Ke Xue

National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China

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Publication activitypapers/week, last 8 weeks

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Recommendation & Information Retrieval (1)Training Efficiency & Optimization (1)World Models & Planning (1)

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Rong-Xi Tan (1)Yi-Xiao He (1)Yu Huang (1)

Papers (1)

Mar 4, 2026

1w ago

On the Learnability of Offline Model-Based Optimization: A Ranking Perspective

Offline model-based optimization is fundamentally a ranking problem, and focusing on ranking near-optimal designs beats traditional regression-based surrogate modeling.

Rong-Xi Tan, Ke Xue, Yi-Xiao He +1

Recommendation & Information Retrieval Training Efficiency & Optimization World Models & Planning

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Ke Xue

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)