| 2026 | AAAI | Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute. | Jianhao Chen, Zishuo Xun, Bocheng Zhou, Han Qi, Hangfan Zhang, Qiaosheng Zhang, Yang Chen, Wei Hu, Yuzhong Qu, Shuyue Hu |
| 2025 | ACL | Reverse Preference Optimization for Complex Instruction Following. | Xiang Huang, Ting-En Lin, Feiteng Fang, Yuchuan Wu, Hangyu Li, Yuzhong Qu, Fei Huang, Yongbin Li |
| 2025 | ACL | TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data. | Xiang Huang, Jiayu Shen, Shanshan Huang, Sitao Cheng, Xiaxia Wang, Yuzhong Qu |
| 2024 | ACL | Timeline-based Sentence Decomposition with In Context Learning for Temporal Fact Extraction. | Jianhao Chen, Haoyuan Ouyang, Junyang Ren, Wentao Ding, Wei Hu, Yuzhong Qu |
| 2024 | ACL | QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction. | Xiang Huang, Sitao Cheng, Shanshan Huang, Jiayu Shen, Yong Xu, Chaoyun Zhang, Yuzhong Qu |
| 2024 | WWW | Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval. | Wentao Ding, Jinmao Li, Liangchuan Luo, Yuzhong Qu |
| 2023 | AAAI | PaTeCon: A Pattern-Based Temporal Constraint Mining Method for Conflict Detection on Knowledge Graphs. | Jianhao Chen, Junyang Ren, Wentao Ding, Yuzhong Qu |
| 2023 | AAAI | Question Decomposition Tree for Answering Complex Questions over Knowledge Bases. | Xiang Huang, Sitao Cheng, Yiheng Shu, Yuheng Bao, Yuzhong Qu |
| 2023 | AAAI | DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data. | Xiao Li, Yin Zhu, Sichen Liu, Jiangzhou Ju, Yuzhong Qu, Gong Cheng |
| 2023 | EMNLP | MarkQA: A large scale KBQA dataset with numerical reasoning. | Xiang Huang, Sitao Cheng, Yuheng Bao, Shanshan Huang, Yuzhong Qu |
| 2022 | ACL | AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension. | Xiao Li, Gong Cheng, Ziheng Chen, Yawei Sun, Yuzhong Qu |
| 2022 | COLING | Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases. | Xixin Hu, Xuan Wu, Yiheng Shu, Yuzhong Qu |
| 2022 | EMNLP | Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs. | Wentao Ding, Hao Chen, Huayu Li, Yuzhong Qu |
| 2022 | EMNLP | TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base. | Yiheng Shu, Zhiwei Yu, Yuhan Li, Brje F. Karlsson, Tingting Ma, Yuzhong Qu, Chin-Yew Lin |
| 2021 | EMNLP | Automatic rule generation for time expression normalization. | Wentao Ding, Jianhao Chen, Jinmao Li, Yuzhong Qu |
| 2021 | EMNLP | When Retriever-Reader Meets Scenario-Based Multiple-Choice Questions. | Zixian Huang, Ao Wu, Yulin Shen, Gong Cheng, Yuzhong Qu |
| 2020 | AAAI | Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation. | Zequn Sun, Chengming Wang, Wei Hu, Muhao Chen, Jian Dai, Wei Zhang, Yuzhong Qu |
| 2020 | AAAI | SPARQA: Skeleton-Based Semantic Parsing for Complex Questions over Knowledge Bases. | Yawei Sun, Lingling Zhang, Gong Cheng, Yuzhong Qu |
| 2020 | CIKM | ESSTER at the EYRE 2020 Entity Summarization Task. | Qingxia Liu, Gong Cheng, Yuzhong Qu |
| 2020 | ICDE | Crowdsourced Collective Entity Resolution with Relational Match Propagation. | Jiacheng Huang, Wei Hu, Zhifeng Bao, Yuzhong Qu |
| 2019 | AAAI | A Pattern-Based Approach to Recognizing Time Expressions. | Wentao Ding, Guanji Gao, Linfeng Shi, Yuzhong Qu |
| 2019 | CIKM | Towards More Usable Dataset Search: From Query Characterization to Snippet Generation. | Jinchi Chen, Xiaxia Wang, Gong Cheng, Evgeny Kharlamov, Yuzhong Qu |
| 2019 | CIKM | MiCRon: Making Sense of News via Relationship Subgraphs. | Zixian Huang, Shuxin Li, Gong Cheng, Evgeny Kharlamov, Yuzhong Qu |
| 2019 | EMNLP | Leveraging Frequent Query Substructures to Generate Formal Queries for Complex Question Answering. | Jiwei Ding, Wei Hu, Qixin Xu, Yuzhong Qu |
| 2019 | EMNLP | GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level. | Zixian Huang, Yulin Shen, Xiao Li, Yuang Wei, Gong Cheng, Lin Zhou, Xinyu Dai, Yuzhong Qu |
| 2019 | IJCAI | Multi-view Knowledge Graph Embedding for Entity Alignment. | Qingheng Zhang, Zequn Sun, Wei Hu, Muhao Chen, Lingbing Guo, Yuzhong Qu |
| 2019 | WSDM | Relevance Search over Schema-Rich Knowledge Graphs. | Yu Gu, Tianshuo Zhou, Gong Cheng, Ziyang Li, Jeff Z. Pan, Yuzhong Qu |
| 2018 | COLING | Reading Comprehension with Graph-based Temporal-Casual Reasoning. | Yawei Sun, Gong Cheng, Yuzhong Qu |
| 2018 | ICDE | An Empirical Evaluation of Techniques for Ranking Semantic Associations (Extended Abstract). | Gong Cheng, Fei Shao, Yuzhong Qu |
| 2018 | IJCAI | Bootstrapping Entity Alignment with Knowledge Graph Embedding. | Zequn Sun, Wei Hu, Qingheng Zhang, Yuzhong Qu |
| 2018 | SIGIR | Automated Comparative Table Generation for Facilitating Human Intervention in Multi-Entity Resolution. | Jiacheng Huang, Wei Hu, Haoxuan Li, Yuzhong Qu |
| 2018 | WISE | Diversified and Verbalized Result Summarization for Semantic Association Search. | Yu Gu, Yue Liang, Gong Cheng, Daxin Liu, Ruidi Wei, Yuzhong Qu |
| 2017 | WSDM | Generating Illustrative Snippets for Open Data on the Web. | Gong Cheng, Cheng Jin, Wentao Ding, Danyun Xu, Yuzhong Qu |
| 2016 | IJCAI | HIEDS: A Generic and Efficient Approach to Hierarchical Dataset Summarization. | Gong Cheng, Cheng Jin, Yuzhong Qu |
| 2016 | IJCAI | Taking Up the Gaokao Challenge: An Information Retrieval Approach. | Gong Cheng, Weixi Zhu, Ziwei Wang, Jianghui Chen, Yuzhong Qu |
| 2015 | AAAI | An EBMC-Based Approach to Selecting Types for Entity Filtering. | Jiwei Ding, Wentao Ding, Wei Hu, Yuzhong Qu |
| 2015 | APWEB | On Coherent Indented Tree Visualization of RDF Graphs. | Qingxia Liu, Gong Cheng, Yuzhong Qu |
| 2015 | WWW | Summarizing Entity Descriptions for Effective and Efficient Human-centered Entity Linking. | Gong Cheng, Danyun Xu, Yuzhong Qu |
| 2014 | APWEB | Optimizing Alignment Selection in Ontology Matching via Homomorphism Constraint. | Xiangqian Li, Jiwei Ding, Yuzhong Qu |
| 2014 | APWEB | An EMD-Based Similarity Measure for Multi-type Entities Using Type Hierarchy. | Liang Zheng, Yuzhong Qu |
| 2011 | COMPSAC | Diagnosis of Software Models with Multiple Levels of Abstraction Using Ontological Metamodeling. | Nophadol Jekjantuk, Jeff Z. Pan, Yuzhong Qu |
| 2011 | WWW | Generating summaries for ontology search. | Gong Cheng, Weiyi Ge, Yuzhong Qu |
| 2011 | WWW | A self-training approach for resolving object coreference on the semantic web. | Wei Hu, Jianfeng Chen, Yuzhong Qu |
| 2010 | WWW | Falconer: once SIOC meets semantic search engine. | Gang Wu, Mengdong Yang, Ke Wu, Guilin Qi, Yuzhong Qu |
| 2008 | WWW | Falcons: searching and browsing entities on the semantic web. | Gong Cheng, Weiyi Ge, Yuzhong Qu |
| 2008 | WWW | Searching Semantic Web Objects Based on Class Hierarchies. | Gong Cheng, Weiyi Ge, Honghan Wu, Yuzhong Qu |
| 2007 | WWW | Ontology summarization based on rdf sentence graph. | Xiang Zhang, Gong Cheng, Yuzhong Qu |
| 2006 | APWEB | An RDF Storage and Query Framework with Flexible Inference Strategy. | Wennan Shen, Yuzhong Qu |
| 2006 | WWW | Constructing virtual documents for ontology matching. | Yuzhong Qu, Wei Hu, Gong Cheng |
| 2004 | DC | CANOE: A Course Assembly and Normalization Tool for E-learning. | Han Xu, Honghan Wu, Yuzhong Qu |
| 2004 | WWW | Interpreting distributed ontologies. | Yuzhong Qu, Zhiqiang Gao |
| 2004 | WWW | OREL: an ontology-based rights expression language. | Yuzhong Qu, Xiang Zhang, Huiying Li |
| 2003 | WWW | A Predicate-Ordered Sort-Ordered Logic for RDFS. | Yuzhong Qu |