| 2026 | ACL | SAT: Balancing Reasoning Accuracy and Efficiency with Stepwise Adaptive Thinking. | Weiyang Huang, Xuefeng Bai, Kehai Chen, Xinyang Chen, Yibin Chen, Weili Guan, Min Zhang |
| 2026 | ACL | Beyond Unimodal Shortcuts: MLLMs as Cross-Modal Reasoners for Grounded Named Entity Recognition. | Jinlong Ma, Yu Zhang, Xuefeng Bai, Kehai Chen, Yuwei Wang, Zeming Liu, Jun Yu, Min Zhang |
| 2025 | ACL | LLM-based Translation Inference with Iterative Bilingual Understanding. | Andong Chen, Kehai Chen, Yang Xiang, Xuefeng Bai, Muyun Yang, Yang Feng, Tiejun Zhao, Min Zhang |
| 2025 | ACL | Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation. | Andong Chen, Yuchen Song, Kehai Chen, Xuefeng Bai, Muyun Yang, Liqiang Nie, Jie Liu, Tiejun Zhao, Min Zhang |
| 2025 | ACL | Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling. | Qiyuan Deng, Xuefeng Bai, Kehai Chen, Yaowei Wang, Liqiang Nie, Min Zhang |
| 2025 | ACL | The Rise of Darkness: Safety-Utility Trade-Offs in Role-Playing Dialogue Agents. | Yihong Tang, Kehai Chen, Xuefeng Bai, Zheng-Yu Niu, Bo Wang, Jie Liu, Min Zhang |
| 2025 | ACL | Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning. | Yingjie Zhu, Xuefeng Bai, Kehai Chen, Yang Xiang, Jun Yu, Min Zhang |
| 2025 | EMNLP | Benchmarking LLMs for Translating Classical Chinese Poetry: Evaluating Adequacy, Fluency, and Elegance. | Andong Chen, Lianzhang Lou, Kehai Chen, Xuefeng Bai, Yang Xiang, Muyun Yang, Tiejun Zhao, Min Zhang |
| 2025 | EMNLP | Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent. | Xingzuo Li, Kehai Chen, Yunfei Long, Xuefeng Bai, Yong Xu, Min Zhang |
| 2025 | ICML | Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin. | Yuchen Wang, Xuefeng Bai, Xiucheng Li, Weili Guan, Liqiang Nie, Xinyang Chen |
| 2025 | IJCAI | A Survey on the Feedback Mechanism of LLM-based AI Agents. | Zhipeng Liu, Xuefeng Bai, Kehai Chen, Xinyang Chen, Xiucheng Li, Yang Xiang, Jin Liu, Hong-Dong Li, Yaowei Wang, Liqiang Nie, Min Zhang |
| 2024 | ACL | DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms. | Andong Chen, Lianzhang Lou, Kehai Chen, Xuefeng Bai, Yang Xiang, Muyun Yang, Tiejun Zhao, Min Zhang |
| 2024 | ACL | Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Model. | Hongbin Zhang, Kehai Chen, Xuefeng Bai, Yang Xiang, Min Zhang |
| 2024 | EMNLP | Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering. | Yu Zhang, Kehai Chen, Xuefeng Bai, Zhao Kang, Quanjiang Guo, Min Zhang |
| 2023 | ACL | Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation. | Yulong Chen, Huajian Zhang, Yijie Zhou, Xuefeng Bai, Yueguan Wang, Ming Zhong, Jianhao Yan, Yafu Li, Judy Li, Xianchao Zhu, Yue Zhang |
| 2023 | ACL | Exploiting Abstract Meaning Representation for Open-Domain Question Answering. | Cunxiang Wang, Zhikun Xu, Qipeng Guo, Xiangkun Hu, Xuefeng Bai, Zheng Zhang, Yue Zhang |
| 2022 | ACL | Graph Pre-training for AMR Parsing and Generation. | Xuefeng Bai, Yulong Chen, Yue Zhang |
| 2022 | COLING | Semantic-based Pre-training for Dialogue Understanding. | Xuefeng Bai, Linfeng Song, Yue Zhang |
| 2022 | EMNLP | Cross-domain Generalization for AMR Parsing. | Xuefeng Bai, Sen Yang, Leyang Cui, Linfeng Song, Yue Zhang |
| 2021 | ACL | Semantic Representation for Dialogue Modeling. | Xuefeng Bai, Yulong Chen, Linfeng Song, Yue Zhang |
| 2020 | EMNLP | Online Back-Parsing for AMR-to-Text Generation. | Xuefeng Bai, Linfeng Song, Yue Zhang |
| 2020 | KSEM | Edge Features Enhanced Graph Attention Network for Relation Extraction. | Xuefeng Bai, Chong Feng, Huanhuan Zhang, Xiaomei Wang |
| 2019 | ICTAI | AERNs: Attention-Based Entity Region Networks for Multi-Grained Named Entity Recognition. | Jianghai Dai, Chong Feng, Xuefeng Bai, Jinming Dai, Huanhuan Zhang |
| 2012 | ICNC | A Fourier series based expression deformation model for 3D face recognition. | Chuanjun Wang, Xuefeng Bai, Tiejun Zhang, Xiamu Niu |
| 2008 | ISDA | Traffic Identification of Tor and Web-Mix. | Xuefeng Bai, Yong Zhang, Xiamu Niu |