Zhou, Chenghu
- Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus
2023/11/22 by Tianhang Zhang, Zhang, Tianhang, Lin Qiu +15 · 17 citations
Computer Science · Psychology · #Topic Modeling #Machine Learning in Healthcare #Mental Health via Writing
- Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing
2023/02/03 by Song, Yunchong, Zhou, Chenghu, Wang, Xinbing +1 · 12 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL
2022/05/14 by Jiexing Qi, Jingyao Tang, Qi, Jiexing +14 · 8 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
- K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization
2023/06/08 by Cheng Deng, Tianhang Zhang, Deng, Cheng +20 · 9 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
- HuRef: HUman-REadable Fingerprint for Large Language Models
2023/12/08 by Boyi Zeng, Zeng, Boyi, Wang, Lizheng +6 · 9 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
- GeoGalactica: A Scientific Large Language Model in Geoscience
2023/12/31 by Lin, Zhouhan, Deng, Cheng, Zhou, Le +18 · 5 citations
#Computation and Language (cs.CL) #F.4.1 #FOS: Computer and information sciences #I.2.7
- 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
- Unaligned RGB Guided Hyperspectral Image Super-Resolution with Spatial-Spectral Concordance
2025/05/04 by Zhang, Yingkai, Lai, Zeqiang, Zhang, Tao +2 · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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 · 4 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
- 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
- Graph Out-of-Distribution Generalization with Controllable Data Augmentation
2023/08/16 by Lu, Bin, Gan, Xiaoying, Zhao, Ze +4 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- 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
- 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)
- 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
- Exterior Penalty Policy Optimization with Penalty Metric Network under Constraints
2024/07/22 by Gao, Shiqing, Ding, Jiaxin, Fu, Luoyi +2 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Exploring and Verbalizing Academic Ideas by Concept Co-occurrence
2023/06/04 by Yi Xu, Xu, Yi, Shuqian Sheng +9 · 1 citation
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
- Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases
2024/03/16 by Yin, Hang, Xiang, Liyao, Ding, Dong +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #H.3.3 #I.2.4 #Information Retrieval (cs.IR)
- Is Reference Necessary in the Evaluation of NLG Systems? When and Where?
2024/03/21 by Shuqian Sheng, Yi Xu, Sheng, Shuqian +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
- MagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data
2024/06/05 by Zhou, Jianping, Lu, Bin, Liu, Zhanyu +6 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)