Dominik Soós

Publications

Dominik Soós, Marc Paterno, John Stenger, Nikos Chrisochoides (2026).
“Distributed Quantum-Enhanced Optimization: A Topographical Preconditioning Approach for High-Dimensional Search.”
IEEE QCE 2026: IEEE International Conference on Quantum Computing and Engineering, Toronto, Ontario, Canada, September 13-18, 2026. [accepted]
[preprint]
Dominik Soós, Meng Jiang, Jian Wu (2026).
“KnowledgeGain: Evaluating and Optimizing Science News Generation for Reader Learning.”
EMNLP 2026: The 2026 Conference on Empirical Methods in Natural Language Processing, Budapest, Hungary, October 24-29, 2026. [accepted — oral presentation]
[preprint]
Dominik Soós (2026).
“Applications of Generative AI for Advancing Scientific Content Production, Evaluation and Dissemination.”
JCDL 2026: ACM/IEEE Joint Conference on Digital Libraries, Dallas, Texas, USA, October 13-16, 2026. [accepted]
Bang Nguyen^*, Dominik Soós^*, Qian Ma, Rochana R. Obadage, Zack Ranjan, Sai Koneru, Timothy M. Errington, Shakhlo Nematova, Sarah Rajtmajer, Jian Wu, Meng Jiang (2026).
“ReplicatorBench: Benchmarking LLM Agents for Replicability in Social and Behavioral Sciences.”
Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’26), Jeju, South Korea, August 9-13, 2026, pp. 11693-11704.
^* co-first authors (equal contribution).
DOI: 10.1145/3770855.3819003. [link, preprint]
Dominik Soós, Marc Paterno, Desh Ranjan, Mohammad Zubair (2025).
“Zeus: An Efficient GPU Optimization Method Integrating PSO, BFGS, and Automatic Differentiation.”
HiPC 2025: IEEE 32nd International Conference on High Performance Computing, Data, and Analytics, Hyderabad, India, December 17-20, 2025.
DOI: 10.1109/HiPC66333.2025.00031. [preprint]
Sandeep Kalari, Mohan Krishna Sunkara, Dominik Soós, Vikas Ashok, Ravi Mukkamala (2025).
“ReViewQwen: An Explainable Vision-Language Model for Discrepancy Detection in Multimodal E-Commerce Reviews.”
IEEE CBMI 2025: IEEE International Conference on Content-Based Multimedia Indexing, Dublin, Ireland, October 22-24, 2025.
DOI: 10.1109/CBMI66578.2025.11339346. [link]
Dominik Soós, Meng Jiang, Jian Wu (2025).
“Can LLMs Beat Humans on Discerning Human-written and LLM-generated Science News?”
Proceedings of the 36th ACM Conference on Hypertext and Social Media (Hypertext ’25), Chicago, USA, September 15-18, 2025.
DOI: 10.1145/3720553.3746674. [link, pdf]
Dominik Soós (2024).
“Who Wrote the Scientific News? Improving the Discernibility of LLMs to Human-Written Scientific News.”
Master of Science Thesis, Computer Science, Old Dominion University.
DOI: 10.25777/perk-7b13. [link]
Michael Evans, Dominik Soós, Ethan Landers, Jian Wu (2023).
“MSVEC: A Multidomain Testing Dataset for Scientific Claim Verification.”
MobiHoc ’23: Proceedings of the 24th International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, Washington, DC, USA, October 23–26, 2023. ACM.
DOI: 10.1145/3565287.3617630. [link, pdf]
Jian Wu, Ryan Hiltabrand, Dominik Soós, C. Lee Giles (2022).
“Scholarly Big Data Quality Assessment: A Case Study of Document Linking and Conflation with S2ORC.”
DocEng ’22: Proceedings of the 22nd ACM Symposium on Document Engineering, 2022. Association for Computing Machinery (ACM).
DOI: 10.1145/3558100.3563850. [link, pdf]

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