Jiahui Geng

1. A Survey of Confidence Estimation and Calibration in Large Language Models
   2023/11/14 by Jiahui Geng, Geng, Jiahui, Fengyu Cai +9 · 86 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
2. Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers
   2023/11/15 by Yuxia Wang, Wang, Yuxia, Revanth Gangi Reddy +23 · 30 citations
   Decision Sciences · Computer Science · #Scientific Computing and Data Management #Data Quality and Management #Advanced Data Storage Technologies
3. OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs
   2024/08/06 by Hasan Iqbal, Iqbal, Hasan, Yuxia Wang +11 · 14 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Software Engineering Research
4. FIRE: Fact-checking with Iterative Retrieval and Verification
   2024/10/17 by Zhuohan Xie, Xie, Zhuohan, Rui Xing +13 · 16 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques
5. LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection
   2024/08/08 by Mervat Abassy, Abassy, Mervat, Kareem Elozeiri +44 · 11 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques
6. Towards General Deep Leakage in Federated Learning
   2021/10/18 by Jiahui Geng, Yongli Mou, Geng, Jiahui +11 · 4 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
7. A Survey on Dataset Distillation: Approaches, Applications and Future Directions
   2023/05/03 by Jiahui Geng, Zongxiong Chen, Geng, Jiahui +13 · 5 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
8. A Comprehensive Survey of Machine Unlearning Techniques for Large Language Models
   2025/02/22 by Jiahui Geng, Geng, Jiahui, Qing Li +15 · 13 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Online Learning and Analytics
9. Reference-free Hallucination Detection for Large Vision-Language Models
   2024/08/11 by Qing Li, Li, Qing, Jiahui Geng +9 · 5 citations
   Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Epilepsy research and treatment #FOS: Computer and information sciences
10. Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update
    2025/01/24 by Qing Li, Li, Qing, Jiahui Geng +9 · 9 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
11. Multimodal Large Language Models to Support Real-World Fact-Checking
    2024/03/06 by Jiahui Geng, Yova Kementchedjhieva, Geng, Jiahui +5 · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
12. Con Instruction: Universal Jailbreaking of Multimodal Large Language Models via Non-Textual Modalities
    2025/05/31 by Jiahui Geng, Geng, Jiahui, Thy Thy Tran +5 · 2 citations
    Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Artificial Intelligence in Law
13. SAUCE: Selective Concept Unlearning in Vision-Language Models with Sparse Autoencoders
    2025/03/16 by Qing Li, Jiahui Geng, Li, Qing +9 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text and Document Classification Technologies
14. HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs
    2025/05/30 by Qing Li, Li, Qing, Jiahui Geng +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG)
15. Overview of FinMMEval 2026 Task 1: Multilingual Financial Multiple-Choice Question Answering
    2026/07/22 by Zhuohan Xie, Yuyang Dai, Rania Elbadry +18 · 1 citation
    #cs.CL #cs.AI #cs.CE
16. Overview of FinMMEval 2026 Task 2: Multilingual Financial Short-Answer Question Answering
    2026/07/22 by Zhuohan Xie, Xueqing Peng, Georgi Georgiev +18 · 1 citation
    #cs.CL #cs.AI #cs.CE