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Tong Yu

  1. Bias and Fairness in Large Language Models: A Survey
    2024/01/01 by Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow +6 · 100 citations
    Computer Science · #Topic Modeling #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques
  2. Personalization of Large Language Models: A Survey
    2024/10/29 by Zhehao Zhang, Zhang, Zhehao, Ryan A. Rossi +41 · 2 voices · 20 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  3. Hyper-Parameter Optimization: A Review of Algorithms and Applications
    2020/03/12 by Tong Yu, Hong Zhu, Yu, Tong +1 · 12 citations
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  4. ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search
    2023/10/20 by Yuchen Zhuang, Xiang Chen, Zhuang, Yuchen +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
  5. Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes
    2024/02/03 by Isabel O. Gallegos, Ryan A. Rossi, Gallegos, Isabel O. +15 · 15 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  6. Large Language Models and Causal Inference in Collaboration: A Survey
    2024/03/14 by Xiaoyu Liu, Liu, Xiaoyu, Paiheng Xu +23 · 15 citations
    Computer Science · #Topic Modeling
  7. Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs
    2024/04/24 by Yu Xia, Xia, Yu, Rui Wang +13 · 15 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Research Data Management Practices #Scientific Computing and Data Management #Semantic Web and Ontologies
  8. Dissecting Self-Supervised Learning Methods for Surgical Computer Vision
    2022/07/01 by Sanat Ramesh, Vinkle Srivastav, Ramesh, Sanat +22 · 9 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Artificial Intelligence in Healthcare and Education #Radiomics and Machine Learning in Medical Imaging
  9. Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models
    2022/12/16 by Qiucheng Wu, Wu, Qiucheng, Yujian Liu +15 · 8 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Video Analysis and Summarization
  10. Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures
    2023/07/27 by Kun Yuan, Vinkle Srivastav, Yuan, Kun +12 · 9 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · Health Professions · #Multimodal Machine Learning Applications #Cancer-related molecular mechanisms research #Interpreting and Communication in Healthcare
  11. Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark
    2021/09/30 by Martin Wagner, Wagner, Martin, Beat P. Müller‐Stich +78 · 6 citations
    Medicine · #Surgical Simulation and Training #Cardiac, Anesthesia and Surgical Outcomes
  12. Visual Prompting in Multimodal Large Language Models: A Survey
    2024/09/05 by Junda Wu, Wu, Junda, Zhehao Zhang +27 · 12 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling
  13. 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
  14. Learning k-body Hamiltonians via compressed sensing
    2024/10/24 by Muzhou Ma, Ma, Muzhou, Steven T. Flammia +5 · 10 citations
    Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Atomic and Subatomic Physics Research #Advanced Thermodynamics and Statistical Mechanics
  15. InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding
    2023/06/08 by Junda Wu, Tong Yu, Wu, Junda +15 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
  16. Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits
    2024/03/11 by Yu Xia, Fang Kong, Xia, Yu +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
  17. 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
  18. Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation
    2025/02/05 by Shubham Agarwal, Agarwal, Shubham, Sundaresan, Sai +12 · 7 citations
    Computer Science · #Caching and Content Delivery #Algorithms and Data Compression #Advanced Data Storage Technologies
  19. Benchmarking Reasoning Robustness in Large Language Models
    2025/03/06 by Tong Yu, Yongcheng Jing, Yu, Tong +15 · 8 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  20. The Closeness of In-Context Learning and Weight Shifting for Softmax Regression
    2023/04/26 by Shuai Li, Li, Shuai, Zhao Song +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
  21. 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
    Computer Science · Psychology · #Context-Aware Activity Recognition Systems #Human-Automation Interaction and Safety #Speech and dialogue systems #cs.AI #cs.CL #cs.HC #cs.LG
  22. Classification of Long Sequential Data using Circular Dilated Convolutional Neural Networks
    2022/01/06 by Lei Cheng, Cheng, Lei, Ruslan Khalitov +5 · 2 citations
    Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
  23. ActPlane: Programmable OS-Level Policy Enforcement for Agent Harnesses
    2026/06/23 by Yusheng Zheng, Tianyuan Wu, Quanzhi Fu +6 · 2 voices
    #cs.OS
  24. Learning from a tiny dataset of manual annotations: a teacher/student approach for surgical phase recognition
    2018/11/30 by Tong Yu, Yu, Tong, Didier Mutter +5 · 2 citations
    Medicine · Engineering · #Surgical Simulation and Training #Colorectal Cancer Screening and Detection #Robotics and Sensor-Based Localization
  25. Hierarchical Conversational Preference Elicitation with Bandit Feedback
    2022/09/06 by Jinhang Zuo, Zuo, Jinhang, Songwen Hu +9 · 2 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Smart Grid Energy Management
  26. Numerical Pruning for Efficient Autoregressive Models
    2024/12/17 by Shen, Xuan, Zhao Song, Song, Zhao +26 · 5 citations
    Computer Science · #Matrix Theory and Algorithms
  27. A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms
    2025/04/23 by Chengkai Huang, Huang, Chengkai, Hongtao Huang +15 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  28. Foundation Models for Recommender Systems: A Survey and New Perspectives
    2024/02/17 by Chengkai Huang, Huang, Chengkai, Tong Yu +9 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  29. 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
  30. 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)
  31. ChordMixer: A Scalable Neural Attention Model for Sequences with Different Lengths
    2022/06/12 by Ruslan Khalitov, Khalitov, Ruslan, Tong Yu +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Computational Physics and Python Applications #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #Topic Modeling
  32. Semi-Supervised Convolutional Neural Networks for Human Activity Recognition
    2018/01/22 by Ming Zeng, Zeng, Ming, Tong Yu +9 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  33. Structured Dynamic Pricing: Optimal Regret in a Global Shrinkage Model
    2023/03/28 by Rashmi Ranjan Bhuyan, Bhuyan, Rashmi Ranjan, Adel Javanmard +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
  34. 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
  35. Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning
    2023/05/20 by Kaige Xie, Xie, Kaige, Tong Yu +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  36. 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
  37. YUAN 2.0: A Large Language Model with Localized Filtering-based Attention
    2023/11/27 by Shaohua Wu, Wu, Shaohua, Xudong Zhao +20 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  38. Online Corrupted User Detection and Regret Minimization
    2023/10/07 by Zhiyong Wang, Wang, Zhiyong, Jize Xie +7 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Spam and Phishing Detection
  39. Heisenberg-limited Hamiltonian learning continuous variable systems via engineered dissipation
    2025/05/31 by Tim Möbus, Möbus, Tim, Andreas Blühm +9 · 3 citations
    Physics and Astronomy · Engineering · Computer Science · #Advanced Thermodynamics and Statistical Mechanics #Control and Stability of Dynamical Systems #Neural Networks and Applications
  40. Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models
    2024/04/04 by Chengkai Huang, Huang, Chengkai, Xia, Yu +9 · 1 citation
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Access Control and Trust
  41. Improved Hamiltonian learning and sparsity testing through Bell sampling
    2025/09/09 by Tong Yu, Sinha, Savar D., Tong, Yu · 5 citations
    Computer Science · Engineering · #Complexity and Algorithms in Graphs #FOS: Physical sciences #Quantum Physics (quant-ph) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  42. Learning to Reduce: Towards Improving Performance of Large Language Models on Structured Data
    2024/07/03 by Younghun Lee, Sungchul Kim, Lee, Younghun +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  43. 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
  44. Children weigh internet inaccuracy when trusting in online information
    2024/10/16 by Yu Tong, Tong Yu, Judith H. Danovitch +2 · 1 citation
    Social Sciences · #Child Development and Digital Technology #Impact of Technology on Adolescents #Gender and Technology in Education
  45. Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent
    2025/02/17 by Junda Wu, Yuxin Xiong, Wu, Junda +21 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Educational Technology and Assessment #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Robotics and Automated Systems
  46. gpuext: Extensible OS Policies for GPUs via eBPF
    2025/12/14 by Yusheng Zheng, Zheng, Yusheng, Tong Yu +17 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #FOS: Computer and information sciences #Operating Systems (cs.OS) #Parallel Computing and Optimization Techniques #Security and Verification in Computing
  47. Federated Retrieval Augmented Generation for Multi-Product Question Answering
    2025/01/25 by Parshin Shojaee, Shojaee, Parshin, Sai Sree Harsha +9 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Web Data Mining and Analysis
  48. RRPO: Reference-Relative Policy Optimization with Stratified Conditional Rollouts
    2026/07/20 by Yuxin Xiong, Xunyi Jiang, Rohan Surana +8
    #cs.LG #cs.AI
  49. Filesystem-Based Memory for LLM Agents: Organization, Evolution, and Sustainability
    2026/07/29 by Sizhe Zhou, Sheldon Yu, Hui Wei +8
    Computer Science · #cs.AI #cs.CL
  50. Can We Break LLMs Out of Self-Loops? Fine-Grained Reasoning Control with Activation Steering
    2026/07/20 by Sheldon Yu, Tong Yu, Xunyi Jiang +6
    #cs.AI