Zelin Tan

Shanghai Artificial Intelligence Laboratory

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Tool Use & Agents (2)Data Curation & Synthetic Data (1)Architecture Design (Transformers, SSMs, MoE) (1)Scaling Laws & Emergent Abilities (1)

Frequent co-authors

Yiqun Zhang (2)Zhiyao Cui (2)Shuyue Hu (2)Hejia Geng (1)

Papers (2)

Aug 3, 2026

3w ago·also Apple ML, Affiliation:

SKT: Skill-Use Training at Scale via Verified Synthetic Data Generation

Verified data synthesis can dramatically elevate the skill-use performance of language models, producing thousands of executable trajectories that enhance agent capabilities.

Zelin Tan, Yiqun Zhang, Zhiyao Cui +7

Data Curation & Synthetic Data Tool Use & Agents

Jun 29, 2026

Jun 29, 2026·also Apple ML, Affiliation:, Fudan, Shanghai AI Lab

Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent

Achieving trillion-parameter performance with just 35 billion parameters by scaling agent horizons reveals a new frontier in model efficiency.

Lei Bai, Lei Bai, Zongsheng Cao +78

Architecture Design (Transformers, SSMs, MoE)Scaling Laws & Emergent Abilities Tool Use & Agents

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Zelin Tan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)