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Xing Xie

  1. Large Language Models Understand and Can be Enhanced by Emotional Stimuli
    2023/07/14 by Cheng Li, Jindong Wang, Li, Cheng +15 · 24 voices · 31 citations
    Computer Science · Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Human-Computer Interaction (cs.HC) #Topic Modeling #cs.AI #cs.CL #cs.HC
  2. A Survey on Evaluation of Large Language Models
    2023/07/06 by Yupeng Chang, Chang, Yupeng, Xu Wang +29 · 372 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  3. A Survey on Evaluation of Large Language Models
    2024/01/23 by Yupeng Chang, Xu Wang, Jindong Wang +13 · 326 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling
  4. CompeteAI: Understanding the Competition Dynamics in Large Language Model-based Agents
    2023/10/26 by Qinlin Zhao, Zhao, Qinlin, Jindong Wang +11 · 2 voices · 34 citations
    Business, Management and Accounting · #FinTech, Crowdfunding, Digital Finance #cs.AI #cs.CL #cs.HC #cs.MA
  5. Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity
    2023/10/11 by Cunxiang Wang, Xiaoze Liu, Wang, Cunxiang +30 · 1 voice · 34 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
  6. PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts
    2023/06/07 by Kaijie Zhu, Zhu, Kaijie, Jindong Wang +19 · 72 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  7. PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization
    2023/06/08 by Yidong Wang, Wang, Yidong, Zhuohao Yu +23 · 67 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  8. A Neural Corpus Indexer for Document Retrieval
    2022/06/06 by Yujing Wang, Yingyan Hou, Wang, Yujing +29 · 1 voice · 17 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling #cs.IR
  9. On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective
    2023/02/22 by Jindong Wang, Wang, Jindong, Xixu Hu +23 · 1 voice · 24 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL #cs.LG
  10. A Survey on Knowledge Graph-Based Recommender Systems
    2020/02/28 by Qingyu Guo, Guo, Qingyu, Fuzhen Zhuang +11 · 31 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Topic Modeling
  11. TrustLLM: Trustworthiness in Large Language Models
    2024/01/01 by Yue Huang, Huang, Yue, Lichao Sun +136 · 54 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI)
  12. Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations
    2023/08/31 by Xu Huang, Jianxun Lian, Huang, Xu +9 · 40 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Natural Language Processing Techniques
  13. GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph
    2021/05/06 by Junhan Yang, Zheng Liu, Yang, Junhan +16 · 27 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  14. DKN: Deep Knowledge-Aware Network for News Recommendation
    2018/01/25 by Hongwei Wang, Wang, Hongwei, Fuzheng Zhang +5 · 23 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Advanced Graph Neural Networks
  15. Learning on Large-scale Text-attributed Graphs via Variational Inference
    2022/10/26 by Jianan Zhao, Zhao, Jianan, Meng Qu +13 · 30 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  16. DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks
    2023/09/29 by Kaijie Zhu, Zhu, Kaijie, Jiaao Chen +9 · 28 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  17. GraphGAN: Graph Representation Learning with Generative Adversarial Nets
    2017/11/22 by Hongwei Wang, Wang, Hongwei, Jia Wang +13 · 19 citations
    Computer Science · Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Bioinformatics and Genomic Networks
  18. Neural News Recommendation with Attentive Multi-View Learning
    2019/07/12 by Chuhan Wu, Fangzhao Wu, Wu, Chuhan +9 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  19. FedCLIP: Fast Generalization and Personalization for CLIP in Federated Learning
    2023/02/27 by Lu Wang, Lu, Wang, Xixu Hu +5 · 17 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  20. PromptBench: A Unified Library for Evaluation of Large Language Models
    2023/12/13 by Kaijie Zhu, Qinlin Zhao, Zhu, Kaijie +7 · 19 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  21. HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation
    2021/06/08 by Tao Qi, Fangzhao Wu, Qi, Tao +11 · 11 citations
    Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  22. ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph
    2024/02/29 by Xukun Liu, Liu, Xukun, Zhiyuan Peng +11 · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  23. Dynamic Evaluation of Large Language Models by Meta Probing Agents
    2024/02/21 by Kaijie Zhu, Zhu, Kaijie, Jindong Wang +7 · 18 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 #Topic Modeling
  24. Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation
    2019/01/23 by Hongwei Wang, Wang, Hongwei, Fuzheng Zhang +9 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Topic Modeling
  25. CultureLLM: Incorporating Cultural Differences into Large Language Models
    2024/02/09 by Cheng Li, Mengzhou Chen, Li, Cheng +7 · 15 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
  26. Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark
    2023/05/17 by Wenjun Peng, Jingwei Yi, Peng, Wenjun +17 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
  27. GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability
    2024/03/07 by Zihan Luo, Luo, Zihan, Xiran Song +13 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  28. PrivTree: A Differentially Private Algorithm for Hierarchical Decompositions
    2016/01/13 by Jun Zhang, Zhang, Jun, Xiaokui Xiao +3 · 5 citations
    Computer Science · #Complexity and Algorithms in Graphs #Cryptography and Data Security #Databases (cs.DB) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  29. GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective
    2022/11/15 by Linyi Yang, Yang, Linyi, Shuibai Zhang +15 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Performance (cs.PF) #Topic Modeling
  30. FedX: Unsupervised Federated Learning with Cross Knowledge Distillation
    2022/07/19 by Sungwon Han, Sungwon Park, Han, Sungwon +11 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  31. Out-of-Distribution Representation Learning for Time Series Classification
    2022/09/15 by Lu Wang, Lu, Wang, Jindong Wang +7 · 8 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring #Time Series Analysis and Forecasting
  32. Denevil: Towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning
    2023/10/17 by Shitong Duan, Xiaoyuan Yi, Duan, Shitong +9 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Topic Modeling
  33. Domain-invariant Feature Exploration for Domain Generalization
    2022/07/25 by Lu Wang, Jindong Wang, Lu, Wang +7 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  34. Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Values
    2023/11/15 by Jing Yao, Xiaoyuan Yi, Yao, Jing +7 · 14 citations
    Social Sciences · Computer Science · #Computational and Text Analysis Methods #Hate Speech and Cyberbullying Detection
  35. Exploring Vision-Language Models for Imbalanced Learning
    2023/04/04 by Yidong Wang, Zhuohao Yu, Wang, Yidong +15 · 9 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  36. CultureVLM: Characterizing and Improving Cultural Understanding of Vision-Language Models for over 100 Countries
    2025/01/02 by Shudong Liu, Yiqiao Jin, Liu, Shudong +15 · 21 citations
    Arts and Humanities · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Media, Religion, Digital Communication
  37. Personalized News Recommendation: Methods and Challenges
    2023/01/10 by Chuhan Wu, Fangzhao Wu, Yongfeng Huang +1 · 7 citations
  38. From Instructions to Intrinsic Human Values -- A Survey of Alignment Goals for Big Models
    2023/08/23 by Jing Yao, Xiaoyuan Yi, Yao, Jing +7 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  39. ToViLaG: Your Visual-Language Generative Model is Also An Evildoer
    2023/12/13 by Xinpeng Wang, Wang, Xinpeng, Xiaoyuan Yi +9 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
  40. KIEval: A Knowledge-grounded Interactive Evaluation Framework for Large Language Models
    2024/02/23 by Zhuohao Yu, Chang Gao, Yu, Zhuohao +15 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  41. NoisyTune: A Little Noise Can Help You Finetune Pretrained Language Models Better
    2022/02/24 by Chuhan Wu, Wu, Chuhan, Fangzhao Wu +7 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  42. CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds
    2024/12/07 by Lei Wang, Wang, Lei, Jianxun Lian +13 · 14 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Wikis in Education and Collaboration
  43. IRGen: Generative Modeling for Image Retrieval
    2023/03/17 by Yidan Zhang, Zhang, Yidan, Ting Zhang +23 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  44. Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings
    2022/04/01 by Shitao Xiao, Xiao, Shitao, Zheng Liu +23 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Domain Adaptation and Few-Shot Learning
  45. FairRec: Fairness-aware News Recommendation with Decomposed Adversarial Learning
    2020/06/30 by Chuhan Wu, Fangzhao Wu, Wu, Chuhan +7 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  46. PTUM: Pre-training User Model from Unlabeled User Behaviors via Self-supervision
    2020/10/04 by Chuhan Wu, Wu, Chuhan, Fangzhao Wu +9 · 6 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling #Web Data Mining and Analysis
  47. Training Large-Scale News Recommenders with Pretrained Language Models in the Loop
    2021/02/18 by Shitao Xiao, Zheng Liu, Xiao, Shitao +7 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  48. FedAttack: Effective and Covert Poisoning Attack on Federated Recommendation via Hard Sampling
    2022/02/10 by Chuhan Wu, Wu, Chuhan, Fangzhao Wu +7 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
  49. Uni-Retriever: Towards Learning The Unified Embedding Based Retriever in Bing Sponsored Search
    2022/02/13 by Jianjin Zhang, Zhang, Jianjin, Zheng Liu +21 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
  50. HousE: Knowledge Graph Embedding with Householder Parameterization
    2022/02/16 by Rui Li, Jianan Zhao, Li, Rui +21 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  51. CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
    2024/07/15 by Jing Yao, Yao, Jing, Xiaoyuan Yi +3 · 9 citations
    Computer Science · #Natural Language Processing Techniques
  52. Towards Fine-Grained Reasoning for Fake News Detection
    2021/09/13 by Yiqiao Jin, Xiting Wang, Jin, Yiqiao +11 · 3 citations
    Computer Science · Social Sciences · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Misinformation and Its Impacts #Topic Modeling
  53. FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning
    2020/03/20 by Suyu Ge, Ge, Suyu, Fangzhao Wu +9 · 3 citations
    Computer Science · Decision Sciences · #Topic Modeling #Data Quality and Management #Machine Learning in Healthcare
  54. Reinforcement Routing on Proximity Graph for Efficient Recommendation
    2022/01/23 by Feng Chao, Defu Lian, Feng, Chao +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  55. CulturePark: Boosting Cross-cultural Understanding in Large Language Models
    2024/05/24 by Cheng Li, Li, Cheng, Damien Teney +9 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Natural Language Processing Techniques
  56. Aligning Large Language Models for Controllable Recommendations
    2024/03/08 by Wensheng Lü, Lu, Wensheng, Jianxun Lian +11 · 5 citations
    Computer Science · #68T50 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
  57. Supervised Knowledge Makes Large Language Models Better In-context Learners
    2023/12/26 by Linyi Yang, Yang, Linyi, Shuibai Zhang +19 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  58. DIVERSIFY: A General Framework for Time Series Out-of-distribution Detection and Generalization
    2023/08/04 by Lu Wang, Jindong Wang, Lu, Wang +11 · 4 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring #Signal Processing (eess.SP) #Time Series Analysis and Forecasting #electronic engineering #information engineering
  59. FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning
    2022/06/07 by Tao Qi, Qi, Tao, Fangzhao Wu +13 · 3 citations
    Computer Science · Social Sciences · #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  60. Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention
    2022/11/14 by Wenhao Li, Xiaoyuan Yi, Li, Wenhao +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  61. Image Inspired Poetry Generation in XiaoIce
    2018/08/09 by Wen‐Feng Cheng, Chao-Chung Wu, Cheng, Wen-Feng +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
  62. Diversify: A General Framework for Time Series Out-of-Distribution Detection and Generalization
    2024/01/17 by Wang Lu, Lu Wang, Jindong Wang +5 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Time Series Analysis and Forecasting #Data Stream Mining Techniques
  63. Distillation from Heterogeneous Models for Top-K Recommendation
    2023/03/02 by SeongKu Kang, Wonbin Kweon, Kang, SeongKu +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning and Data Classification #Recommender Systems and Techniques
  64. Control Risk for Potential Misuse of Artificial Intelligence in Science
    2023/12/11 by Jiyan He, He, Jiyan, Weitao Feng +23 · 4 citations
    Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences
  65. A Survey on Knowledge Graph-Based Recommender Systems
    2020/10/07 by Qingyu Guo, Fuzhen Zhuang, Chuan Qin +4 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Caching and Content Delivery #Recommender Systems and Techniques
  66. Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization
    2024/03/06 by Shitong Duan, Duan, Shitong, Xiaoyuan Yi +11 · 4 citations
    Psychology · #Artificial Intelligence (cs.AI) #Color perception and design #Computation and Language (cs.CL) #FOS: Computer and information sciences
  67. CDEval: A Benchmark for Measuring the Cultural Dimensions of Large Language Models
    2023/11/28 by Yuhang Wang, Yanxu Zhu, Wang, Yuhang +11 · 4 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Computers and Society (cs.CY) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  68. Sampling-Decomposable Generative Adversarial Recommender
    2020/11/02 by Binbin Jin, Defu Lian, Jin, Binbin +11 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
  69. Beyond Human Norms: Unveiling Unique Values of Large Language Models through Interdisciplinary Approaches
    2024/04/19 by Pablo Biedma, Biedma, Pablo, Xiaoyuan Yi +7 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  70. Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations
    2023/05/22 by Hao Chen, Ankit Shah, Chen, Hao +15 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
  71. The Road to Artificial SuperIntelligence: A Comprehensive Survey of Superalignment
    2024/12/21 by Ryu, DongHyun, Kim, HyunJin, Yi, Xiaoyuan +9 · 6 citations
    Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Space Science and Extraterrestrial Life
  72. ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models
    2024/03/08 by Jio Oh, Soyeon Kim, Oh, Jio +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  73. Show Me the Whole World: Towards Entire Item Space Exploration for Interactive Personalized Recommendations
    2021/10/19 by Yu Song, Song, Yu, Jianxun Lian +11 · 2 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Smart Grid Energy Management
  74. Unpacking the Ethical Value Alignment in Big Models
    2023/10/26 by Xiaoyuan Yi, Yi, Xiaoyuan, Jing Yao +5 · 4 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  75. AdsGNN: Behavior-Graph Augmented Relevance Modeling in Sponsored Search
    2021/04/25 by Chaozhuo Li, Bochen Pang, Li, Chaozhuo +17 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR)
  76. ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning
    2023/10/08 by Lu Wang, Hao Yu, Lu, Wang +15 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  77. Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval
    2022/01/14 by Shitao Xiao, Xiao, Shitao, Zheng Liu +21 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
  78. MetaFed: Federated Learning among Federations with Cyclic Knowledge Distillation for Personalized Healthcare
    2022/06/17 by Yiqiang Chen, Chen, Yiqiang, Lu Wang +6 · 2 citations
    Computer Science · Health Professions · Medicine · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Health and mHealth Applications #Privacy-Preserving Technologies in Data #Telemedicine and Telehealth Implementation
  79. High-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text-attributed Graphs
    2024/02/26 by Peiyan Zhang, Zhang, Peiyan, Chaozhuo Li +11 · 3 citations
    Computer Science · #FOS: Computer and information sciences #H.3.3 #Information Retrieval (cs.IR) #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
  80. Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations
    2023/11/16 by Jing Yao, Wei Xu, Yao, Jing +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
  81. Value Compass Benchmarks: A Platform for Fundamental and Validated Evaluation of LLMs Values
    2025/01/13 by Jing Yao, Xiaoyuan Yi, Yao, Jing +18 · 7 citations
    Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Innovation Policy and R&D #Research Data Management Practices #Research, Science, and Academia
  82. Women heterozygous forNALP7/NLRP7 mutations are at risk for reproductive wastage: report of two novel mutations
    2007/01/01 by Jinhua Qian, Catherine Deveault, Rashmi Bagga +2 · 3 citations
    Health Professions · #Child and Adolescent Health
  83. Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing
    2024/06/20 by Han Jiang, Jiang, Han, Xiaoyuan Yi +7 · 4 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Computers and Society (cs.CY) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  84. The Good, The Bad, and Why: Unveiling Emotions in Generative AI
    2023/12/18 by Cheng Li, Li, Cheng, Jindong Wang +17 · 3 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Language and cultural evolution #Topic Modeling
  85. Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations
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    Computer Science · #Recommender Systems and Techniques #Multimodal Machine Learning Applications #Advanced Graph Neural Networks
  86. An Adaptive Graph Pre-training Framework for Localized Collaborative Filtering
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    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
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    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  88. Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks
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    Engineering · Neuroscience · Psychology · #Aerospace and Aviation Technology #Motor Control and Adaptation #Human-Automation Interaction and Safety
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    Business, Management and Accounting · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences
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    Computer Science · Social Sciences · Decision Sciences · #Recommender Systems and Techniques #Human Mobility and Location-Based Analysis #Advanced Bandit Algorithms Research
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    Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG)
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    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
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    Psychology · #Counseling, Therapy, and Family Dynamics #Counseling Practices and Supervision #Psychology, Coaching, and Therapy
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    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
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    Computer Science · Social Sciences · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Information Retrieval (cs.IR) #Recommender Systems and Techniques
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    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning and Data Classification #Speech Recognition and Synthesis #Topic Modeling
  97. Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving
    2021/09/11 by Tao Qi, Qi, Tao, Fangzhao Wu +7 · 1 citation
    Computer Science · #Caching and Content Delivery #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
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    2022/04/10 by Tao Qi, Fangzhao Wu, Qi, Tao +13 · 1 citation
    Computer Science · #Recommender Systems and Techniques #Topic Modeling
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    Computer Science · Engineering · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning in Materials Science #cs.AI
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    2022/10/13 by Seungeon Lee, Lee, Seungeon, Xiting Wang +9 · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Topic Modeling #Machine Learning and Data Classification
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    Business, Management and Accounting · #Accounting and Organizational Management #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
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    2022/07/13 by Jinyi Hu, Hu, Jinyi, Xiaoyuan Yi +7 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  103. Test-Time Training for Graph Neural Networks
    2022/10/17 by Yiqi Wang, Chaozhuo Li, Wang, Yiqi +11 · 1 citation
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning in Materials Science
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    2022/12/21 by Dongmin Hyun, Hyun, Dongmin, Xiting Wang +7 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
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    2022/11/20 by Hao Chen, Yue Fan, Chen, Hao +13 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
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    Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Privacy-Preserving Technologies in Data
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    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
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    Computer Science · #Machine Learning and Data Classification #Topic Modeling #Natural Language Processing Techniques
  109. Towards Attack-tolerant Federated Learning via Critical Parameter Analysis
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    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
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    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Computers and Society (cs.CY) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
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    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Human-Technology Interaction #Machine Learning (cs.LG) #Persona Design and Applications #Technology Use by Older Adults
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    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
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    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
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    Computer Science · Materials Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
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    #cs.HC #cs.CY