Pengqi Li

According to our database, Pengqi Li authored at least 9 papers between 2022 and 2026.

Collaborative distances:

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

2026

GCL-GroW: Graph contrastive learning via group whitening.

Chunhui Zhang, Rui Miao, Lizhong Ding, Pengqi Li, Yuhan Guo, Xingcan Li, Ye Yuan, Guoren Wang

Pattern Recognit., 2026

Demystifying Uncertainty in LLMs: Active Calibration between Concepts and Human Evaluations.

Pengqi Li, Lizhong Ding, Zhehao Zhou, Chunhui Zhang, Jiarun Fu, Hao Li, Ye Yuan, Guoren Wang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

DeepFaith: A Domain-Free and Model-Agnostic Unified Framework for Highly Faithful Explanations.

Yuhan Guo, Lizhong Ding, Shihan Jia, Yanyu Ren, Pengqi Li, Jiarun Fu, Changsheng Li, Ye Yuan, Guoren Wang

CoRR, August, 2025

Unveiling and Causalizing CoT: A Causal Pespective.

Jiarun Fu, Lizhong Ding, Hao Li, Pengqi Li, Qiuning Wei, Xu Chen

CoRR, February, 2025

Testing for Causal Fairness.

Jiarun Fu, Lizhong Ding, Pengqi Li, Qiuning Wei, Yurong Cheng, Xu Chen

CoRR, February, 2025

Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity.

Pengqi Li, Lizhong Ding, Jiarun Fu, Chunhui Zhang, Guoren Wang, Ye Yuan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

How Phonemes Contribute to Deep Speaker Models?

Pengqi Li, Tianhao Wang, Lantian Li, Askar Hamdulla, Dong Wang

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Visualizing Data Augmentation in Deep Speaker Recognition.

Pengqi Li, Lantian Li, Askar Hamdulla, Dong Wang

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

Reliable Visualization for Deep Speaker Recognition.

Pengqi Li, Lantian Li, Askar Hamdulla, Dong Wang

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022