Yuhui Zhang
- On the Opportunities and Risks of Foundation Models
2021/08/16 by Rishi Bommasani, Drew A. Hudson, Bommasani, Rishi +233 · 11 voices · 543 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
- Stanza: A Python Natural Language Processing Toolkit for Many Human Languages
2020/03/16 by Peng Qi, Qi, Peng, Yuhao Zhang +7 · 2 voices · 59 citations
#cs.CL
- Can large language models provide useful feedback on research papers? A large-scale empirical analysis
2023/10/03 by Weixin Liang, Yuhui Zhang, Liang, Weixin +24 · 15 voices · 45 citations
Computer Science · Decision Sciences · Medicine · #Artificial Intelligence in Healthcare and Education #Scientific Computing and Data Management #Topic Modeling #cs.AI #cs.CL #cs.HC #cs.LG
- Humanity's Last Exam
2025/01/24 by Long Phan, Phan, Long, Alice Gatti +2240 · 9 voices · 106 citations
#cs.LG #cs.AI #cs.CL
- Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
2022/03/03 by Weixin Liang, Yuhui Zhang, Liang, Weixin +7 · 86 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- VideoAgent: Long-form Video Understanding with Large Language Model as Agent
2024/03/15 by Xiaohan Wang, Wang, Xiaohan, Yuhui Zhang +5 · 79 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
- Inverse Scaling: When Bigger Isn't Better
2023/06/15 by Ian R. McKenzie, Alexander Lyzhov, Michael Pieler +24 · 1 voice · 19 citations
Computer Science · #cs.CL #cs.AI #cs.CY
- Why are Visually-Grounded Language Models Bad at Image Classification?
2024/05/28 by Yuhui Zhang, Alyssa Unell, Zhang, Yuhui +11 · 19 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Diagnosing and Rectifying Vision Models using Language
2023/02/08 by Yuhui Zhang, Zhang, Yuhui, Jeff Z. HaoChen +9 · 11 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Digital Imaging for Blood Diseases
- Describing Differences in Image Sets with Natural Language
2023/12/05 by Lisa Dunlap, Dunlap, Lisa, Yuhui Zhang +13 · 8 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- FedSecurity: Benchmarking Attacks and Defenses in Federated Learning and Federated LLMs
2023/06/08 by Shanshan Han, Baturalp Buyukates, Han, Shanshan +26 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cloud Data Security Solutions #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature
2025/01/13 by Alejandro Lozano, Min Sun, Lozano, Alejandro +27 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
- MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks
2023/10/30 by Allen Nie, Yuhui Zhang, Nie, Allen +8 · 4 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- Temporal Preference Optimization for Long-Form Video Understanding
2025/01/23 by Rui Li, Li, Rui, Xiaohan Wang +8 · 7 citations
Computer Science · #Advanced Vision and Imaging #Human Pose and Action Recognition #Advanced Data Compression Techniques
- Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation
2025/01/06 by Yuhui Zhang, Yuchang Su, Zhang, Yuhui +21 · 8 citations
Social Sciences · Computer Science · #Geographic Information Systems Studies #Multimodal Machine Learning Applications
- Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation
2023/02/08 by Yuhui Zhang, Zhang, Yuhui, Shih-Cheng Huang +7 · 3 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
- EquiBench: Benchmarking Large Language Models' Reasoning about Program Semantics via Equivalence Checking
2025/02/18 by Anjiang Wei, Jiannan Cao, Wei, Anjiang +19 · 8 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
- CellFlux: Simulating Cellular Morphology Changes via Flow Matching
2025/02/13 by Yuhui Zhang, Zhang, Yuhui, Yuchang Su +19 · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomolecules (q-bio.BM) #Cell Behavior (q-bio.CB) #Cell Image Analysis Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
- μ-Bench: A Vision-Language Benchmark for Microscopy Understanding
2024/07/01 by Alejandro Lozano, Lozano, Alejandro, Jeffrey Nirschl +11 · 3 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Materials Science
- NegVQA: Can Vision Language Models Understand Negation?
2025/05/28 by Yuhui Zhang, Yuchang Su, Zhang, Yuhui +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- A 2D Semantic-Aware Position Encoding for Vision Transformers
2025/05/14 by Xi Chen, Chen, Xi, Shiyang Zhou +17 · 2 citations
Engineering · Computer Science · #Robotics and Sensor-Based Localization #Infrared Target Detection Methodologies #Advanced Image and Video Retrieval Techniques
- DataLab: A Unified Platform for LLM-Powered Business Intelligence
2024/12/03 by Luoxuan Weng, Yinghao Tang, Weng, Luoxuan +37 · 1 citation
Business, Management and Accounting · Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences
- Data or Language Supervision: What Makes CLIP Better than DINO?
2025/10/13 by Yiming Liu, Yuhui Zhang, Liu, Yiming +7 · 1 citation
Arts and Humanities · #Second Language Learning and Teaching
- RecoReward: Recommender-Guided Multimodal Description Generation for Recommendation
2026/07/28 by Guohong Mu, Yueyang Liu, Jiangxia Cao +8
#cs.IR