Scholar
Liu Ren
Google Scholar ID: 6NfC90UAAAAJ
VP and Chief Scientist, Scalable and Assistive AI, ADAS AI, Bosch Research North America (BCAI)
Artificial Intelligence
ADAS AI
Visual Analytics
Computer Vision
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Citations & Impact
All-time
Citations
3,562
H-index
30
i10-index
68
Publications
20
Co-authors
41
list available
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Publications
38 items
Refine Connections, Close the Gap: A Reliable Enhancement Framework for Driving Scene Topology
2026
Cited
0
From Sight to Foresight: Predictive Spatial Reasoning in Vision-Language Models
2026
Cited
0
From Fragments to Global Maps: Learning Vectorized Map Aggregation with Large Language Models
2026
Cited
0
Scaling Curriculum Learning For Autonomous Driving
2026
Cited
0
Plover: Steering GUI Agents through Plan-Centric Interaction
2026
Cited
0
Scaling Expert Feedback with Reflective Edit Propagation in Compositional Knowledge Bases
2026
Cited
0
Pantheon360: Taming Digital Twin Generation via 3D-Aware 360° Video Diffusion
2026
Cited
0
EmbodiedMidtrain: Bridging the Gap between Vision-Language Models and Vision-Language-Action Models via Mid-training
2026
Cited
0
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Resume
Academic Achievements
Published over 80 papers in top-tier AI and computer science conferences and journals
Holds over 70 patents under Bosch
2024 Bosch Innovation Award Finalist: SliceTeller for Fast Corner Case Identification and Summarization for AI in ADAS and Consumer Goods
Best Paper Honorable Mention, IEEE Visualization 2022: Automatic Edge Case Discovery for Automated Driving
Best Paper Award, IEEE VAST 2020: First Visual Analytics and XAI Solution for ML Model Validation in Automated Driving
CES 2020 Best of Innovation Award: Visual Visor (with Bosch NA Car Multimedia team)
World’s Top 10 Industry 4.0 Innovation Award 2019: Bosch Intelligent Glove (with Bosch China Automotive Electronics team)
Best Paper Award, IEEE VAST 2018: Key Visual Analytics Innovation for IoT
Best Paper Honorable Mention, IEEE Visualization 2016: First Visual Analytics Innovation for Smart Manufacturing (I4.0)
Co-authors
14 total
Liang Gou
Director of AI at Splunk, ex-#LikeABosch, ex-Visa, ex-IBMer
Panpan Xu
Principal Applied Scientist, AWS AI/ML
Xinyu Huang
Robert Bosch LLC - Research and Technology Center
Wenbin He
Senior Research Manager and Lead Scientist at Bosch
Yuliang Guo
Bosch Research North America - Formerly @ Baidu Apollo, Brown University (PhD)
Huan Song
Amazon AWS AI
Ruigang Yang
Baidu Research/Professor of Computer Science, University of Kentucky
Xiaoming Liu
Anil K. and Nandita Jain Endowed Professor; MSU Foundation Professor, CSE, Michigan State University