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Ryan A. Rossi

  1. NoLiMa: Long-Context Evaluation Beyond Literal Matching
    2025/02/07 by Ali Modarressi, Modarressi, Ali, Hanieh Deilamsalehy +11 · 15 voices · 20 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and dialogue systems #cs.CL
  2. DynaSaur: Large Language Agents Beyond Predefined Actions
    2024/11/04 by Dang Nguyen, Deanna D. Nguyen, Viet Dac Lai +23 · 16 voices · 7 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  3. Bias and Fairness in Large Language Models: A Survey
    2024/01/01 by Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow +6 · 96 citations
    Computer Science · #Topic Modeling #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques
  4. Personalization of Large Language Models: A Survey
    2024/10/29 by Zhehao Zhang, Zhang, Zhehao, Ryan A. Rossi +41 · 2 voices · 18 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  5. Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback
    2023/07/29 by Viet Dac Lai, Lai, Viet Dac, Chien Van Nguyen +11 · 23 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  6. CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
    2023/09/17 by Thuat Nguyen-Tran, Nguyen, Thuat, Chien Van Nguyen +13 · 20 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  7. Retrieval-Augmented Generation with Graphs (GraphRAG)
    2024/12/31 by Haoyu Han, Han, Haoyu, Yu Wang +32 · 38 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning and Algorithms #DNA and Biological Computing
  8. ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search
    2023/10/20 by Yuchen Zhuang, Zhuang, Yuchen, Xiang Chen +13 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  9. Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes
    2024/02/03 by Isabel O. Gallegos, Gallegos, Isabel O., Ryan A. Rossi +15 · 15 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  10. GUI Agents: A Survey
    2024/12/18 by Deanna D. Nguyen, Nguyen, Dang, Jian Chen +54 · 22 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Human-Computer Interaction (cs.HC) #Robotic Path Planning Algorithms #Web Data Mining and Analysis
  11. Parallel Maximum Clique Algorithms with Applications to Network Analysis and Storage
    2013/02/25 by Ryan A. Rossi, David F. Gleich, Rossi, Ryan A. +5 · 4 citations
    Computer Science · #Algorithms and Data Compression #Advanced Data Storage Technologies #Caching and Content Delivery
  12. LongLaMP: A Benchmark for Personalized Long-form Text Generation
    2024/06/27 by Ishita Kumar, Kumar, Ishita, Viswanathan, Snigdha +24 · 12 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  13. Visual Prompting in Multimodal Large Language Models: A Survey
    2024/09/05 by Junda Wu, Wu, Junda, Zhehao Zhang +27 · 11 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling
  14. VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation
    2024/12/14 by Manan Suri, Puneet Mathur, Suri, Manan +9 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Video Analysis and Summarization #Web Data Mining and Analysis
  15. SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
    2024/11/02 by Jian Chen, Chen, Jian, Ruiyi Zhang +15 · 11 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  16. Neural Point Process for Learning Spatiotemporal Event Dynamics
    2021/12/12 by Zihao Zhou, Xingyi Yang, Zhou, Zihao +7 · 3 citations
    Mathematics · Engineering · #Point processes and geometric inequalities #3D Shape Modeling and Analysis
  17. Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval
    2024/10/17 by Yu Xia, Xia, Yu, Junda Wu +11 · 7 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies #Topic Modeling
  18. A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models
    2025/02/22 by Zihao Lin, Samyadeep Basu, Lin, Zihao +39 · 9 citations
    Environmental Science · Engineering · #Groundwater flow and contamination studies #Dam Engineering and Safety #Tunneling and Rock Mechanics
  19. Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits
    2024/03/11 by Yu Xia, Xia, Yu, Fang Kong +11 · 4 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
  20. GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions
    2023/10/23 by Ting-Yao Hsu, Chieh-Yang Huang, Hsu, Ting-Yao +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  21. Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering
    2024/09/04 by Yeonjun In, In, Yeonjun, Sungchul Kim +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  22. Survey of User Interface Design and Interaction Techniques in Generative AI Applications
    2024/10/28 by Reuben Luera, Ryan A. Rossi, Luera, Reuben +23 · 1 voice · 4 citations
    #cs.HC #cs.AI #cs.CL #cs.LG
  23. Numerical Pruning for Efficient Autoregressive Models
    2024/12/17 by Shen, Xuan, Zhao Song, Yufa Zhou +26 · 5 citations
    Computer Science · #Matrix Theory and Algorithms
  24. Learning Role-based Graph Embeddings
    2018/02/07 by Nesreen K. Ahmed, Ryan A. Rossi, Ahmed, Nesreen K. +11 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #Epigenetics and DNA Methylation #FOS: Computer and information sciences #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
  25. Generative AI for Autonomous Driving: Frontiers and Opportunities
    2025/05/13 by Yuping Wang, Shuo Xing, Wang, Yuping +89 · 11 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Transportation and Mobility Innovations
  26. AD-LLM: Benchmarking Large Language Models for Anomaly Detection
    2024/12/15 by Tiankai Yang, Yang, Tiankai, Yi Nian +21 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Topic Modeling
  27. An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization
    2021/07/16 by Hyeok Kim, Ryan A. Rossi, Kim, Hyeok +7 · 2 citations
    Computer Science · #Data Visualization and Analytics #Constraint Satisfaction and Optimization #Data Management and Algorithms
  28. Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey
    2025/05/18 by Md Mehrab Tanjim, Tanjim, Md Mehrab, Yeonjun In +19 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  29. On Sampling from Massive Graph Streams
    2017/03/07 by Nesreen K. Ahmed, Ahmed, Nesreen K., Nick Duffield +5 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Information Retrieval (cs.IR) #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
  30. Towards Optimal Multi-draft Speculative Decoding
    2025/02/26 by Zhengmian Hu, Hu, Zhengmian, Tong Zheng +13 · 4 citations
    Computer Science · #Big Data and Digital Economy #Computation and Language (cs.CL) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  31. Automating Outlier Detection via Meta-Learning
    2020/09/22 by Yue Zhao, Ryan A. Rossi, Zhao, Yue +3 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Water Systems and Optimization
  32. From Selection to Generation: A Survey of LLM-based Active Learning
    2025/02/17 by Yu Xia, Subhojyoti Mukherjee, Xia, Yu +65 · 4 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Open Education and E-Learning #Wikis in Education and Collaboration
  33. Hallucination Diversity-Aware Active Learning for Text Summarization
    2024/04/02 by Yu Xia, Xu Liu, Xia, Yu +13 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models
    2025/04/09 by Zhouhang Xie, Junda Wu, Xie, Zhouhang +20 · 5 citations
    Computer Science · #Recommender Systems and Techniques #Topic Modeling #Natural Language Processing Techniques
  35. Deep Feature Learning for Graphs
    2017/04/28 by Ryan A. Rossi, Rong Zhou, Rossi, Ryan A. +3 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Epigenetics and DNA Methylation #Topic Modeling
  36. Exact Representation of Sparse Networks with Symmetric Nonnegative Embeddings
    2021/11/04 by Sudhanshu Chanpuriya, Chanpuriya, Sudhanshu, Ryan A. Rossi +11 · 1 citation
    Physics and Astronomy · Computer Science · Mathematics · #Complex Network Analysis Techniques #Advanced Graph Neural Networks #Graph theory and applications
  37. Quantitative LLM Judges
    2025/06/03 by Jeevana Kruthi Karnuthala, Sahoo, Aishwarya, Karnuthala, Jeevana Kruthi +19 · 3 citations
    Business, Management and Accounting · Social Sciences · #Computation and Language (cs.CL) #Dispute Resolution and Class Actions #FOS: Computer and information sciences #Legal Education and Practice Innovations #Legal Systems and Judicial Processes #Machine Learning (cs.LG)
  38. GRS-QA -- Graph Reasoning-Structured Question Answering Dataset
    2024/11/01 by Anish Pahilajani, Devasha Trivedi, Pahilajani, Anish +16 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
  39. Graph Learning with Localized Neighborhood Fairness
    2022/12/22 by April Chen, Ryan A. Rossi, Chen, April +15 · 1 citation
    Computer Science · Psychology · Social Sciences · #Advanced Graph Neural Networks #Cognitive Functions and Memory #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  40. A Hypergraph Neural Network Framework for Learning Hyperedge-Dependent Node Embeddings
    2022/12/28 by Ryan Aponte, Ryan A. Rossi, Aponte, Ryan +15 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Data Visualization and Analytics #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  41. Structured Dynamic Pricing: Optimal Regret in a Global Shrinkage Model
    2023/03/28 by Rashmi Ranjan Bhuyan, Adel Javanmard, Bhuyan, Rashmi Ranjan +11 · 1 citation
    Economics, Econometrics and Finance · Social Sciences · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Health disparities and outcomes #Machine Learning (cs.LG) #Spatial and Panel Data Analysis
  42. In-context Ranking Preference Optimization
    2025/04/21 by Junda Wu, Rohan Surana, Wu, Junda +15 · 2 voices · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
  43. CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement
    2024/11/07 by Leitian Tao, Xiang Chen, Tao, Leitian +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Natural Language Processing Techniques
  44. Few-Shot Graph Out-of-Distribution Detection with LLMs
    2025/03/28 by Haoyan Xu, Xu, Haoyan, Yushun Dong +10 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Multimodal Machine Learning Applications #Graph Theory and Algorithms
  45. Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents
    2025/06/02 by Manan Suri, Puneet Mathur, Suri, Manan +11 · 2 citations
    Neuroscience · #Computation and Language (cs.CL) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences
  46. Continuous Treatment Effects with Surrogate Outcomes
    2024/01/31 by Zhenghao Zeng, Zeng, Zhenghao, David Arbour +11 · 1 citation
    Economics, Econometrics and Finance · #Health Systems, Economic Evaluations, Quality of Life
  47. Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion
    2026/05/12 by Chien Van Nguyen, Chaitra Hegde, Van Cuong Pham +3 · 1 voice
    #cs.LG #cs.AI
  48. Learning to Reduce: Towards Improving Performance of Large Language Models on Structured Data
    2024/07/03 by Younghun Lee, Lee, Younghun, Sungchul Kim +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  49. Large Generative Graph Models
    2024/06/07 by Yu Wang, Wang, Yu, Ryan A. Rossi +15 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  50. Do Large Multimodal Models Solve Caption Generation for Scientific Figures? Lessons Learned from SciCap Challenge 2023
    2025/01/31 by Ting-Yao Hsu, Yi-Li Hsu, Hsu, Ting-Yao E. +19 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  51. Taipan: Efficient and Expressive State Space Language Models with Selective Attention
    2024/10/24 by Chien Van Nguyen, Van Nguyen, Chien, Huy Huu Nguyen +19 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  52. Document Attribution: Examining Citation Relationships using Large Language Models
    2025/05/09 by Vipula Rawte, Rawte, Vipula, Ryan A. Rossi +5 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Text Readability and Simplification #Topic Modeling
  53. A Framework for Generalizing Graph-based Representation Learning Methods
    2017/09/14 by Nesreen K. Ahmed, Ahmed, Nesreen K., Ryan A. Rossi +11 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Topic Modeling
  54. Drift No More? Context Equilibria in Multi-Turn LLM Interactions
    2025/10/09 by Vardhan Dongre, Dongre, Vardhan, Ryan A. Rossi +9 · 2 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  55. Personalized Graph-Based Retrieval for Large Language Models
    2025/01/04 by Steven Au, Cameron J. Dimacali, Au, Steven +17 · 1 citation
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
  56. On Mechanistic Circuits for Extractive Question-Answering
    2025/02/12 by Samyadeep Basu, Vlad I. Morariu, Basu, Samyadeep +11 · 1 citation
    Computer Science · #Topic Modeling #Seismology and Earthquake Studies
  57. RRPO: Reference-Relative Policy Optimization with Stratified Conditional Rollouts
    2026/07/20 by Yuxin Xiong, Xunyi Jiang, Rohan Surana +8
    #cs.LG #cs.AI