Jinyan Su

According to our database, Jinyan Su authored at least 31 papers between 2005 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning.

Zhuohan Xie, Dhruv Sahnan, Debopriyo Banerjee, Georgi Georgiev, Rushil Thareja, Hachem Madmoun, Jinyan Su, Aaryamonvikram Singh, Yuxia Wang, Rui Xing, Fajri Koto, Haonan Li, Ivan Koychev, Tanmoy Chakraborty, Salem Lahlou, Veselin Stoyanov, Preslav Nakov

CoRR, June, 2025

Thinking Fast and Right: Balancing Accuracy and Reasoning Length with Adaptive Rewards.

Jinyan Su, Claire Cardie

CoRR, May, 2025

Between Underthinking and Overthinking: An Empirical Study of Reasoning Length and correctness in LLMs.

Jinyan Su, Jennifer Healey, Preslav Nakov, Claire Cardie

CoRR, May, 2025

Fast or Better? Balancing Accuracy and Cost in Retrieval-Augmented Generation with Flexible User Control.

Jinyan Su, Jennifer Healey, Preslav Nakov, Claire Cardie

CoRR, February, 2025

Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI.

Yuxia Wang, Rui Xing, Jonibek Mansurov, Giovanni Puccetti, Zhuohan Xie, Minh Ngoc Ta, Jiahui Geng, Jinyan Su, Mervat Abassy, Saad El Dine Ahmed, Kareem Ashraf Elozeiri, Nurkhan Laiyk, Maiya Goloburda, Tarek Mahmoud, Raj Vardhan Tomar, Alexander Aziz, Ryuto Koike, Masahiro Kaneko, Artem Shelmanov, Ekaterina Artemova, Vladislav Mikhailov, Akim Tsvigun, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov

CoRR, February, 2025

GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human.

Yuxia Wang, Artem Shelmanov, Jonibek Mansurov, Akim Tsvigun, Vladislav Mikhailov, Rui Xing, Zhuohan Xie, Jiahui Geng, Giovanni Puccetti, Ekaterina Artemova, Jinyan Su, Minh Ngoc Ta, Mervat Abassy, Kareem Ashraf Elozeiri, Saad El Dine Ahmed El Etter, Maiya Goloburda, Tarek Mahmoud, Raj Vardhan Tomar, Nurkhan Laiyk, Osama Mohammed Afzal, Ryuto Koike, Masahiro Kaneko, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Corpus Poisoning via Approximate Greedy Gradient Descent.

Jinyan Su, Preslav Nakov, Claire Cardie

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

PAC learning halfspaces in non-interactive local differential privacy model with public unlabeled data.

Jinyan Su, Jinhui Xu, Di Wang

J. Comput. Syst. Sci., May, 2024

SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Black-Box Machine-Generated Text Detection.

Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Osama Mohammed Afzal, Tarek Mahmoud, Giovanni Puccetti, Thomas Arnold, Chenxi Whitehouse, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov

Dataset, April, 2024

Faster Rates of Differentially Private Stochastic Convex Optimization.

Jinyan Su, Lijie Hu, Di Wang

J. Mach. Learn. Res., 2024

Towards More Robust Retrieval-Augmented Generation: Evaluating RAG Under Adversarial Poisoning Attacks.

Jinyan Su, Jin Peng Zhou, Zhengxin Zhang, Preslav Nakov, Claire Cardie

CoRR, 2024

Corpus Poisoning via Approximate Greedy Gradient Descent.

Jinyan Su, John X. Morris, Preslav Nakov, Claire Cardie

CoRR, 2024

SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection.

Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Osama Mohammed Afzal, Tarek Mahmoud, Giovanni Puccetti, Thomas Arnold, Chenxi Whitehouse, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov

CoRR, 2024

M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection.

Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Osama Mohanned Afzal, Tarek Mahmoud, Giovanni Puccetti, Thomas Arnold, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov

CoRR, 2024

SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection.

Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Osama Mohammed Afzal, Tarek Mahmoud, Giovanni Puccetti, Thomas Arnold

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Adapting Fake News Detection to the Era of Large Language Models.

Jinyan Su, Claire Cardie, Preslav Nakov

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Learning from Streaming Data when Users Choose.

Jinyan Su, Sarah Dean

Proceedings of the Forty-first International Conference on Machine Learning, 2024

M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection.

Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Chenxi Whitehouse, Osama Mohammed Afzal, Tarek Mahmoud, Toru Sasaki, Thomas Arnold, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection.

Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Osama Mohammed Afzal, Tarek Mahmoud, Giovanni Puccetti, Thomas Arnold, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Evidential global linguistic terms entropy.

Jinyan Su, Yong Deng, Nam-Van Huynh

Soft Comput., 2023

Fake News Detectors are Biased against Texts Generated by Large Language Models.

Jinyan Su, Terry Yue Zhuo, Jonibek Mansurov, Di Wang, Preslav Nakov

CoRR, 2023

M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection.

Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Chenxi Whitehouse, Osama Mohammed Afzal, Tarek Mahmoud, Alham Fikri Aji, Preslav Nakov

CoRR, 2023

Differentially Private Stochastic Convex Optimization in (Non)-Euclidean Space Revisited.

Jinyan Su, Changhong Zhao, Di Wang

Proceedings of the Uncertainty in Artificial Intelligence, 2023

DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text.

Jinyan Su, Terry Yue Zhuo, Di Wang, Preslav Nakov

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Leveraging Large Language Models for Structure Learning in Prompted Weak Supervision.

Jinyan Su, Peilin Yu, Jieyu Zhang, Stephen H. Bach

Proceedings of the IEEE International Conference on Big Data, 2023

2022

An interval method to measure the uncertainty of basic probability assignment.

Jinyan Su, Yong Deng

Soft Comput., 2022

Faster Rates of Private Stochastic Convex Optimization.

Jinyan Su, Lijie Hu, Di Wang

Proceedings of the International Conference on Algorithmic Learning Theory, 29 March, 2022

On PAC Learning Halfspaces in Non-interactive Local Privacy Model with Public Unlabeled Data.

Jinyan Su, Jinhui Xu, Di Wang

Proceedings of the Asian Conference on Machine Learning, 2022

2021

Cooperation, Retaliation and Forgiveness in Revision Games.

Dong Hao, Qi Shi, Jinyan Su, Bo An

CoRR, 2021

Faster Rates of Differentially Private Stochastic Convex Optimization.

Jinyan Su, Di Wang

CoRR, 2021

2005

Sound source localization for circular arrays of directional microphones.

Yong Rui, Dinei A. F. Florêncio, Warren Lam, Jinyan Su

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005