Su, Jinyan
- DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text
2023/05/23 by Jinyan Su, Su, Jinyan, Terry Yue Zhuo +5 · 33 citations
Computer Science · #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #F.2.2 #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection
2023/05/24 by Yuxia Wang, Jonibek Mansurov, Wang, Yuxia +21 · 14 citations
Computer Science · #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Text Readability and Simplification
- Between Underthinking and Overthinking: An Empirical Study of Reasoning Length and correctness in LLMs
2025/04/30 by Su, Jinyan, Healey, Jennifer, Nakov, Preslav +1 · 37 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Fake News Detectors are Biased against Texts Generated by Large Language Models
2023/09/15 by Jinyan Su, Terry Yue Zhuo, Su, Jinyan +7 · 1 voice · 3 citations
Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Topic Modeling #cs.AI #cs.CL
- Corpus Poisoning via Approximate Greedy Gradient Descent
2024/06/07 by Jinyan Su, Su, Jinyan, Preslav Nakov +3 · 3 citations
Computer Science · Neuroscience · #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Information Retrieval (cs.IR) #Text and Document Classification Technologies
- Thinking Fast and Right: Balancing Accuracy and Reasoning Length with Adaptive Rewards
2025/05/23 by Jinyan Su, Claire Cardie, Su, Jinyan +1 · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- Differentially Private Stochastic Convex Optimization in (Non)-Euclidean Space Revisited
2023/03/31 by Su, Jinyan, Zhao, Changhong, Wang, Di · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Towards More Robust Retrieval-Augmented Generation: Evaluating RAG Under Adversarial Poisoning Attacks
2024/12/21 by Jinyan Su, Jin Zhou, Su, Jinyan +7 · 2 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Geophysical Methods and Applications #Anomaly Detection Techniques and Applications
- Faster Rates of Private Stochastic Convex Optimization
2021/07/31 by Su, Jinyan, Hu, Lijie, Wang, Di · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Adapting Fake News Detection to the Era of Large Language Models
2023/11/02 by Jinyan Su, Su, Jinyan, Claire Cardie +3 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Multimodal Machine Learning Applications #Topic Modeling