Siheng Chen
4 papers · Latest:
Machine Learning
DataMaster: Towards Autonomous Data Engineering for Machine Learning
DataMaster automates data engineering for ML, using a novel agent framework with tree search, shared data, and memory to boost model performance.
2605.10906
Artificial IntelligenceLongSeeker: Elastic Context Orchestration for Long-Horizon Search Agents
LongSeeker introduces Context-ReAct, an adaptive context management paradigm for long-horizon search agents, significantly improving performance and efficiency.
2605.05191
Artificial IntelligenceOpenSeeker-v2: Pushing the Limits of Search Agents with Informative and High-Difficulty Trajectories
OpenSeeker-v2 achieves state-of-the-art search agent performance using simple SFT and high-difficulty trajectories, surpassing complex industrial models.
2605.04036
InCoder-32B-Thinking: Industrial Code World Model for Thinking
InCoder-32B-Thinking generates expert reasoning traces for industrial code by combining error-driven chain-of-thought with a hardware-aware world model.
2604.03144
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