publications

2026

1. ICML

   Resistant to Lawyers, Defeated by Disagreement: Evaluation Blindspots in Legal Language Models

   Prathamesh Devadiga and Advika Lakshman

   In ICML 2026 AI4Law Workshop, 2026

   Bib

   @inproceedings{devadiga2026lawyers,
     title = {Resistant to Lawyers, Defeated by Disagreement: Evaluation Blindspots in Legal Language Models},
     author = {Devadiga, Prathamesh and Lakshman, Advika},
     booktitle = {ICML 2026 AI4Law Workshop},
     year = {2026},
   }

2. EACL

   Can LLMs Learn Tulu? Teaching Low-Resource Languages Through Hard Constraint Prompting

   Prathamesh Devadiga and others

   In EACL 2026 LoResLM Workshop, 2026

   Bib

   @inproceedings{devadiga2025tulu,
     title = {Can {LLMs} Learn Tulu? Teaching Low-Resource Languages Through Hard Constraint Prompting},
     author = {Devadiga, Prathamesh and others},
     booktitle = {EACL 2026 LoResLM Workshop},
     year = {2026},
   }

3. ICIAI

   GUARDIAN: Multi-Agent Defense System for Large Language Model Security

   Prathamesh Devadiga and others

   In ICIAI, Waseda University, 2026

   Bib

   @inproceedings{devadiga2025guardian,
     title = {{GUARDIAN}: Multi-Agent Defense System for Large Language Model Security},
     author = {Devadiga, Prathamesh and others},
     booktitle = {ICIAI, Waseda University},
     year = {2026}
   }

2025

1. NeurIPS

   SLMs as Compiler Experts: Auto-Parallelization for Heterogeneous Systems

   Prathamesh Devadiga and others

   In NeurIPS 2025 Workshop on Machine Learning for Systems, 2025

   Bib

   @inproceedings{devadiga2025slmcompiler,
     title = {{SLMs} as Compiler Experts: Auto-Parallelization for Heterogeneous Systems},
     author = {Devadiga, Prathamesh and others},
     booktitle = {NeurIPS 2025 Workshop on Machine Learning for Systems},
     year = {2025},
   }

2. ICIAI

   PyraFuseNet: Dual-Path Network for Resource-Constrained Vision

   Prathamesh Devadiga and others

   In ICIAI, NTU Singapore, 2025

   Bib

   @inproceedings{devadiga2025pyrafuse,
     title = {{PyraFuseNet}: Dual-Path Network for Resource-Constrained Vision},
     author = {Devadiga, Prathamesh and others},
     booktitle = {ICIAI, NTU Singapore},
     year = {2025}
   }

3. ASC

   PDF Malware Detection with Adversarial Robustness

   Prathamesh Devadiga and others

   Applied Soft Computing, 2025

   Bib

   @article{devadiga2025kasper,
     title = {{PDF} Malware Detection with Adversarial Robustness},
     author = {Devadiga, Prathamesh and others},
     journal = {Applied Soft Computing},
     year = {2025}
   }

4. arXiv

   SAMVAD: Multi-Agent Framework for Modeling Judicial Reasoning in Indian Jurisprudence

   Prathamesh Devadiga and others

   arXiv preprint arXiv:2509.03793, 2025

   Bib HTML

   @article{devadiga2025samvad,
     title = {{SAMVAD}: Multi-Agent Framework for Modeling Judicial Reasoning in Indian Jurisprudence},
     author = {Devadiga, Prathamesh and others},
     journal = {arXiv preprint arXiv:2509.03793},
     year = {2025},
     archiveprefix = {arXiv},
   }

5. arXiv

   RegimeNAS: Regime-Aware Neural Architecture Search for Financial Trading

   Prathamesh Devadiga and others

   arXiv preprint arXiv:2508.11338, 2025

   Bib HTML

   @article{devadiga2025regimenas,
     title = {{RegimeNAS}: Regime-Aware Neural Architecture Search for Financial Trading},
     author = {Devadiga, Prathamesh and others},
     journal = {arXiv preprint arXiv:2508.11338},
     year = {2025},
     archiveprefix = {arXiv},
   }

6. arXiv

   MorphNAS: Differentiable Neural Architecture Search for Multilingual NER

   Prathamesh Devadiga and others

   arXiv preprint arXiv:2508.15836, 2025

   Bib HTML

   @article{devadiga2025morphnas,
     title = {{MorphNAS}: Differentiable Neural Architecture Search for Multilingual {NER}},
     author = {Devadiga, Prathamesh and others},
     journal = {arXiv preprint arXiv:2508.15836},
     year = {2025},
     archiveprefix = {arXiv},
   }