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Author

Yue Dong

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Preprint Jul 2026

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation

Student-Aware CoT Optimization for Recommendation Distillation (SCOReD), a CoT optimization framework tailored to recommendation that first parses each teacher trace into typed segments and uses the student LLM's attention to score the importance of each segment.

H. S. Shahgir, Yufei Li, Xiaohan Wei et al. · 0 citations
Preprint Jul 2026

Multi-modal Rail Crossing Safety Analysis

This work proposes a proof-of-concept pipeline that delivers on building an AI system that can ingest multi-modal data for railway crossings and provide safety assessment and scores that align with expert opinion and with safety scoring used by the Federal Railroad Administration.

Paimon Goulart, Chansong Lim, Nícolas Roque dos Santos et al. · 0 citations