| 2026 | ACL | SAM-NER: Semantic Archetype Mediation for Zero-Shot Named Entity Recognition. | Ruichu Cai, Juntao Gan, Miao Mai, Zhifeng Hao, Boyan Xu |
| 2026 | ACL | SERE: Structural Example Retrieval for Enhancing LLMs in Event Causality Identification. | Zhifeng Hao, Zhongjie Chen, Junhao Lu, Shengyin Yu, Guimin Hu, Keli Zhang, Ruichu Cai, Boyan Xu |
| 2026 | ACL | MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models. | Yang Shi, Yifeng Xie, Minzhe Guo, Liangsi Lu, Mingxuan Huang, Jingchao Wang, Zhihong Zhu, Boyan Xu, Zhiqi Huang |
| 2026 | ACL | Rose-SQL: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-SQL. | Le Zhou, Feng Yao, Fengcai Qiao, Bo Xu, Fangyuan Wang, Boyan Xu |
| 2025 | COLING | Dr.ECI: Infusing Large Language Models with Causal Knowledge for Decomposed Reasoning in Event Causality Identification. | Ruichu Cai, Shengyin Yu, Jiahao Zhang, Wei Chen, Boyan Xu, Keli Zhang |
| 2025 | COLING | CACA: Context-Aware Cross-Attention Network for Extractive Aspect Sentiment Quad Prediction. | Bingfeng Chen, Haoran Xu, Yongqi Luo, Boyan Xu, Ruichu Cai, Zhifeng Hao |
| 2025 | EMNLP | GenLink: Generation-Driven Schema-Linking via Multi-Model Learning for Text-to-SQL. | Zhifeng Hao, Junqi Huang, Shaobin Shi, Ruichu Cai, Boyan Xu |
| 2025 | ICDE | Chat2DB: Chatting to the Database with Interactive Agent Assisted Language Models. | Boyan Xu, Yuyuan Cai, Shaobin Shi, Zhifeng Hao, Ruichu Cai |
| 2025 | IJCAI | Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism. | Ruichu Cai, Kaitao Zheng, Junxian Huang, Zijian Li, Zhengming Chen, Boyan Xu, Zhifeng Hao |
| 2025 | IJCAI | Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting. | Wei Chen, Jiahao Zhang, Haipeng Zhu, Boyan Xu, Zhifeng Hao, Keli Zhang, Junjian Ye, Ruichu Cai |
| 2025 | IJCNN | PEFT Innovations in Text-to-SQL: Adapter and Prefix Tuning Methods with Structural Awareness. | Zhifeng Hao, Yuyuan Cai, Shaobin Shi, Boyan Xu, Ruichu Cai |
| 2025 | NAACL | Handling Missing Entities in Zero-Shot Named Entity Recognition: Integrated Recall and Retrieval Augmentation. | Ruichu Cai, Junhao Lu, Zhongjie Chen, Boyan Xu, Zhifeng Hao |
| 2025 | NAACL | \mathcalS²IT: Stepwise Syntax Integration Tuning for Large Language Models in Aspect Sentiment Quad Prediction. | Bingfeng Chen, Chenjie Qiu, Yifeng Xie, Boyan Xu, Ruichu Cai, Zhifeng Hao |
| 2025 | NAACL | Track-SQL: Enhancing Generative Language Models with Dual-Extractive Modules for Schema and Context Tracking in Multi-turn Text-to-SQL. | Bingfeng Chen, Shaobin Shi, Yongqi Luo, Boyan Xu, Ruichu Cai, Zhifeng Hao |
| 2024 | ACL | S²GSL: Incorporating Segment to Syntactic Enhanced Graph Structure Learning for Aspect-based Sentiment Analysis. | Bingfeng Chen, Qihan Ouyang, Yongqi Luo, Boyan Xu, Ruichu Cai, Zhifeng Hao |
| 2021 | IJCNN | Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution. | Boyan Xu, Hujun Yin |
| 2021 | IDEAL | DC-Deblur: A Dilated Convolutional Network for Single Image Deblurring. | Boyan Xu, Hujun Yin |
| 2020 | ACL | TAG : Type Auxiliary Guiding for Code Comment Generation. | Ruichu Cai, Zhihao Liang, Boyan Xu, Zijian Li, Yuexing Hao, Yao Chen |
| 2020 | Interspeech | Meta Multi-Task Learning for Speech Emotion Recognition. | Ruichu Cai, Kaibin Guo, Boyan Xu, Xiaoyan Yang, Zhenjie Zhang |
| 2020 | IDEAL | A Slimmer and Deeper Approach to Network Structures for Image Denoising and Dehazing. | Boyan Xu, Hujun Yin |
| 2018 | IJCAI | An Encoder-Decoder Framework Translating Natural Language to Database Queries. | Ruichu Cai, Boyan Xu, Zhenjie Zhang, Xiaoyan Yang, Zijian Li, Zhihao Liang |
| 2017 | CIKM | Data Driven Chiller Plant Energy Optimization with Domain Knowledge. | Hoang Dung Vu, Kok-Soon Chai, Bryan D. Keating, Nurislam Tursynbek, Boyan Xu, Kaige Yang, Xiaoyan Yang, Zhenjie Zhang |