Sound source localization for circular arrays of directional microphones. - Yong Rui; Dinei A. F. Florêncio; Warren Lam; Jinyan Su (ICASSP (3), 2005)

Faster Rates of Differentially Private Stochastic Convex Optimization. - Jinyan Su; Di Wang 015 (CoRR, 2021)

Cooperation, Retaliation and Forgiveness in Revision Games. - Dong Hao; Qi Shi 003; Jinyan Su; Bo An 001 (CoRR, 2021)

On PAC Learning Halfspaces in Non-interactive Local Privacy Model with Public Unlabeled Data. - Jinyan Su; Jinhui Xu 001; Di Wang 015 (ACML, 2022)

Faster Rates of Private Stochastic Convex Optimization. - Jinyan Su; Lijie Hu; Di Wang 015 (ALT, 2022)

An interval method to measure the uncertainty of basic probability assignment. - Jinyan Su; Yong Deng 001 (Soft Comput., 2022)

Leveraging Large Language Models for Structure Learning in Prompted Weak Supervision. - Jinyan Su; Peilin Yu; Jieyu Zhang; Stephen H. Bach (IEEE Big Data, 2023)

DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text. - Jinyan Su; Terry Yue Zhuo; Di Wang 015; Preslav Nakov (EMNLP (Findings), 2023)

Differentially Private Stochastic Convex Optimization in (Non)-Euclidean Space Revisited. - Jinyan Su; Changhong Zhao; Di Wang 015 (UAI, 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)

Fake News Detectors are Biased against Texts Generated by Large Language Models. - Jinyan Su; Terry Yue Zhuo; Jonibek Mansurov; Di Wang 015; Preslav Nakov (CoRR, 2023)

Evidential global linguistic terms entropy. - Jinyan Su; Yong Deng 001; Nam-Van Huynh (Soft Comput., 2023)

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 002; Thomas Arnold 002; Alham Fikri Aji; Nizar Habash; et al. (ACL (1), 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 002; Alham Fikri Aji; et al. (EACL (1), 2024)

Learning from Streaming Data when Users Choose. - Jinyan Su; Sarah Dean (ICML, 2024)

Adapting Fake News Detection to the Era of Large Language Models. - Jinyan Su; Claire Cardie; Preslav Nakov (NAACL-HLT (Findings), 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 002; Thomas Arnold 002 (SemEval@NAACL, 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 002; Thomas Arnold 002; Alham Fikri Aji; Nizar Habash; et al. (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 002; Thomas Arnold 002; Chenxi Whitehouse; Alham Fikri Aji; et al. (CoRR, 2024)

Corpus Poisoning via Approximate Greedy Gradient Descent. - Jinyan Su; John X. Morris; Preslav Nakov; Claire Cardie (CoRR, 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)

Faster Rates of Differentially Private Stochastic Convex Optimization. - Jinyan Su; Lijie Hu; Di Wang 015 (J. Mach. Learn. Res., 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 002; Thomas Arnold 002; Chenxi Whitehouse; Alham Fikri Aji; et al. (Zenodo, 2024)

PAC learning halfspaces in non-interactive local differential privacy model with public unlabeled data. - Jinyan Su; Jinhui Xu 001; Di Wang 015 (J. Comput. Syst. Sci., 2024)

Corpus Poisoning via Approximate Greedy Gradient Descent. - Jinyan Su; Preslav Nakov; Claire Cardie (ACL (Findings), 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 002; Ekaterina Artemova; Jinyan Su; Minh Ngoc Ta; et al. (COLING Workshops, 2025)

Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI. - Yuxia Wang; Rui Xing; Jonibek Mansurov; Giovanni Puccetti 002; Zhuohan Xie; Minh Ngoc Ta; Jiahui Geng; Jinyan Su; Mervat Abassy; Saad El Dine Ahmed; Kareem Ashraf Elozeiri; Nurkhan Laiyk; et al. (CoRR, 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, 2025)

Between Underthinking and Overthinking: An Empirical Study of Reasoning Length and correctness in LLMs. - Jinyan Su; Jennifer Healey; Preslav Nakov; Claire Cardie (CoRR, 2025)

Thinking Fast and Right: Balancing Accuracy and Reasoning Length with Adaptive Rewards. - Jinyan Su; Claire Cardie (CoRR, 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 002; et al. (CoRR, 2025)