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Ruoyun Ma

3 papers hereh-index 228 citations3 works total

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

author position
  • middle author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedRobust Binary and Multinomial Logit Models for Classification with Data Uncertainties

1 citations · 1 across the 1 of their papers we have counts for

collaborators

3 papers

cs.AI2026

Evolving in Thought Space: Training a Small Model at Test Time Unlocks Better Discoveries

Chonghe Jiang, Ao Qu, Siyuan Liu +9

Open-ended scientific discovery often requires repeatedly proposing and evaluating candidate solutions. LLM-based systems can support this process by generating and refining execut…

math.OC2024★ 1 cited

Robust Binary and Multinomial Logit Models for Classification with Data Uncertainties

Baichuan Mo, Yunhan Zheng, Xiaotong Guo +2

Binary logit (BNL) and multinomial logit (MNL) models are the two most widely used discrete choice models for travel behavior modeling and prediction. However, in many scenarios, t…

cs.LG2023

Large Language Models for Travel Behavior Prediction

Baichuan Mo, Hanyong Xu, Ruoyun Ma +4

Travel behavior prediction is a core problem in transportation demand management and is traditionally addressed using numerical models calibrated on observed data. With recent adva…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.