Xiaomin Li
- When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs
2025/05/16 by Xiaomin Li, Li, Xiaomin, Zhou Yu +13 · 2 voices · 16 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text Readability and Simplification #Topic Modeling #cs.CL
- Catastrophic Failure of LLM Unlearning via Quantization
2024/10/21 by Zhiwei Zhang, Fali Wang, Zhang, Zhiwei +15 · 4 voices · 20 citations
Social Sciences · #Comparative and International Law Studies #Artificial Intelligence in Law #Legal Education and Practice Innovations
- CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models
2024/04/24 by Qinghe Wang, Baolu Li, Wang, Qinghe +11 · 9 citations
Social Sciences · #Computational and Text Analysis Methods
- TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation
2022/06/28 by Xiaomin Li, Anne H. H. Ngu, Li, Xiaomin +3 · 2 citations
Computer Science · Medicine · #Time Series Analysis and Forecasting #Generative Adversarial Networks and Image Synthesis #Phonocardiography and Auscultation Techniques
- Semantic Volume: Quantifying and Detecting both External and Internal Uncertainty in LLMs
2025/02/28 by Xiaomin Li, Li, Xiaomin, Yu Zhou +11 · 4 citations
Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques
- MedGUIDE: Benchmarking Clinical Decision-Making in Large Language Models
2025/05/16 by Xiaomin Li, Mingye Gao, Li, Xiaomin +11 · 5 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare
- Lignocellulose-Mediated Gel Polymer Electrolytes Toward Next-Generation Energy Storage
2025/11/25 by Hongbin Yang, Liyu Zhu, Wei Li +5 · 1 voice · 2 citations
Engineering · Materials Science · #Advanced Battery Materials and Technologies #Advancements in Battery Materials #Supercapacitor Materials and Fabrication
- REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI Segmentation
2024/10/14 by Zhiyun Song, Song, Zhiyun, Yinjie Zhao +21 · 1 citation
Computer Science · Engineering · #Medical Image Segmentation Techniques #Image Processing Techniques and Applications #Medical Imaging and Analysis
- Unlocking the Power of Multi-Agent LLM for Reasoning: From Lazy Agents to Deliberation
2025/11/04 by Zhiwei Zhang, Xiaomin Li, Zhang, Zhiwei +18 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling