Qingni Wang

According to our database, Qingni Wang authored at least 7 papers between 2024 and 2026.

Collaborative distances:

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

2026

SafeGround: Know When to Trust GUI Grounding Models via Uncertainty Calibration.

Qingni Wang, Yue Fan, Xin Eric Wang

CoRR, February, 2026

COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees.

Zhiyuan Wang, Jinhao Duan, Qingni Wang, Xiaofeng Zhu, Tianlong Chen, Xiaoshuang Shi, Kaidi Xu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

SAFER: Risk-Constrained Sample-then-Filter in Large Language Models.

Qingni Wang, Yue Fan, Xin Eric Wang

CoRR, October, 2025

Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models.

Qingni Wang, Tiantian Geng, Zhiyuan Wang, Teng Wang, Bo Fu, Feng Zheng

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos.

Tiantian Geng, Jinrui Zhang, Qingni Wang, Teng Wang, Jinming Duan, Feng Zheng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

SConU: Selective Conformal Uncertainty in Large Language Models.

Zhiyuan Wang, Qingni Wang, Yue Zhang, Tianlong Chen, Xiaofeng Zhu, Xiaoshuang Shi, Kaidi Xu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees.

Zhiyuan Wang, Jinhao Duan, Lu Cheng, Yue Zhang, Qingni Wang, Xiaoshuang Shi, Kaidi Xu, Heng Tao Shen, Xiaofeng Zhu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024