research

2026

1. arXiv

   

   RaMem: Contextual Reinstatement for Long-Term Agentic Memory

   W. Yang, B. Kan, and others

   arXiv preprint, 2026

   Bib HTML

   @article{yang2026ramem,
     title = {RaMem: Contextual Reinstatement for Long-Term Agentic Memory},
     author = {Yang, W. and Kan, B. and others},
     journal = {arXiv preprint},
     year = {2026},
     url = {https://arxiv.org/abs/2606.22844},
   }

2. arXiv

   

   De-conflating Preference and Qualification: Constrained Dual-Perspective Reasoning for Job Recommendation with Large Language Models

   B. Kan and others

   arXiv preprint, 2026

   Abs Bib HTML

   We tackle cold-start scenarios in job recommendation using synthetic explanation generation via GPT-4o-mini distillation into Llama-3-8B-Instruct. Our multi-step fine-tuning with dual optimization achieves up to 2.6x (Recall@5) and over 3x (NDCG@5) improvement over LLM baselines.

   @article{kan2026job,
     title = {De-conflating Preference and Qualification: Constrained Dual-Perspective Reasoning for Job Recommendation with Large Language Models},
     author = {Kan, B. and others},
     journal = {arXiv preprint},
     year = {2026},
     url = {https://arxiv.org/abs/2602.03097},
   }

2021

1. Neuron

   

   A locus coeruleus to dentate gyrus noradrenergic circuit modulates aversive contextual processing

   D.-O. Seo, E. T. Zhang, S. C. Piantadosi, and 4 more authors

   Neuron, 2021

   Bib

   @article{seo2021locus,
     title = {A locus coeruleus to dentate gyrus noradrenergic circuit modulates aversive contextual processing},
     author = {Seo, D.-O. and Zhang, E. T. and Piantadosi, S. C. and Marcus, D. J. and Motard, L. E. and Kan, B. K. and others},
     journal = {Neuron},
     year = {2021},
   }