Huzefa Rangwala
- Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
2023/10/14 by Hengrui Zhang, Jiani Zhang, Zhang, Hengrui +13 · 54 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare
- FedAT: A High-Performance and Communication-Efficient Federated Learning System with Asynchronous Tiers
2020/10/12 by Zheng Chai, Chai, Zheng, Yujing Chen +9 · 9 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Networking and Internet Architecture (cs.NI) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection
2023/10/30 by Costas Mavromatis, Mavromatis, Costas, Balasubramaniam Srinivasan +11 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- OpenTab: Advancing Large Language Models as Open-domain Table Reasoners
2024/02/22 by Kezhi Kong, Jiani Zhang, Kong, Kezhi +13 · 9 citations
Computer Science · Decision Sciences · #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs
2023/10/05 by Zifeng Wang, Zichen Wang, Wang, Zifeng +9 · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #vaccines and immunoinformatics approaches
- Colonic microbiome is altered in alcoholism
2012/05/01 by Ece A. Mutlu, Patrick M. Gillevet, Huzefa Rangwala +6 · 2 citations
- NameGuess: Column Name Expansion for Tabular Data
2023/10/19 by Jiani Zhang, Zhang, Jiani, Zhengyuan Shen +9 · 5 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases
2024/12/20 by Meng-Chieh Lee, Lee, Meng-Chieh, Qi Zhu +13 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent\n Prediction and Slot Filling
2021/03/13 by Jitin Krishnan, Krishnan, Jitin, Antonios Anastasopoulos +6 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
- Protein Structure Tokenization: Benchmarking and New Recipe
2025/02/28 by Xinyu Yuan, Zichen Wang, Yuan, Xinyu +6 · 1 voice · 5 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · #Ubiquitin and proteasome pathways #Enzyme Structure and Function #RNA and protein synthesis mechanisms
- Trade-offs between Group Fairness Metrics in Societal Resource Allocation
2022/02/24 by Tasfia Mashiat, Mashiat, Tasfia, Xavier Gitiaux +7 · 2 citations
Health Professions · Economics, Econometrics and Finance · Social Sciences · #Homelessness and Social Issues #Housing, Finance, and Neoliberalism #Social Policy and Reform Studies
- Long-context Protein Language Modeling Using Bidirectional Mamba with Shared Projection Layers
2024/10/29 by Yingheng Wang, Zichen Wang, Wang, Yingheng +11 · 5 citations
Biochemistry, Genetics and Molecular Biology · #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG) #Machine Learning in Bioinformatics
- MLZero: A Multi-Agent System for End-to-end Machine Learning Automation
2025/05/20 by Haoyang Fang, Boran Han, Fang, Haoyang +22 · 6 citations
Computer Science · #Data Stream Mining Techniques
- Cross-Lingual Text Classification of Transliterated Hindi and Malayalam
2021/08/31 by Jitin Krishnan, Antonios Anastasopoulos, Krishnan, Jitin +5 · 1 citation
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Asynchronous Federated Learning for Sensor Data with Concept Drift
2021/09/01 by Yujing Chen, Chen, Yujing, Zheng Chai +5 · 1 citation
Computer Science · #Caching and Content Delivery #Data Stream Mining Techniques #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Parallel #and Cluster Computing (cs.DC)
- Bridging the Training-Inference Gap in LLMs by Leveraging Self-Generated Tokens
2024/10/18 by Zhepeng Cen, Yao Liu, Cen, Zhepeng +11 · 2 citations
Computer Science · #Natural Language Processing Techniques
- VeriCoT: Neuro-symbolic Chain-of-Thought Validation via Logical Consistency Checks
2025/11/06 by Feng Yu, Feng, Yu, Nathaniel Weir +13 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge
- Offline Learning and Forgetting for Reasoning with Large Language Models
2025/04/15 by Tianwei Ni, Allen Nie, Ni, Tianwei +9 · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- AutoG: Towards automatic graph construction from tabular data
2025/01/25 by Zhikai Chen, Han Xie, Chen, Zhikai +11 · 2 citations
Computer Science · #Semantic Web and Ontologies #Data Mining Algorithms and Applications #Natural Language Processing Techniques
- CoddLLM: Empowering Large Language Models for Data Analytics
2025/02/01 by Jiani Zhang, Zhang, Jiani, Hengrui Zhang +15 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data Technologies and Applications #Data Mining Algorithms and Applications #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences