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cs.GT2026
First-Order Bilevel Optimization for Non-truthful Auction Design
Shing-Hei Ho, April Niu, Ellen Vitercik +1
Automated mechanism design has enabled the learning of complex auction mechanisms using neural networks. However, designing non-truthful auctions remains challenging because bidder…
cs.RO2026
Bayesian Retraction Optimization for Tissue Attachment Mapping in Surgical Dissection
Shing-Hei Ho, Bao Thach, Toan Vo +2
With growing surgeon shortages, automating surgical sub-tasks such as tissue dissection offers a promising step toward reducing workload and expanding patient access. Prior work ha…