Feature-Induced Labeling Information Enrichment for Multi-Label Learning. - Qian-Wen Zhang; Yun Zhong; Min-Ling Zhang (AAAI, 2018)

MMKE: A Multi-Model Knowledge Extraction System from Unstructured Texts. - Qian-Wen Zhang; Zhao Yan; Tianyang Zhao; Shi-Wei Zhang; Meng Yao; Meng-Liang Rao; Yunbo Cao (AAAI, 2021)

Exploiting Unlabeled Data via Partial Label Assignment for Multi-Class Semi-Supervised Learning. - Zhen-Ru Zhang; Qian-Wen Zhang; Yunbo Cao; Min-Ling Zhang (AAAI, 2021)

Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning. - Ximing Zhang; Qian-Wen Zhang; Zhao Yan; Ruifang Liu; Yunbo Cao (ACL/IJCNLP (Findings), 2021)

A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering. - Deyu Zhou; Yanzheng Xiang; Linhai Zhang; Chenchen Ye 002; Qian-Wen Zhang; Yunbo Cao (EMNLP (Findings), 2021)

Correlation-Guided Representation for Multi-Label Text Classification. - Qian-Wen Zhang; Ximing Zhang; Zhao Yan; Ruifang Liu; Yunbo Cao; Min-Ling Zhang (IJCAI, 2021)

MRI-based radiomics approach for differentiation of hypovascular non-functional pancreatic neuroendocrine tumors and solid pseudopapillary neoplasms of the pancreas. - Tao Song; Qian-Wen Zhang; Shao-Feng Duan; Yun Bian; Qiang Hao; Peng-Yi Xing; Tie-Gong Wang; Luguang Chen; Chao Ma 027; Jianping Lu (BMC Medical Imaging, 2021)

CT perfusion based ASPECTS improves the diagnostic performance of early ischemic changes in large vessel occlusion. - Tie-Gong Wang; Luguang Chen; Xianglan Jin 002; Yuan Yuan; Qian-Wen Zhang; Chengwei Shao; Jianping Lu (BMC Medical Imaging, 2021)

Retroperitoneum ganglioneuroma: imaging features and surgical outcomes of 35 cases at a Chinese Institution. - Qian-Wen Zhang; Tao Song; Panpan Yang; Qiang Hao (BMC Medical Imaging, 2021)

Leveraging Implicit Relative Labeling-Importance Information for Effective Multi-Label Learning. - Min-Ling Zhang; Qian-Wen Zhang; Jun-Peng Fang; Yu-Kun Li; Xin Geng 001 (IEEE Trans. Knowl. Data Eng., 2021)

Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge. - Linhai Zhang; Xuemeng Hu; Boyu Wang; Deyu Zhou; Qian-Wen Zhang; Yunbo Cao (ACL (1), 2022)

CQR-SQL: Conversational Question Reformulation Enhanced Context-Dependent Text-to-SQL Parsers. - Dongling Xiao; Linzheng Chai; Qian-Wen Zhang; Zhao Yan; Zhoujun Li 001; Yunbo Cao (EMNLP (Findings), 2022)

G³R: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation. - Yanzheng Xiang; Qian-Wen Zhang; Xu Zhang; Zejie Liu; Yunbo Cao; Deyu Zhou (ACL (Findings), 2023)

QURG: Question Rewriting Guided Context-Dependent Text-to-SQL Semantic Parsing. - Linzheng Chai; Dongling Xiao; Zhao Yan; Jian Yang 030; Liqun Yang; Qian-Wen Zhang; Yunbo Cao; Zhoujun Li 001 (PRICAI (2), 2023)

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL. - Bing Wang; Changyu Ren; Jian Yang 030; Xinnian Liang; Jiaqi Bai; Qian-Wen Zhang; Zhao Yan; Zhoujun Li 001 (CoRR, 2023)

SNFinLLM: Systematic and Nuanced Financial Domain Adaptation of Chinese Large Language Models. - Shujuan Zhao; Lingfeng Qiao; Kangyang Luo; Qian-Wen Zhang; Junru Lu; Di Yin (CoRR, 2024)

CJEval: A Benchmark for Assessing Large Language Models Using Chinese Junior High School Exam Data. - Qian-Wen Zhang; Haochen Wang; Fang Li; Siyu An; Lingfeng Qiao; Liangcai Gao; Di Yin; Xing Sun 001 (CoRR, 2024)

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL. - Bing Wang; Changyu Ren; Jian Yang 030; Xinnian Liang; Jiaqi Bai; Linzheng Chai; Zhao Yan; Qian-Wen Zhang; Di Yin; Xing Sun; Zhoujun Li 001 (COLING, 2025)

Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts. - Yifei Yu; Qian-Wen Zhang; Lingfeng Qiao; Di Yin; Fang Li; Jie Wang; Zengxi Chen; Suncong Zheng; Xiaolong Liang; Xing Sun (CoRR, 2025)

FactGuard: Leveraging Multi-Agent Systems to Generate Answerable and Unanswerable Questions for Enhanced Long-Context LLM Extraction. - Qian-Wen Zhang; Fang Li; Jie Wang; Lingfeng Qiao; Yifei Yu; Di Yin; Xing Sun (CoRR, 2025)

CoDiEmb: A Collaborative yet Distinct Framework for Unified Representation Learning in Information Retrieval and Semantic Textual Similarity. - Bowen Zhang; Zixin Song; Chunquan Chen; Qian-Wen Zhang; Di Yin; Xing Sun (CoRR, 2025)