Guoqing Wang
2 papers · Latest:
Machine Learning
DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data
DR-Venus is a 4B deep research agent trained on only 10K open data, outperforming larger models for edge-scale deployment.
2604.19859
Software EngineeringTestDecision: Sequential Test Suite Generation via Greedy Optimization and Reinforcement Learning
TestDecision uses greedy optimization and RL to enable open-source LLMs to generate high-quality, sequential test suites, boosting coverage and bug detection.
2604.01799
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