Anqi Liu

1. Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)
   2024/05/10 by Drew Prinster, Prinster, Drew, Samuel C. Stanton +5 · 6 citations
   Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
2. Ambiguous Images With Human Judgments for Robust Visual Event Classification
   2022/10/06 by Kate Sanders, Reno Kriz, Sanders, Kate +5 · 2 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.2.0 #I.2.10 #I.4.8 #Image Processing Techniques and Applications
3. Core: Robust Factual Precision with Informative Sub-Claim Identification
   2024/07/04 by Zhengping Jiang, Jiang, Zhengping, Jingyu Zhang +15 · 4 citations
   Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences #Spam and Phishing Detection
4. Density-Softmax: Efficient Test-time Model for Uncertainty Estimation and Robustness under Distribution Shifts
   2023/02/13 by Hà Mạnh Bùi, Bui, Ha Manh, Anqi Liu +1 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI)
5. Active Learning under Label Shift
   2020/07/16 by Eric Zhao, Zhao, Eric, Anqi Liu +5 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
6. Conformal Linguistic Calibration: Trading-off between Factuality and Specificity
   2025/02/26 by Zhengping Jiang, Anqi Liu, Jiang, Zhengping +3 · 4 citations
   Computer Science · Social Sciences · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Computational and Text Analysis Methods
7. A Learnable Color Correction Matrix for RAW Reconstruction
   2024/09/04 by Anqi Liu, Liu, Anqi, Shiyi Mu +3 · 2 citations
   Computer Science · Engineering · #Image Processing and 3D Reconstruction #Handwritten Text Recognition Techniques #Industrial Vision Systems and Defect Detection
8. Finding Social Media Trolls: Dynamic Keyword Selection Methods for Rapidly-Evolving Online Debates
   2019/11/13 by Anqi Liu, Maya Srikanth, Liu, Anqi +7 · 1 citation
   Computer Science · Physics and Astronomy · #Advanced Text Analysis Techniques #Complex Network Analysis Techniques #Opinion Dynamics and Social Influence
9. A Demographic-Conditioned Variational Autoencoder for fMRI Distribution Sampling and Removal of Confounds
   2024/05/13 by Anton Orlichenko, Gang Qu, Orlichenko, Anton +17 · 1 citation
   Computer Science · #FOS: Biological sciences #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Neurons and Cognition (q-bio.NC) #Quantitative Methods (q-bio.QM)
10. OpenSpliceAI: An efficient, modular implementation of SpliceAI enabling easy retraining on non-human species
    2025/07/22 by Kuan-Hao Chao, Alan Mao, Anqi Liu +2 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Genomics and Chromatin Dynamics #Genomics and Phylogenetic Studies #RNA Research and Splicing
11. Always Tell Me The Odds: Fine-grained Conditional Probability Estimation
    2025/05/02 by Zhengping Jiang, Wang, Liaoyaqi, Anqi Liu +4 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Data Classification
12. Controlling the Risk of Corrupted Contexts for Language Models via Early-Exiting
    2025/10/02 by Metod Jazbec, Wynn, Andrea, Charith Peris +10 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
13. Training-Aware Risk Control for Intensity Modulated Radiation Therapies Quality Assurance with Conformal Prediction
    2025/01/15 by Kevin He, He, Kevin, David P. Adam +5 · 1 citation
    Medicine · Physics and Astronomy · #Advanced Radiotherapy Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
14. Off-Dynamics Reinforcement Learning via Domain Adaptation and Reward Augmented Imitation
    2024/11/15 by Yihong Guo, Guo, Yihong, Yixuan Wang +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
15. Decoding the Micromagnetic Hamiltonian from Magnetic Fingerprints
    2026/07/29 by Bradley J. Fugetta, Anqi Liu, Kai Liu +2
    Physics and Astronomy · #cond-mat.mtrl-sci
16. Estimating Rare Events in Language Models with Proper Evaluation
    2026/07/20 by Nikita Y. Parulekar, Anqi Liu
    #cs.LG #cs.AI