1.9k citations
- Harvard UniversityUS15 papers
- Robert Bosch (Slovenia)SI15 papers
- Carnegie Mellon UniversityUS14 papers
- Robert Bosch (Germany)DE9 papers
- École Polytechnique Fédérale de LausanneCH8 papers
- Lawrence Berkeley National LaboratoryUS8 papers
- University of MichiganUS8 papers
- Ludwig-Maximilians-Universität MünchenDE6 papers
- Massachusetts Institute of TechnologyUS6 papers
- University of ChicagoUS6 papers
- Central Michigan UniversityUS5 papers
- Excellence Cluster UniverseDE5 papers
97 papers
Scaling Expert Feedback with Reflective Edit Propagation in Compositional Knowledge Bases
Jiajing Guo, Xueming Li, Jorge Piazentin Ono +2
Domain-specific knowledge bases (KBs) encode vertical expertise and proprietary information that organizations depend on, but curating them at scale is a persistent challenge. Alth…
ConSearcher: Supporting Conversational Information Seeking in Online Communities with Member Personas
Shiwei Wu, Xinyue Chen, Yuheng Liu +5
Many people browse online communities to learn from others' experiences and opinions, e.g., for constructing travel plans. Conversational search powered by large language models (L…
VISTA: A Visual Analytics Framework to Enhance Foundation Model-Generated Data Labels
Xiwei Xuan, Xiaoqi Wang, Wenbin He +4
The advances in multi-modal foundation models (FMs) (e.g., CLIP and LLaVA) have facilitated the auto-labeling of large-scale datasets, enhancing model performance in challenging do…
CoopReflect: Towards Natural Language Communication for Cooperative Autonomous Driving via Multi-Agent Learning
Jiaxun Cui, Chen Tang, Jarrett Holtz +4
Past work has demonstrated that autonomous vehicles can drive more safely if they communicate with each other. However, this communication is usually not human-understandable. Usin…
InterChat: Enhancing Generative Visual Analytics using Multimodal Interactions
Juntong Chen, Jiang Wu, Jiajing Guo +6
The rise of Large Language Models (LLMs) and generative visual analytics systems has transformed data-driven insights, yet significant challenges persist in accurately interpreting…
Polymer Composites Informatics for Flammability, Thermal, Mechanical and Electrical Property Predictions
Huan Tran, Chiho Kim, Rishi Gurnani +8
Polymer composite performance depends significantly on the polymer matrix, additives, processing conditions, and measurement setups. Traditional physics-based optimization methods…