Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
portfolio
Portfolio item number 2
Short description of portfolio item number 2 
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.