| 2026 | ACL | Interleaved Tool-Call Reasoning for Protein Function Understanding. | Chuanliu Fan, Zicheng Ma, Huanran Meng, Aijia Zhang, Wenjie Du, Jun Zhang, Ziqiang Cao, Guohong Fu |
| 2026 | ACL | The Bidirectional Process Reward Model. | Lingyin Zhang, Jun Gao, Xiaoxue Ren, Ziqiang Cao |
| 2025 | AAAI | AIM: Let Any Multimodal Large Language Models Embrace Efficient In-Context Learning. | Jun Gao, Qian Qiao, Tianxiang Wu, Zili Wang, Ziqiang Cao, Wenjie Li |
| 2025 | ACL | UniICL: An Efficient ICL Framework Unifying Compression, Selection, and Generation. | Jun Gao, Qi Lv, Zili Wang, Tianxiang Wu, Ziqiang Cao, Wenjie Li |
| 2025 | COLING | Personalized Large Language Model Assistant with Evolving Conditional Memory. | Ruifeng Yuan, Shichao Sun, Yongqi Li, Zili Wang, Ziqiang Cao, Wenjie Li |
| 2025 | CVPR | Interleaved-Modal Chain-of-Thought. | Jun Gao, Yongqi Li, Ziqiang Cao, Wenjie Li |
| 2025 | MMM | Select and Order: Optimizing Few-Shot Image Classification with In-Context Learning. | Hujiang Huang, Yu Xie, Jun Gao, Chuanliu Fan, Ziqiang Cao |
| 2024 | ACL | Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization. | Shichao Sun, Ruifeng Yuan, Ziqiang Cao, Wenjie Li, Pengfei Liu |
| 2024 | COLING | Improving Copy-oriented Text Generation via EDU Copy Mechanism. | Tianxiang Wu, Han Chen, Luozheng Qin, Ziqiang Cao, Chunhui Ai |
| 2024 | ECAI | TabMedBERT: A Tabular Knowledge Enhanced Biomedical Pretrained Language Model. | Xu Yan, Lei Geng, Ziqiang Cao, Juntao Li, Wenjie Li, Sujian Li, Xinjie Zhou, Yang Yang, Jun Zhang |
| 2024 | ICANN | BVRCC: Bootstrapping Video Retrieval via Cross-Matching Correction. | Luozheng Qin, Shaoyao Huang, Qian Qiao, Xu Yan, Ziqiang Cao |
| 2024 | ICASSP | Contrastive Learning with High-Quality and Low-Quality Augmented Data for Query-Focused Summarization. | Shaoyao Huang, Ziqiang Cao, Luozheng Qin, Jun Gao, Jun Zhang |
| 2024 | IJCNN | Guiding ChatGPT to Generate Salient Domain Summaries. | Jun Gao, Ziqiang Cao, Shaoyao Huang, Luozheng Qin, Chunhui Ai |
| 2024 | NAACL | CoUDA: Coherence Evaluation via Unified Data Augmentation. | Dawei Zhu, Wenhao Wu, Yifan Song, Fangwei Zhu, Ziqiang Cao, Sujian Li |
| 2023 | AAAI | Preserve Context Information for Extract-Generate Long-Input Summarization Framework. | Ruifeng Yuan, Zili Wang, Ziqiang Cao, Wenjie Li |
| 2023 | ACL | Dynamic and Efficient Inference for Text Generation via BERT Family. | Xiaobo Liang, Juntao Li, Lijun Wu, Ziqiang Cao, Min Zhang |
| 2023 | ACL | Can Diffusion Model Achieve Better Performance in Text Generation ? Bridging the Gap between Training and Inference ! | Zecheng Tang, Pinzheng Wang, Keyan Zhou, Juntao Li, Ziqiang Cao, Min Zhang |
| 2023 | ACL | Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization. | Ruifeng Yuan, Shichao Sun, Zili Wang, Ziqiang Cao, Wenjie Li |
| 2023 | EMNLP | KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model. | Lei Geng, Xu Yan, Ziqiang Cao, Juntao Li, Wenjie Li, Sujian Li, Xinjie Zhou, Yang Yang, Jun Zhang |
| 2023 | EMNLP | Diffusion Language Model with Query-Document Relevance for Query-Focused Summarization. | Shaoyao Huang, Luozheng Qin, Ziqiang Cao |
| 2023 | EMNLP | Data Selection Curriculum for Abstractive Text Summarization. | Shichao Sun, Ruifeng Yuan, Jianfei He, Ziqiang Cao, Wenjie Li, Xiaohua Jia |
| 2023 | IJCAI | RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search. | Yang Bai, Min Cao, Daming Gao, Ziqiang Cao, Chen Chen, Zhenfeng Fan, Liqiang Nie, Min Zhang |
| 2022 | EMNLP | FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness. | Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Ziqiang Cao, Sujian Li, Hua Wu |
| 2022 | EMNLP | Few-shot Query-Focused Summarization with Prefix-Merging. | Ruifeng Yuan, Zili Wang, Ziqiang Cao, Wenjie Li |
| 2021 | ACL | BASS: Boosting Abstractive Summarization with Unified Semantic Graph. | Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Ziqiang Cao, Sujian Li, Hua Wu, Haifeng Wang |
| 2018 | AAAI | Faithful to the Original: Fact Aware Neural Abstractive Summarization. | Ziqiang Cao, Furu Wei, Wenjie Li, Sujian Li |
| 2018 | ACL | Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization. | Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei |
| 2017 | AAAI | Joint Copying and Restricted Generation for Paraphrase. | Ziqiang Cao, Chuwei Luo, Wenjie Li, Sujian Li |
| 2017 | AAAI | Improving Multi-Document Summarization via Text Classification. | Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei |
| 2017 | IJCNLP | DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset. | Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, Shuzi Niu |
| 2016 | AAAI | TGSum: Build Tweet Guided Multi-Document Summarization Dataset. | Ziqiang Cao, Chengyao Chen, Wenjie Li, Sujian Li, Furu Wei, Ming Zhou |
| 2016 | COLING | AttSum: Joint Learning of Focusing and Summarization with Neural Attention. | Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei, Yanran Li |
| 2015 | AAAI | A Novel Neural Topic Model and Its Supervised Extension. | Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li, Heng Ji |
| 2015 | AAAI | Ranking with Recursive Neural Networks and Its Application to Multi-Document Summarization. | Ziqiang Cao, Furu Wei, Li Dong, Sujian Li, Ming Zhou |
| 2015 | ACL | Learning Summary Prior Representation for Extractive Summarization. | Ziqiang Cao, Furu Wei, Sujian Li, Wenjie Li, Ming Zhou, Houfeng Wang |
| 2014 | ACL | Text-level Discourse Dependency Parsing. | Sujian Li, Liang Wang, Ziqiang Cao, Wenjie Li |
| 2014 | EMNLP | Joint Learning of Chinese Words, Terms and Keywords. | Ziqiang Cao, Sujian Li, Heng Ji |