2 citations · 3 across the 6 of their papers we have counts for
Showing 2026Show all
3 papers · 1 filter
cs.MA2026
Agents that Matter: How Subtle Choices Shape Agent Attribution in Multi-Agent Systems
Mingyu Lu, Yushan Huang, Chris Lin +1
As multi-agent systems (MAS) become increasingly complex, identifying the contributions of agents is critical for system optimization. However, existing approaches lack a unified f…
cs.AI2026★ 2 cited
An AI Co-Data-Scientist for Prioritizing Candidate Biomarkers from Wearable Sensor Data
Yubin Kim, Salman Rahman, Samuel Schmidgall +33
Wearable devices generate continuous physiological and behavioral data, but converting these signals into clinically reviewable biomarker hypotheses remains labor-intensive. We int…
cs.LG2026
SurrogateSHAP: Training-Free Contributor Attribution for Text-to-Image (T2I) Models
Mingyu Lu, Soham Gadgil, Chris Lin +2
As Text-to-Image (T2I) diffusion models are increasingly used in real-world creative workflows, a principled framework for valuing contributors who provide a collection of data is…