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Author

Boyan Xu

Observed name: Xu, Boyan
ORCID: 0000-0002-2143-2588
Observed ORCIDs: 0000-0002-2143-2588, 0000-0003-1327-4740, 0000-0003-2359-1723
OpenAlex ID: A5034536387
A survey of deep learning approaches to image restoration
2022 · Jingwen Su, Boyan Xu, et al. · Neurocomputing · 189
An Encoder-Decoder Framework Translating Natural Language to Database Queries
2018 · Ruichu Cai, Boyan Xu, et al. · International Joint Conference on Artificial Intelligence · 57
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SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL
2021 · Cai, Ruichu, Yuan, Jinjie, et al. · arXiv (Cornell University) · 34
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NADAQ: Natural Language Database Querying Based on Deep Learning
2019 · Boyan Xu, Ruichu Cai, et al. · IEEE Access · 30
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Data Driven Chiller Plant Energy Optimization with Domain Knowledge
2017 · Hoang Dung Vu, Kok Soon Chai, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 27
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TAG : Type Auxiliary Guiding for Code Comment Generation
2020 · Ruichu Cai, Zhihao Liang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 21
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Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution
2021 · Boyan Xu, Hujun Yin · International Joint Conference on Neural Networks (IJCNN) · 15
Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems
2021 · Zijian Li, Ruichu Cai, et al. · ACM Transactions on Intelligent Systems and Technology · 15
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Meta Multi-Task Learning for Speech Emotion Recognition
2020 · Ruichu Cai, Kaibin Guo, et al. · Interspeech (USB) · 15
Semi-supervised disentangled framework for transferable named entity recognition
2020 · Zhifeng Hao, Di Lv, et al. · Neural Networks · 14
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S2GSL: Incorporating Segment to Syntactic Enhanced Graph Structure Learning for Aspect-based Sentiment Analysis
2024 · Bingfeng Chen, Qihan Ouyang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 13
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CMCTS: A Constrained Monte Carlo Tree Search framework for mathematical reasoning in large language model
2025 · Qingwen Lin, Boyan Xu, et al. · Applied Intelligence · 4
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From Large to Tiny: Distilling and Refining Mathematical Expertise for Math Word Problems with Weakly Supervision
2024 · Qingwen Lin, Boyan Xu, et al. · Lecture notes in computer science · 4
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A slimmer and deeper approach to deep network structures for low‐level vision tasks
2022 · Boyan Xu, Hujun Yin · Expert Systems · 4
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A Slimmer and Deeper Approach to Network Structures for Image Denoising and Dehazing
2020 · Boyan Xu, Hujun Yin · Lecture notes in computer science · 3
MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models
2026 · Yang Shi, Yifeng Xie, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 2
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Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism
2025 · Ruichu Cai, Kaitao Zheng, et al. · International Joint Conference on Artificial Intelligence · 2
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Chat2DB: Chatting to the Database with Interactive Agent Assisted Language Models
2025 · Boyan Xu, Yuyuan Cai, et al. · IEEE International Conference on Data Engineering (ICDE) · 2
Track-SQL: Enhancing Generative Language Models with Dual-Extractive Modules for Schema and Context Tracking in Multi-turn Text-to-SQL
2025 · Bingfeng Chen, Shaobin Shi, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 2
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Rose-SQL: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-SQL
2026 · Le Zhou, Feng Yao, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 1
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Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting
2025 · Wei Chen, Jiahao Zhang, et al. · International Joint Conference on Artificial Intelligence · 1
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GenLink: Generation-Driven Schema-Linking via Multi-Model Learning for Text-to-SQL
2025 · Zhifeng Hao, Junqi Huang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 1
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Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution
2021 · Xu, Boyan, Yin, Hujun · Research Explorer (The University of Manchester) · 1
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InstMoE: Adaptive Multimodal Routing with Specialized Experts
2026 · Hu, Guimin, He, Xiang, et al. · arXiv (Cornell University)
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SANE: State Anomaly Neutralization for Stable Extreme-Context Delta-Rule Models
2026 · Lin, Qingwen, Xu, Boyan, et al. · arXiv (Cornell University)
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Works count: 56
Citation count: 457
H-index: 11
I10-index: 11
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