Mengnan Qi

According to our database, Mengnan Qi authored at least 10 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., August, 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, July, 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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, Zhezhi He

Proceedings of the Design, Automation & Test in Europe Conference, 2025

2024

Is Next Token Prediction Sufficient for GPT? Exploration on Code Logic Comprehension.

Mengnan Qi, Yufan Huang, Yongqiang Yao, Maoquan Wang, Bin Gu, Neel Sundaresan

CoRR, 2024

2023

Rethinking the Instruction Quality: LIFT is What You Need.

Yang Xu, Yongqiang Yao, Yufan Huang, Mengnan Qi, Maoquan Wang, Bin Gu, Neel Sundaresan

CoRR, 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

Proceedings of the IEEE International Conference on Image Processing, 2023

SUT: Active Defects Probing for Transcompiler Models.

Mengnan Qi, Yufan Huang, Maoquan Wang, Yongqiang Yao, Zihan Liu, Bin Gu, Colin B. Clement, Neel Sundaresan

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Program Translation via Code Distillation.

Yufan Huang, Mengnan Qi, Yongqiang Yao, Maoquan Wang, Bin Gu, Colin B. Clement, Neel Sundaresan

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2021

Improving Abstractive Dialogue Summarization with Hierarchical Pretraining and Topic Segment.

Mengnan Qi, Hao Liu, Yuzhuo Fu, Ting Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021