3 papers
cs.GT2026
Learnable Randomization as Commitment Against Adaptive Optimizers
Zihan Deng, Chuanzhi Xu, Xiaozhen Zhong +2
A pricing page can walk the posted price up to the last amount a buyer still accepts, a recommender can hold back a better item for a barely acceptable promoted one, and a classifi…
cs.CV2026
SciFigQual-Bench: A Benchmark for Scientific Figure Quality Assessment with Full-Manuscript Context
Zihan Deng, Chuanzhi Xu, Huiqi Liang +4
Scientific figure quality is bound to the manuscript: a crop can be visually clear and still contradict its caption or the paragraph that cites it. Most image quality assessment an…
cs.CL2026
COTCAgent: Preventive Consultation via Probabilistic Chain-of-Thought Completion
Zihan Deng, Xiaozhen Zhong, Chuanzhi Xu +1
Sequential diagnosis requires ranking diseases from a sparse intake under a public budget of follow-up questions, which is diagnostic triage with missing findings rather than scree…