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Guangya Cai

3 papers hereh-index 121 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.DB1
  • cs.DS1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

collaborators

3 papers

cs.DS2026

Generalizing Fair Top-k Selection: An Integrative Approach

Guangya Cai

Fair top-k selection, which ensures appropriate proportional representation of members from minority or historically disadvantaged groups among the top-k selected candidates, h…

cs.DB2026

Finding a Fair Scoring Function for Top-k Selection: From Hardness to Practice

Guangya Cai

Selecting a subset of the k "best" items from a dataset of n items, based on a scoring function, is a key task in decision-making. Given the rise of automated decision-making s…

cs.RO2025

Real-to-Sim Robot Policy Evaluation with Gaussian Splatting Simulation of Soft-Body Interactions

Kaifeng Zhang, Shuo Sha, Hanxiao Jiang +7

Robotic manipulation policies are advancing rapidly, but their direct evaluation in the real world remains costly, time-consuming, and difficult to reproduce, particularly for task…

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