Liangzhi Li
- Can multiple-choice questions really be useful in detecting the abilities of LLMs?
2024/03/26 by Wangyue Li, Liangzhi Li, Li, Wangyue +9 · 18 citations
Business, Management and Accounting · Social Sciences · #Computation and Language (cs.CL) #Employer Branding and e-HRM #FOS: Computer and information sciences #Higher Education Learning Practices #Knowledge Management and Sharing
- BlockPruner: Fine-grained Pruning for Large Language Models
2024/06/15 by Longguang Zhong, Fanqi Wan, Zhong, Longguang +7 · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Learning Bottleneck Concepts in Image Classification
2023/04/20 by Bowen Wang, Liangzhi Li, Wang, Bowen +5 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
- SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition
2020/09/14 by Liangzhi Li, Bowen Wang, Li, Liangzhi +9 · 3 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Instruct Me More! Random Prompting for Visual In-Context Learning
2023/11/07 by Jiahao Zhang, Zhang, Jiahao, Bowen Wang +7 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction
2023/10/24 by Junyi Liu, Liu, Junyi, Liangzhi Li +7 · 2 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- Towards Robust and Accurate Visual Prompting
2023/11/18 by Qi Li, Li, Qi, Liangzhi Li +5 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- BESTMVQA: A Benchmark Evaluation System for Medical Visual Question Answering
2023/12/13 by Xiaojie Hong, Zixin Song, Hong, Xiaojie +7 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Imposter.AI: Adversarial Attacks with Hidden Intentions towards Aligned Large Language Models
2024/07/22 by Xiao Liu, Liu, Xiao, Liangzhi Li +11 · 1 citation
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices
- Cracking the Code: Enhancing Implicit Hate Speech Detection through Coding Classification
2025/06/05 by Lu Wei, Liangzhi Li, Wei, Lu +7 · 1 citation
Computer Science · Psychology · #Hate Speech and Cyberbullying Detection #Emotion and Mood Recognition #Sentiment Analysis and Opinion Mining