Publications

@article{Mathialagan2026.02.04.26345582,
  author       = {Mathialagan, Clint Solomon and Nip, Alexander and Bhat, Ashwani},
  title        = {Drug Safety Agents Using Graphs and Ontologies},
  elocation-id = {2026.02.04.26345582},
  year         = {2026},
  doi          = {10.64898/2026.02.04.26345582},
  publisher    = {Cold Spring Harbor Laboratory Press},
  URL          = {https://www.medrxiv.org/content/early/2026/02/05/2026.02.04.26345582},
  eprint       = {https://www.medrxiv.org/content/early/2026/02/05/2026.02.04.26345582.full.pdf},
  journal      = {medRxiv}
}

@inproceedings{ponnusamy-etal-2022-self,
  title     = {Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational {AI}},
  author    = {Ponnusamy, Pragaash and Mathialagan, Clint Solomon and Aguilar, Gustavo and Ma, Chengyuan and Guo, Chenlei},
  editor    = {Loukina, Anastassia and Gangadharaiah, Rashmi and Min, Bonan},
  booktitle = {Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track},
  month     = jul,
  year      = {2022},
  address   = {Hybrid: Seattle, Washington + Online},
  publisher = {Association for Computational Linguistics},
  url       = {https://aclanthology.org/2022.naacl-industry.36/},
  doi       = {10.18653/v1/2022.naacl-industry.36},
  pages     = {324--333}
}

@inproceedings{Lian_2023,
  series     = {SIGIR '23},
  title      = {PersonalTM: Transformer Memory for Personalized Retrieval},
  url        = {http://dx.doi.org/10.1145/3539618.3592037},
  DOI        = {10.1145/3539618.3592037},
  booktitle  = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval},
  publisher  = {ACM},
  author     = {Lian, Ruixue and Lu, Sixing and Solomon, Clint and Aguilar, Gustavo and Ponnusamy, Pragaash and Han, Jialong and Ma, Chengyuan and Guo, Chenlei},
  year       = {2023},
  month      = july,
  pages      = {2256--2260},
  collection = {SIGIR '23}
}

@inproceedings{mofijul-islam-etal-2022-vocabulary,
  title     = {A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning},
  author    = {Mofijul Islam, Md and Aguilar, Gustavo and Ponnusamy, Pragaash and Solomon Mathialagan, Clint and Ma, Chengyuan and Guo, Chenlei},
  editor    = {Gella, Spandana and He, He and Majumder, Bodhisattwa Prasad and Can, Burcu and Giunchiglia, Eleonora and Cahyawijaya, Samuel and Min, Sewon and Mozes, Maximilian and Li, Xiang Lorraine and Augenstein, Isabelle and Rogers, Anna and Cho, Kyunghyun and Grefenstette, Edward and Rimell, Laura and Dyer, Chris},
  booktitle = {Proceedings of the 7th Workshop on Representation Learning for NLP},
  month     = may,
  year      = {2022},
  address   = {Dublin, Ireland},
  publisher = {Association for Computational Linguistics},
  url       = {https://aclanthology.org/2022.repl4nlp-1.10/},
  doi       = {10.18653/v1/2022.repl4nlp-1.10},
  pages     = {91--99}
}

@misc{roshanghias2020personalizedqueryrewritingconversational,
  title         = {Personalized Query Rewriting in Conversational AI Agents},
  author        = {Alireza Roshan-Ghias and Clint Solomon Mathialagan and Pragaash Ponnusamy and Lambert Mathias and Chenlei Guo},
  year          = {2020},
  eprint        = {2011.04748},
  archivePrefix = {arXiv},
  primaryClass  = {cs.AI},
  url           = {https://arxiv.org/abs/2011.04748}
}

@InProceedings{Mathialagan_2015_CVPR,
  author    = {Solomon Mathialagan, Clint and Gallagher, Andrew C. and Batra, Dhruv},
  title     = {VIP: Finding Important People in Images},
  booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  month     = {June},
  year      = {2015}
}

@inbook{Agrawal_2015,
  title     = {CloudCV: Large-Scale Distributed Computer Vision as a Cloud Service},
  ISBN      = {9783319247021},
  url       = {http://dx.doi.org/10.1007/978-3-319-24702-1_11},
  DOI       = {10.1007/978-3-319-24702-1_11},
  booktitle = {Mobile Cloud Visual Media Computing},
  publisher = {Springer International Publishing},
  author    = {Agrawal, Harsh and Mathialagan, Clint Solomon and Goyal, Yash and Chavali, Neelima and Banik, Prakriti and Mohapatra, Akrit and Osman, Ahmed and Batra, Dhruv},
  year      = {2015},
  pages     = {265--290}
}