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Bingqi Shang

Can Native Safety Travel? Reusing Safety Pretraining Across Models via On-Policy Distillation
2026 · Shang, Bingqi, Zhang, Yang, et al. · arXiv (Cornell University)
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Who Built This Model? Tracing LLM Lineage via Spectral Fingerprints in Weight Space
2026 · Chen, Yiwei, Shang, Bingqi, et al. · arXiv (Cornell University)
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“1 + N” mechanism and data hybrid-driven simplified modeling method for multi-unit systems and its application to multi-stack fuel cell systems
2026 · Shijun Wu, Hongchuan Qin, et al. · Applied Energy
Degradation-aware fault diagnosis and prognostics for solid oxide fuel cell energy systems
2026 · Hongchuan Qin, Xinchang Zhou, et al. · Applied Energy
Subspace Control: Turning Constrained Model Steering into Controllable Spectral Optimization
2026 · Huang, Yancheng, Wang, Changsheng, et al. · arXiv (Cornell University)
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State Aggregation-Based Power DistributionOptimization for Health-Aware Lifecycle Managementof Multi-Stack SOFC Systems
2026 · Bingqi Shang, Hongchuan Qin, et al. · SSRN Electronic Journal
When Retain Constraints Conflict: Mitigating Forget–Retain Interference in Tabular Data
2026 · Zijie Liu, Jinhao Duan, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Works count: 7
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