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ORCIDBo Xiong 0001
Person information
- affiliation: Stanford University, Department of Biomedical Data Science, Palo Alto, CA, USA
- affiliation (PhD): University of Stuttgart, Germany
Other persons with the same name
- Bo Xiong — disambiguation page
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2020 – today
- 2025
[j4]Dongzhuoran Zhou, Hui Yang, Bo Xiong, Yue Ma, Evgeny Kharlamov:
Alleviating over-smoothing via aggregation over compact manifolds (extended version). Int. J. Data Sci. Anal. 20(8): 7055-7069 (2025)- [j3]Ming Jin
, Guangsi Shi, Yuan-Fang Li, Bo Xiong, Tian Zhou, Flora D. Salim, Liang Zhao, Lingfei Wu, Qingsong Wen, Shirui Pan:
Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting. IEEE Trans. Pattern Anal. Mach. Intell. 47(6): 4926-4939 (2025) - [c30]Yuqicheng Zhu, Daniel Hernández, Yuan He, Zifeng Ding, Bo Xiong, Evgeny Kharlamov, Steffen Staab:
Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings. ACL (Findings) 2025: 4145-4167 - [c29]Bo Xiong, Steffen Staab:
From Tokens to Lattices: Emergent Lattice Structures in Language Models. ICLR 2025 - [c28]Cosimo Gregucci, Bo Xiong, Daniel Hernández, Lorenzo Loconte, Pasquale Minervini, Steffen Staab, Antonio Vergari:
Is Complex Query Answering Really Complex? ICML 2025 - [c27]Yanchao Tan, Hang Lv, Yunfei Zhan, Guofang Ma, Bo Xiong, Carl Yang:
BoxLM: Unifying Structures and Semantics of Medical Concepts for Diagnosis Prediction in Healthcare. ICML 2025 - [c26]Yuqicheng Zhu, Nico Potyka, Jiarong Pan, Bo Xiong, Yunjie He, Evgeny Kharlamov, Steffen Staab:
Conformalized Answer Set Prediction for Knowledge Graph Embedding. NAACL (Long Papers) 2025: 731-750 - [c25]Linhao Luo, Jiaxin Ju, Bo Xiong, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan:
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning. PAKDD (2) 2025: 314-325 - [c24]Bo Xiong, Jiaying Lu, Yuqicheng Zhu, Carl Yang:
MaSH: Maximal Separating Poincaré Hyperplanes for Hierarchical Imbalanced Learning. WWW (Companion Volume) 2025: 1431-1435 - [c23]Yunjie He, Bo Xiong, Daniel Hernández, Yuqicheng Zhu, Evgeny Kharlamov, Steffen Staab:
DAGE: DAG Query Answering via Relational Combinator with Logical Constraints. WWW 2025: 2514-2529 - [i24]Bo Xiong, Steffen Staab:
From Tokens to Lattices: Emergent Lattice Structures in Language Models. CoRR abs/2504.08778 (2025) - [i23]Yuqicheng Zhu, Daniel Hernández, Yuan He, Zifeng Ding, Bo Xiong, Evgeny Kharlamov, Steffen Staab:
Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings. CoRR abs/2505.16877 (2025) - [i22]Arvindh Arun, Sumit Kumar, Mojtaba Nayyeri, Bo Xiong, Ponnurangam Kumaraguru, Antonio Vergari, Steffen Staab:
SEMMA: A Semantic Aware Knowledge Graph Foundation Model. CoRR abs/2505.20422 (2025) - [i21]Yuqicheng Zhu, Nico Potyka, Daniel Hernández, Yuan He, Zifeng Ding, Bo Xiong, Dongzhuoran Zhou, Evgeny Kharlamov, Steffen Staab:
ArgRAG: Explainable Retrieval Augmented Generation using Quantitative Bipolar Argumentation. CoRR abs/2508.20131 (2025) - 2024
- [b1]Bo Xiong:
Geometric relational embeddings. University of Stuttgart, Germany, 2024 - [j2]Yunjie Jia, Yong Song, Bo Xiong, Jiyu Cheng, Wei Zhang, Simon X. Yang, Sam Kwong:
Hierarchical Perception-Improving for Decentralized Multi-Robot Motion Planning in Complex Scenarios. IEEE Trans. Intell. Transp. Syst. 25(7): 6486-6500 (2024) - [c22]Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab:
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning. AAAI 2024: 9205-9213 - [c21]Eric Wonhee Lee, Bo Xiong, Carl Yang, Joyce C. Ho:
HypMix: Hyperbolic Representation Learning for Graphs with Mixed Hierarchical and Non-hierarchical Structures. CIKM 2024: 3852-3856 - [c20]Yunjie He, Daniel Hernández, Mojtaba Nayyeri, Bo Xiong, Yuqicheng Zhu, Evgeny Kharlamov, Steffen Staab:
Generating SROI- Ontologies via Knowledge Graph Query Embedding Learning. ECAI 2024: 4279-4286 - [c19]Yuqicheng Zhu, Nico Potyka, Mojtaba Nayyeri, Bo Xiong, Yunjie He, Evgeny Kharlamov, Steffen Staab:
Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction. EMNLP (Findings) 2024: 334-354 - [c18]Zifeng Ding, Jingcheng Wu, Jingpei Wu, Yan Xia, Bo Xiong, Volker Tresp:
Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs. EMNLP (Findings) 2024: 355-373 - [c17]Ruirui Chen, Weifeng Jiang, Chengwei Qin, Ishaan Singh Rawal, Cheston Tan, Dongkyu Choi, Bo Xiong, Bo Ai:
LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments. EMNLP (Findings) 2024: 14438-14451 - [c16]Yanchao Tan, Hang Lv, Zihao Zhou, Wenzhong Guo, Bo Xiong, Weiming Liu, Chaochao Chen, Shiping Wang, Carl Yang:
Logical Relation Modeling and Mining in Hyperbolic Space for Recommendation. ICDE 2024: 1310-1323 - [c15]Zifeng Ding, Heling Cai, Jingpei Wu, Yunpu Ma, Ruotong Liao, Bo Xiong, Volker Tresp:
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models. NAACL-HLT 2024: 1877-1895 - [c14]Dongzhuoran Zhou, Hui Yang, Bo Xiong, Yue Ma, Evgeny Kharlamov:
Alleviating Over-Smoothing via Aggregation over Compact Manifolds. PAKDD (2) 2024: 390-404 - [c13]Özge Erten, Shervin Mehryar, Bo Xiong, Remzi Çelebi, Christopher Brewster:
Refining SemOpenAlex concept ontology: A constraint-aware approach via knowledge graph embeddings and SKOS constraints. SWAT4HCLS 2024: 56-65 - [d6]Bo Xiong, Mojtaba Nayyeri, Michael Cochez, Steffen Staab:
Code for Hyperbolic Embedding Inference for Structured Multi-Label Prediction. DaRUS, 2024
- [d5]Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab:
Replication Data for NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning (AAAI'24). DaRUS, 2024 - [d4]Bo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab:
Code for Shrinking Embeddings for Hyper-relational Knowledge Graphs. DaRUS, 2024 - [d3]Bo Xiong, Nico Potyka, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab:
Code for Faithful Embeddings for EL++ Knowledge Bases. DaRUS, 2024 - [d2]Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Steffen Staab:
Code for Ultrahyperbolic Knowledge Graph Embeddings. DaRUS, 2024 - [d1]Bo Xiong, Shichao Zhu, Nico Potyka, Shirui Pan, Chuan Zhou, Steffen Staab:
Code for Pseudo-Riemannian Graph Convolutional Networks. DaRUS, 2024 - [i20]Yunjie He, Daniel Hernández, Mojtaba Nayyeri, Bo Xiong, Yuqicheng Zhu, Evgeny Kharlamov, Steffen Staab:
Generating SROI- Ontologies via Knowledge Graph Query Embedding Learning. CoRR abs/2407.09212 (2024) - [i19]Yuqicheng Zhu, Nico Potyka, Bo Xiong, Trung-Kien Tran, Mojtaba Nayyeri, Evgeny Kharlamov, Steffen Staab:
Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings. CoRR abs/2407.11821 (2024) - [i18]Dongzhuoran Zhou, Hui Yang, Bo Xiong, Yue Ma, Evgeny Kharlamov:
Alleviating Over-Smoothing via Aggregation over Compact Manifolds. CoRR abs/2407.19231 (2024) - [i17]Yuqicheng Zhu, Nico Potyka, Mojtaba Nayyeri, Bo Xiong, Yunjie He, Evgeny Kharlamov, Steffen Staab:
Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction. CoRR abs/2408.08226 (2024) - [i16]Yuqicheng Zhu, Nico Potyka, Jiarong Pan, Bo Xiong, Yunjie He, Evgeny Kharlamov, Steffen Staab:
Conformalized Answer Set Prediction for Knowledge Graph Embedding. CoRR abs/2408.08248 (2024) - [i15]Ruirui Chen, Weifeng Jiang, Chengwei Qin, Ishaan Singh Rawal, Cheston Tan, Dongkyu Choi, Bo Xiong, Bo Ai:
LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments. CoRR abs/2408.15903 (2024) - [i14]Bo Xiong:
Geometric Relational Embeddings. CoRR abs/2409.15369 (2024) - [i13]Menglin Yang, Aosong Feng, Bo Xiong, Jihong Liu, Irwin King, Rex Ying:
Hyperbolic Fine-tuning for Large Language Models. CoRR abs/2410.04010 (2024) - [i12]Cosimo Gregucci, Bo Xiong, Daniel Hernández, Lorenzo Loconte, Pasquale Minervini, Steffen Staab, Antonio Vergari:
Is Complex Query Answering Really Complex? CoRR abs/2410.12537 (2024) - [i11]Yunjie He, Bo Xiong, Daniel Hernández, Yuqicheng Zhu, Evgeny Kharlamov, Steffen Staab:
DAGE: DAG Query Answering via Relational Combinator with Logical Constraints. CoRR abs/2410.22105 (2024) - 2023
- [c12]Mojtaba Nayyeri, Bo Xiong, Majid Mohammadi, Mst. Mahfuja Akter, Mirza Mohtashim Alam, Jens Lehmann, Steffen Staab:
Knowledge Graph Embeddings using Neural Ito Process: From Multiple Walks to Stochastic Trajectories. ACL (Findings) 2023: 7165-7179 - [c11]Bo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab:
Shrinking Embeddings for Hyper-Relational Knowledge Graphs. ACL (1) 2023: 13306-13320 - [c10]Bo Xiong, Mojtaba Nayyeri, Daniel Daza, Michael Cochez:
Reasoning beyond Triples: Recent Advances in Knowledge Graph Embeddings. CIKM 2023: 5228-5231 - [c9]Min Zhou, Menglin Yang, Bo Xiong, Hui Xiong, Irwin King:
Hyperbolic Graph Neural Networks: A Tutorial on Methods and Applications. KDD 2023: 5843-5844 - [c8]Yunjie He, Mojtaba Nayyeri, Bo Xiong, Yuqicheng Zhu, Evgeny Kharlamov, Steffen Staab:
Can Pattern Learning Enhance Complex Logical Query Answering? ISWC (Posters/Demos/Industry) 2023 - [c7]Yuqicheng Zhu, Nico Potyka, Bo Xiong, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab, Evgeny Kharlamov:
Towards Statistical Reasoning with Ontology Embeddings. ISWC (Posters/Demos/Industry) 2023 - [c6]Jiaying Lu, Jiaming Shen, Bo Xiong, Wenjing Ma, Steffen Staab, Carl Yang:
HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting. SIGIR 2023: 2052-2056 - [i10]Jiaying Lu, Jiaming Shen, Bo Xiong, Wenjing Ma, Steffen Staab, Carl Yang:
HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting. CoRR abs/2304.05973 (2023) - [i9]Bo Xiong, Mojtaba Nayyeri, Ming Jin, Yunjie He, Michael Cochez, Shirui Pan, Steffen Staab:
Geometric Relational Embeddings: A Survey. CoRR abs/2304.11949 (2023) - [i8]Ming Jin, Guangsi Shi, Yuan-Fang Li, Qingsong Wen, Bo Xiong, Tian Zhou, Shirui Pan:
How Expressive are Spectral-Temporal Graph Neural Networks for Time Series Forecasting? CoRR abs/2305.06587 (2023) - [i7]Bo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab:
Shrinking Embeddings for Hyper-Relational Knowledge Graphs. CoRR abs/2306.02199 (2023) - [i6]Jiapu Wang, Boyue Wang, Meikang Qiu, Shirui Pan, Bo Xiong, Heng Liu, Linhao Luo, Tengfei Liu, Yongli Hu, Baocai Yin, Wen Gao:
A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects. CoRR abs/2308.02457 (2023) - [i5]Linhao Luo, Jiaxin Ju, Bo Xiong, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan:
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning. CoRR abs/2309.01538 (2023) - [i4]Zifeng Ding, Heling Cai, Jingpei Wu, Yunpu Ma, Ruotong Liao, Bo Xiong, Volker Tresp:
Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models. CoRR abs/2311.10112 (2023) - [i3]Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab:
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning. CoRR abs/2312.09219 (2023) - 2022
- [c5]Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Chuan Zhou, Steffen Staab:
Ultrahyperbolic Knowledge Graph Embeddings. KDD 2022: 2130-2139 - [c4]Bo Xiong, Michael Cochez, Mojtaba Nayyeri, Steffen Staab:
Hyperbolic Embedding Inference for Structured Multi-Label Prediction. NeurIPS 2022 - [c3]Bo Xiong, Shichao Zhu, Nico Potyka, Shirui Pan, Chuan Zhou, Steffen Staab:
Pseudo-Riemannian Graph Convolutional Networks. NeurIPS 2022 - [c2]Bo Xiong, Nico Potyka, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab:
Faithful Embeddings for Eℒ++ Knowledge Bases. ISWC 2022: 22-38 - [c1]Chengjin Xu, Fenglong Su, Bo Xiong, Jens Lehmann:
Time-aware Entity Alignment using Temporal Relational Attention. WWW 2022: 788-797 - [i2]Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Chuan Zhou, Steffen Staab:
Ultrahyperbolic Knowledge Graph Embeddings. CoRR abs/2206.00449 (2022) - 2021
- [j1]Bo Xiong, Peng Bao, Yilin Wu:
Learning semantic and relationship joint embedding for author name disambiguation. Neural Comput. Appl. 33(6): 1987-1998 (2021) - [i1]Bo Xiong, Shichao Zhu, Nico Potyka, Shirui Pan, Chuan Zhou, Steffen Staab:
Semi-Riemannian Graph Convolutional Networks. CoRR abs/2106.03134 (2021)
Coauthor Index
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