Hanyu Lin

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Papers on Lattice

Total citations

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (1)Tool Use & Agents (1)Reasoning & Chain-of-Thought (1)Scalable Oversight & Alignment Theory (1)

Frequent co-authors

Hanwu Chen (1)Zhanjiang Yang (1)Linhao Zhang (1)Aoyan Li (1)

Papers (2)

Sep 7, 2026

Affiliation:2w ago

EnvPilot: Systematic Design and Evaluation of an Experience-Augmented Agent for Software Environment Setup

Turning messy execution traces into structured episodic memory stops agents from repeating failed terminal commands, boosting autonomous environment setup to a 75% Pass@1 rate across nine programming languages.

Hanwu Chen, Hanyu Lin, Zhanjiang Yang +5

Code Generation & Program Synthesis Tool Use & Agents

Jun 15, 2026

Affiliation:Jun 15, 2026·also Shenzhen University, UAlberta

Tyler: Typed Latent Reasoning for Language Models -- When to Think, What to Compute, and How Much to Allocate

Tyler's adaptive reasoning framework boosts LLM accuracy by up to 14.49 points, redefining how models manage computational resources in real-time.

Hanyu Lin, Jiawei Wen, Haodi Zhang

Reasoning & Chain-of-Thought Scalable Oversight & Alignment Theory

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Hanyu Lin

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)