Wang, Qingni
- ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees
2024/06/29 by Wang, Zhiyuan, Duan, Jinhao, Cheng, Lu +6 · 16 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos
2024/11/29 by Tiantian Geng, Jinrui Zhang, Geng, Tiantian +9 · 11 citations
Computer Science · #Advanced Data Compression Techniques #Image and Video Quality Assessment #Video Coding and Compression Technologies
- Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models
2024/10/10 by Qingni Wang, Wang, Qingni, Tiantian Geng +9 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Topic Modeling
- SConU: Selective Conformal Uncertainty in Large Language Models
2025/04/19 by Wang, Zhiyuan, Wang, Qingni, Zhang, Yue +4 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees
2025/06/25 by Wang, Zhiyuan, Duan, Jinhao, Wang, Qingni +4 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SAFER: Risk-Constrained Sample-then-Filter in Large Language Models
2025/10/11 by Wang, Qingni, Fan, Yue, Wang, Xin Eric · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences