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Wang, Xinbing

  1. Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing
    2023/02/03 by Yunchong Song, Song, Yunchong, Chenghu Zhou +5 · 22 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Stochastic Gradient Optimization Techniques
  2. Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus
    2023/11/22 by Tianhang Zhang, Zhang, Tianhang, Lin Qiu +15 · 26 citations
    Computer Science · Psychology · #Topic Modeling #Machine Learning in Healthcare #Mental Health via Writing
  3. K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization
    2023/06/08 by Cheng Deng, Deng, Cheng, Tianhang Zhang +20 · 15 citations
    Computer Science · Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #F.4.1 #FOS: Computer and information sciences #Geological Modeling and Analysis #I.2.7 #Natural Language Processing Techniques #Topic Modeling
  4. RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL
    2022/05/14 by Jiexing Qi, Jingyao Tang, Qi, Jiexing +14 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  5. HuRef: HUman-REadable Fingerprint for Large Language Models
    2023/12/08 by Boyi Zeng, Zeng, Boyi, Wang, Lizheng +6 · 12 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  6. GeoGalactica: A Scientific Large Language Model in Geoscience
    2023/12/31 by Zhouhan Lin, Cheng Deng, Lin, Zhouhan +36 · 9 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Earth and Planetary Sciences · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #F.4.1 #FOS: Computer and information sciences #Geological Modeling and Analysis #I.2.7 #Topic Modeling
  7. Cooperative Open-ended Learning Framework for Zero-shot Coordination
    2023/02/09 by Yang Li, Shao Zhang, Li, Yang +11 · 6 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  8. Mutual Theory of Mind in Human-AI Collaboration: An Empirical Study with LLM-driven AI Agents in a Real-time Shared Workspace Task
    2024/09/13 by Shao Zhang, Xihuai Wang, Zhang, Shao +14 · 8 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Business Process Modeling and Analysis #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multiagent Systems (cs.MA) #Semantic Web and Ontologies
  9. Pretraining Language Models to Ponder in Continuous Space
    2025/05/27 by Zeng, Boyi, Song, Shixiang, Huang, Siyuan +6 · 14 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. CommunityGAN: Community Detection with Generative Adversarial Nets
    2019/01/20 by Jia, Yuting, Zhang, Qinqin, Zhang, Weinan +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  11. G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection
    2024/02/07 by Fan Wu, Jinling Gao, Wu, Fan +9 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification #Neural Networks and Applications
  12. Tackling Cooperative Incompatibility for Zero-Shot Human-AI Coordination
    2023/06/05 by Yang Li, Li, Yang, Shao Zhang +13 · 3 citations
    Computer Science · Social Sciences · #Reinforcement Learning in Robotics #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI)
  13. Graph Out-of-Distribution Generalization with Controllable Data Augmentation
    2023/08/16 by Bin Lu, Xiaoying Gan, Lu, Bin +11 · 3 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  14. CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection
    2024/05/26 by Lin Zhu, Yifeng Yang, Zhu, Lin +9 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Filter Design and Implementation #FOS: Computer and information sciences #Image and Signal Denoising Methods #Neural Networks and Applications
  15. Exploring and Verbalizing Academic Ideas by Concept Co-occurrence
    2023/06/04 by Yi Xu, Xu, Yi, Shuqian Sheng +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  16. Scientific and technological knowledge grows linearly over time
    2024/09/12 by Huquan Kang, Luoyi Fu, Kang, Huquan +15 · 2 voices
    Decision Sciences · Economics, Econometrics and Finance · #Economic and Technological Innovation #FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Innovation Diffusion and Forecasting #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #scientometrics and bibliometrics research
  17. AceKG: A Large-scale Knowledge Graph for Academic Data Mining
    2018/07/23 by Wang, Ruijie, Yan, Yuchen, Wang, Jialu +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  18. Good Idea or Not, Representation of LLM Could Tell
    2024/09/07 by Yi Xu, Bo Xue, Xu, Yi +15 · 3 citations
    Business, Management and Accounting · Social Sciences · #Artificial Intelligence (cs.AI) #Comparative and International Law Studies #Computation and Language (cs.CL) #European and International Contract Law #FOS: Computer and information sciences #Law, logistics, and international trade
  19. Temporal Generalization Estimation in Evolving Graphs
    2024/04/07 by Bin Lu, Tingyan Ma, Lu, Bin +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Management and Algorithms #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  20. RepEval: Effective Text Evaluation with LLM Representation
    2024/04/30 by Shuqian Sheng, Sheng, Shuqian, Yi Xu +16 · 2 citations
    Computer Science · #Natural Language Processing Techniques
  21. Leveraging Dual Process Theory in Language Agent Framework for Real-time Simultaneous Human-AI Collaboration
    2025/02/17 by Shao Zhang, Xihuai Wang, Zhang, Shao +23 · 4 citations
    Computer Science · Engineering · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Robotics and Automated Systems
  22. Exterior Penalty Policy Optimization with Penalty Metric Network under Constraints
    2024/07/22 by Shiqing Gao, Jiaxin Ding, Gao, Shiqing +7 · 2 citations
    Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Satellite Image Processing and Photogrammetry
  23. Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition
    2022/02/24 by Xichen Pan, Pan, Xichen, Yichen Gong +8 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  24. Few-Shot Table-to-Text Generation with Prompt Planning and Knowledge Memorization
    2023/02/09 by Zhi‐Xin Guo, Guo, Zhixin, Minyxuan Yan +12 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  25. On Geometric Structure of Activation Spaces in Neural Networks
    2019/04/02 by Yuting Jia, Haiwen Wang, Jia, Yuting +9 · 1 citation
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Model Reduction and Neural Networks #Neural Networks and Applications
  26. De-anonymization of Social Networks with Communities: When Quantifications Meet Algorithms
    2017/03/27 by Luoyi Fu, Fu, Luoyi, Xinzhe Fu +7 · 2 citations
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection #Internet Traffic Analysis and Secure E-voting
  27. Networked Time Series Prediction with Incomplete Data via Generative Adversarial Network
    2021/10/05 by Zhu, Yichen, Jiang, Bo, Jin, Haiming +5 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases
    2024/03/16 by Hang Yin, Liyao Xiang, Yin, Hang +11 · 1 citation
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #H.3.3 #I.2.4 #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  29. Is Reference Necessary in the Evaluation of NLG Systems? When and Where?
    2024/03/21 by Shuqian Sheng, Sheng, Shuqian, Yi Xu +11 · 1 citation
    Computer Science · Decision Sciences · #AI-based Problem Solving and Planning #Complex Systems and Decision Making #Computation and Language (cs.CL) #FOS: Computer and information sciences
  30. A Highly Scalable LLM Clusters with Optical Interconnect
    2024/11/03 by Xinchi Han, Han, Xinchi, Yingli Lv +14 · 2 citations
    Materials Science · #Catalytic Processes in Materials Science #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
  31. CHAINSFORMER: Numerical Reasoning on Knowledge Graphs from a Chain Perspective
    2025/04/19 by Zhao, Ze, Lu, Bin, Gan, Xiaoying +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. MagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data
    2024/06/05 by Jianping Zhou, Bin Lu, Zhou, Jianping +14 · 1 citation
    Computer Science · Engineering · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
  33. Context-level Language Modeling by Learning Predictive Context Embeddings
    2025/10/23 by Dai, Beiya, Liu, Yuliang, Xue, Daozheng +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  34. PonderLM-2: Pretraining LLM with Latent Thoughts in Continuous Space
    2025/09/27 by Zeng, Boyi, Li, He, Song, Shixiang +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences