Haoran Zhang
- iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
2023/10/10 by Yong Liu, Tengge Hu, Liu, Yong +11 · 1 voice · 170 citations
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Neural Networks and Applications #Stock Market Forecasting Methods
- TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables
2024/02/29 by Yuxuan Wang, Haixu Wu, Wang, Yuxuan +14 · 61 citations
Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- Timer: Generative Pre-trained Transformers Are Large Time Series Models
2024/02/04 by Yong Liu, Liu, Yong, Haoran Zhang +9 · 50 citations
Computer Science · #Time Series Analysis and Forecasting
- OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection
2023/06/15 by Jingyang Zhang, Zhang, Jingyang, Jingkang Yang +21 · 23 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing
- A Closer Look at AUROC and AUPRC under Class Imbalance
2024/01/11 by Matthew B. A. McDermott, McDermott, Matthew B. A., Haoran Zhang +8 · 2 voices · 19 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Data Classification #Methodology (stat.ME) #Text and Document Classification Technologies #cs.LG #stat.ME
- Tokenization Is More Than Compression
2024/02/28 by Craig W. Schmidt, Schmidt, Craig W., Varshini Reddy +11 · 20 citations
Computer Science · #Embedded Systems Design Techniques
- Change is Hard: A Closer Look at Subpopulation Shift
2023/02/23 by Yuzhe Yang, Haoran Zhang, Yang, Yuzhe +5 · 15 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Improving the Fairness of Chest X-ray Classifiers
2022/03/23 by Haoran Zhang, Natalie Dullerud, Zhang, Haoran +9 · 9 citations
Medicine · #Radiomics and Machine Learning in Medical Imaging #Artificial Intelligence in Healthcare and Education #Radiation Dose and Imaging
- CMMMU: A Chinese Massive Multi-discipline Multimodal Understanding Benchmark
2024/01/22 by Ge ZHANG, Zhang, Ge, Xinrun Du +41 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- "Why did the Model Fail?": Attributing Model Performance Changes to Distribution Shifts
2022/10/19 by Haoran Zhang, Zhang, Haoran, Harvineet Singh +5 · 4 citations
Computer Science · #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval
2024/01/24 by Siwei Wu, Yizhi Li, Wu, Siwei +25 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Advanced Image and Video Retrieval Techniques
- BendVLM: Test-Time Debiasing of Vision-Language Embeddings
2024/11/07 by Walter Gerych, Gerych, Walter, Haoran Zhang +11 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Identifying Implicit Social Biases in Vision-Language Models
2024/11/01 by Kimia Hamidieh, Hamidieh, Kimia, Haoran Zhang +7 · 7 citations
Psychology · #Artificial Intelligence (cs.AI) #Categorization, perception, and language #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- Progressive Pretraining Network for 3D System Matrix Calibration in Magnetic Particle Imaging
2023/12/01 by Gen Shi, Lin Yin, Yu An +7 · 3 citations
- LEMoN: Label Error Detection using Multimodal Neighbors
2024/07/10 by Haoran Zhang, Aparna Balagopalan, Zhang, Haoran +11 · 1 citation
Computer Science · Decision Sciences · #Software Testing and Debugging Techniques #Risk and Safety Analysis #Anomaly Detection Techniques and Applications
- Curriculum Prompting Foundation Models for Medical Image Segmentation
2024/09/01 by Xiuqi Zheng, Zheng, Xiuqi, Yuhang Zhang +11 · 1 citation
Medicine · #Radiomics and Machine Learning in Medical Imaging
- ING-VP: MLLMs cannot Play Easy Vision-based Games Yet
2024/10/09 by Haoran Zhang, Zhang, Haoran, Hangyu Guo +11 · 1 citation
Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Robotics and Automated Systems
- Boundary anomaly detection in two-dimensional subsystem symmetry-protected topological phases
2024/12/10 by Ke Ding, Haoran Zhang, Ding, Ke +5 · 1 citation
Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Complex Network Analysis Techniques #FOS: Physical sciences #Neural Networks and Applications #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
- COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation
2020/07/01 by Qingyun Wang, Manling Li, Wang, Qingyun +51 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques