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Ziniu Wu

4 accepted papers

2026

KRAMABENCH: A Benchmark for AI Systems on Data-to-Insight Pipelines over Data Lakes

ICLR 2026poster

Discovering insights from a real-world data lake potentially containing unclean, semi-structured, and unstructured data requires a variety of data processing tasks, ranging from extraction and cleaning to integration, analysis, and modeling. This process often also demands domain knowledge and proje…

Cited by 0SourcecodeScholar
2025

AlignBot: Aligning VLM-Powered Customized Task Planning with User Reminders Through Fine-Tuning for Household Robots

ICRA 2025

This paper presents AlignBot, a novel framework designed to optimize VLM-powered customized task planning for household robots by effectively aligning with user reminders. In domestic settings, aligning task planning with user reminders poses significant challenges due to the limited quantity, diver

Cited by 9SourceScholar
2025

FastUMI: A Scalable and Hardware-Independent Universal Manipulation Interface with Dataset

CoRL 2025poster

Real-world manipulation datasets for robotic arms remain scarce due to the high costs, rigid hardware dependencies, and complex setup procedures associated with existing data collection methods. We introduce, a redesigned Universal Manipulation Interface (UMI) that addresses these challenges, enabli…

Cited by 0SourceScholar
2025

Tendon-driven Grasper Design for Aerial Robot Perching on Tree Branches

IROS 2025

Protecting and restoring forest ecosystems has become an important conservation issue. Although various robots have been used for field data collection to protect forest ecosystems, the complex terrain and dense canopy make the data collection less efficient. To address this challenge, an aerial pla

Cited by 2SourcecodeScholar