Improving Abstractive Dialogue Summarization with Hierarchical Pretraining and Topic Segment. - Mengnan Qi; Hao Liu; Yuzhuo Fu; Ting Liu 016 (EMNLP (Findings), 2021)

Program Translation via Code Distillation. - Yufan Huang; Mengnan Qi; Yongqiang Yao; Maoquan Wang; Bin Gu 001; Colin B. Clement; Neel Sundaresan (EMNLP, 2023)

SUT: Active Defects Probing for Transcompiler Models. - Mengnan Qi; Yufan Huang; Maoquan Wang; Yongqiang Yao; Zihan Liu; Bin Gu 001; Colin B. Clement; Neel Sundaresan (EMNLP, 2023)

A CAM-Enhancing Generative Person Re-ID Method Based Global and Local Features. - Angze Li; Shasha Mao; Lin Xiong; Mengnan Qi; Shuiping Gou; Licheng Jiao (ICIP, 2023)

Rethinking the Instruction Quality: LIFT is What You Need. - Yang Xu; Yongqiang Yao; Yufan Huang; Mengnan Qi; Maoquan Wang; Bin Gu 001; Neel Sundaresan (CoRR, 2023)

Is Next Token Prediction Sufficient for GPT? Exploration on Code Logic Comprehension. - Mengnan Qi; Yufan Huang; Yongqiang Yao; Maoquan Wang; Bin Gu 001; Neel Sundaresan (CoRR, 2024)

HaVen: Hallucination-Mitigated LLM for Verilog Code Generation Aligned with HDL Engineers. - Yiyao Yang; Fu Teng; Pengju Liu; Mengnan Qi; Chenyang Lv; Ji Li; Xuhong Zhang 002; Zhezhi He (DATE, 2025)

Rethinking Multiple-Instance Learning From Feature Space to Probability Space. - Zhaolong Du; Shasha Mao; Xuequan Lu; Mengnan Qi; Yimeng Zhang; Jing Gu; Licheng Jiao (ICLR, 2025)

Multi-Task Hybrid Conv-Transformer With Emotional Localized Ambiguity Exploration for Facial Pain Assessment. - Shasha Mao; Angze Li; Yanjia Luo; Shuiping Gou; Mengnan Qi; Tianhuan Li; Xinyi Wei; Binxiao Su; Nan Gu (IEEE J. Biomed. Health Informatics, 2025)

DASCE: Long-Tailed Data Augmentation Based Sparse Class-Correlation Exploitation. - Mengnan Qi; Shasha Mao; Yimeng Zhang; Jing Gu; Shuiping Gou; Licheng Jiao; Yuming Zhang (IEEE Trans. Knowl. Data Eng., 2025)