@misc{quamar2026selfadaptinggroupexpertsmultiagent,
  title = {Self-Adapting Group of Experts for Multi-Agent Reasoning},
  author = {Quamar, Mohammad Atif and Tastan, Nurbek and Nandakumar, Karthik and Komiyama, Junpei},
  year = {2026},
  eprint = {2609.35412},
  archiveprefix = {arXiv},
  primaryclass = {cs.AI},
  url = {https://arxiv.org/abs/2609.35412},
}

@misc{iwase2026reliablechainofthoughtprefixconsistency,
  title = {Reliable Chain-of-Thought via Prefix Consistency},
  author = {Iwase, Naoto and Ichihara, Yuki and Quamar, Mohammad Atif and Komiyama, Junpei},
  year = {2026},
  eprint = {2605.07654},
  archiveprefix = {arXiv},
  primaryclass = {stat.ML},
  url = {https://arxiv.org/abs/2605.07654},
}

@misc{quamar2025adaptiveblockwisesearchinferencetime,
  title = {Adaptive Blockwise Search: Inference-Time Alignment for Large Language Models},
  author = {Quamar, Mohammad Atif and Areeb, Mohammad and Sharma, Nishant and Shreekumar, Ananth and Rosenthal, Jonathan and Ozmen, Muslum Ozgur and Kuznetsov, Mikhail and Celik, Z. Berkay},
  year = {2025},
  eprint = {2510.23334},
  archiveprefix = {arXiv},
  primaryclass = {cs.CL},
  url = {https://arxiv.org/abs/2510.23334},
}

@inproceedings{quamar2025logitentropy,
  title = {Logit{\textendash}Entropy Adaptive Stopping Heuristic for Efficient Chain-of-Thought Reasoning},
  author = {Quamar, Mohammad Atif and Areeb, Mohammad},
  booktitle = {NeurIPS 2025 - Efficient Reasoning Workshop},
  year = {2025},
  url = {https://openreview.net/forum?id=5UTXI0iNn5},
}

@inproceedings{quamar2026stars,
  title = {{STARS}: Synchronous Token Alignment for Robust Supervision in Large Language Models},
  author = {Quamar, Mohammad Atif and Areeb, Mohammad and Kuznetsov, Mikhail and Ozmen, Muslum Ozgur and Celik, Z. Berkay},
  booktitle = {ICML 2026 - Structured Probabilistic Inference {\&} Generative Modeling Workshop},
  year = {2026},
  url = {https://openreview.net/forum?id=M3BAEZGcnu},
}

@misc{ichihara2026privilegedsolutionscontextinducedteacher,
  title = {Privileged Solutions or Context-Induced Teacher Behavior? Dissecting On-Policy Self-Distillation},
  author = {Ichihara, Yuki and Iwase, Naoto and Quamar, Mohammad Atif and Komiyama, Junpei},
  year = {2026},
  eprint = {2608.09228},
  archiveprefix = {arXiv},
  primaryclass = {cs.LG},
  url = {https://arxiv.org/abs/2608.09228},
}

@misc{ichihara2026prefixdenoisingconsistencytesttimeverification,
  title = {Prefix-Denoising Consistency: Test-Time Verification for Diffusion Language Models},
  author = {Ichihara, Yuki and Iwase, Naoto and Quamar, Mohammad Atif and Komiyama, Junpei},
  year = {2026},
  eprint = {2608.25311},
  archiveprefix = {arXiv},
  primaryclass = {cs.LG},
  url = {https://arxiv.org/abs/2608.25311},
}

@misc{shao2026learningmodalmixedchainofthoughtreasoning,
  title = {Learning Modal-Mixed Chain-of-Thought Reasoning with Latent Embeddings},
  author = {Shao, Yifei and Zhou, Kun and Xu, Ziming and Quamar, Mohammad Atif and Hao, Shibo and Wang, Zhen and Hu, Zhiting and Huang, Biwei},
  year = {2026},
  eprint = {2602.00574},
  archiveprefix = {arXiv},
  primaryclass = {cs.AI},
  url = {https://arxiv.org/abs/2602.00574},
}

@inproceedings{sharma2025decoding,
  title = {Decoding Histone Modification Signatures of Non-Coding {RNA}s via Foundation Models},
  author = {Sharma, Nishant and Quamar, Mohammad Atif and Xie, Pengtao},
  booktitle = {NeurIPS 2025 - Multi-modal Foundation Models and Large Language Models for Life Sciences Workshop},
  year = {2025},
  url = {https://openreview.net/forum?id=SIVkGvPDuM},
}