Shuyue Hu

Affiliation:

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Tool Use & Agents (2)Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)Natural Language Processing (1)

Frequent co-authors

Lei Bai (2)Hao-Yang Yan (1)Min-Le Su (1)Hangfan Zhang (1)Zhan-Hao Li (1)C. Zhang (1)Shao Zhang (1)Yang Chen (1)

Papers (2)

Sep 1, 2026

Sep 1, 2026·also Affiliation:, Northeastern

Harness-of-Harness: Multi-Day Autonomous Software Development with Continual Improvement

Coding agents using the Harness-of-Harness framework can achieve over 52% performance improvement in autonomous software development, revolutionizing how we approach LLM-based coding tasks.

Hao-Yang Yan, Min-Le Su, Hangfan Zhang +6

Code Generation & Program Synthesis Tool Use & Agents

Mar 2, 2026

Mar 2, 2026·also Apple ML, Affiliation:, School of Computer Science, Shanghai AI Lab

Organizing, Orchestrating, and Benchmarking Agent Skills at Ecosystem Scale

Structured composition unlocks significantly better agent performance compared to flat skill invocation, even with the same skill set.

Hao Li, Chunjiang Mu, Jianhao Chen +7

Eval Frameworks & Benchmarks Natural Language Processing Tool Use & Agents

Shuyue Hu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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Shuyue Hu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)