David Lo

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (2)Eval Frameworks & Benchmarks (1)Open-Source Models & Weights (1)Inference & Quantization (1)

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Chengran Yang (2)Guoqing Wang (1)Xiaoxuan Zhou (1)Zeyu Sun (1)

Papers (2)

Apr 2, 2026

3w ago·also BJTU, CAS, Northeastern, SMU

TestDecision: Sequential Test Suite Generation via Greedy Optimization and Reinforcement Learning

Open-source LLMs can generate test suites rivaling GPT-4.2's quality, thanks to a new framework that treats test generation as a greedy optimization problem solvable via reinforcement learning.

Guoqing Wang, Chengran Yang, Xiaoxuan Zhou +4

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Open-Source Models & Weights

Apr 1, 2026

Zhensu Sun +63w ago

Executing as You Generate: Hiding Execution Latency in LLM Code Generation

LLMs can generate code 55% faster by executing code *while* generating it, challenging the traditional generate-then-execute paradigm.

Zhensu Sun, Zhihao Lin, Zhi Chen +4

Code Generation & Program Synthesis Inference & Quantization Tool Use & Agents

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David Lo

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)