Li, Liangzhi
- 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
- IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks
2019/12/12 by Li, Liangzhi, Verma, Manisha, Nakashima, Yuta +2 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- BlockPruner: Fine-grained Pruning for Large Language Models
2024/06/15 by Longguang Zhong, Zhong, Longguang, Fanqi Wan +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, Li, Liangzhi, Bowen Wang +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
- IncreLoRA: Incremental Parameter Allocation Method for Parameter-Efficient Fine-tuning
2023/08/23 by Zhang, Feiyu, Li, Liangzhi, Chen, Junhao +3 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Match Them Up: Visually Explainable Few-shot Image Classification
2020/11/25 by Wang, Bowen, Li, Liangzhi, Verma, Manisha +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- Improving Facade Parsing with Vision Transformers and Line Integration
2023/09/27 by Wang, Bowen, Zhang, Jiaxing, Zhang, Ran +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Joint Learning of Vessel Segmentation and Artery/Vein Classification with Post-processing
2020/05/27 by Li, Liangzhi, Verma, Manisha, Nakashima, Yuta +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Noisy-LSTM: Improving Temporal Awareness for Video Semantic Segmentation
2020/10/19 by Wang, Bowen, Li, Liangzhi, Nakashima, Yuta +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- The SARAS Endoscopic Surgeon Action Detection (ESAD) dataset: Challenges and methods
2021/04/07 by Bawa, Vivek Singh, Singh, Gurkirt, KapingA, Francis +16 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Towards Robust and Accurate Visual Prompting
2023/11/18 by Qi Li, Liangzhi Li, Li, Qi +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, Hong, Xiaojie, Zixin Song +7 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Instructor-Worker Large Language Model System for Policy Recommendation: a Case Study on Air Quality Analysis of the January 2025 Los Angeles Wildfires
2025/03/01 by Gao, Kyle, Lu, Dening, Li, Liangzhi +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Imposter.AI: Adversarial Attacks with Hidden Intentions towards Aligned Large Language Models
2024/07/22 by Xiao Liu, Liangzhi Li, Liu, Xiao +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, Wei, Lu, Liangzhi Li +7 · 1 citation
Computer Science · Psychology · #Hate Speech and Cyberbullying Detection #Emotion and Mood Recognition #Sentiment Analysis and Opinion Mining
- Gaussian Building Mesh (GBM): Extract a Building's 3D Mesh with Google Earth and Gaussian Splatting
2024/12/31 by Gao, Kyle, Li, Liangzhi, He, Hongjie +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)