including Zelin Tan.
PAPO: Stabilizing Rubric Integration Training via Decoupled Advantage Normalization
Published:
Zelin Tan, Zhouliang Yu, Bohan Lin, Zijie Geng, Hejia Geng, et al.
Select-then-Solve: Paradigm Routing as Inference-Time Optimization for LLM Agents
Published:
Heng Zhou, Zelin Tan, Zhemeng Zhang, Yutao Fan, Yibing Lin, et al.
Parametric Skills
Published:
Xuan Zhao, Haonan He, Qingyu Yang, Minglei Li, Jingqi Ye, Zelin Tan, Bo Wan, and Peng Ye.
Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent
Published:
Lei Bai, Zongsheng Cao, Yang Chen, et al., including Zelin Tan.
SKT: Skill-Use Training at Scale via Verified Synthetic Data Generation
Published:
Zelin Tan, Yiqun Zhang, Hao Li, Zhiyao Cui, Hejia Geng, et al.
AgentPanel: Toward a New Paradigm for Human-AI Collaboration in Exploring Scientific Questions
Published:
Zhiyao Cui, Qianyi Wang, Haoyang Yan, Yiqun Zhang, Siyue Ren, Hangfan Zhang, Zelin Tan, et al.
talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.