AUC Maximization in the Era of Big Data and AI: A Survey

28 March 2022

Papers citing "AUC Maximization in the Era of Big Data and AI: A Survey"

50 / 64 papers shown

Title
DisCO: Reinforcing Large Reasoning Models with Discriminative Constrained Optimization Gang Li Ming Lin Tomer Galanti Zhengzhong Tu Tianbao Yang 0 0 0 18 May 2025
OpenworldAUC: Towards Unified Evaluation and Optimization for Open-world Prompt Tuning Cong Hua Qianqian Xu Zhiyong Yang Zitai Wang Shilong Bao Qingming Huang VLM 55 1 0 08 May 2025
Predicting Potential Customer Support Needs and Optimizing Search Ranking in a Two-Sided Marketplace Do-kyum Kim Han Zhao Huiji Gao Liwei He Malay Haldar Sanjeev Katariya 37 0 0 21 Mar 2025
Exploring Preference-Guided Diffusion Model for Cross-Domain Recommendation Xiaodong Li Hengzhu Tang Jiawei Sheng Xinghua Zhang Li Gao Suqi Cheng Dawei Yin Tingwen Liu DiffM 71 1 0 20 Jan 2025
InvDiff: Invariant Guidance for Bias Mitigation in Diffusion Models Min Hou Yueying Wu Chang Xu Yu Huang Chenxi Bai Le Wu Jiang Bian 73 1 0 11 Dec 2024
Mixed-State Quantum Denoising Diffusion Probabilistic Model Gino Kwun Bingzhi Zhang Quntao Zhuang DiffM 91 1 0 26 Nov 2024
Federated Learning Client Pruning for Noisy Labels Mahdi Morafah Hojin Chang Cheng Chen Bill Lin 47 1 0 11 Nov 2024
Token-level Proximal Policy Optimization for Query Generation Yichen Ouyang Lu Wang Fangkai Yang Pu Zhao Chenghua Huang ... Saravan Rajmohan Weiwei Deng Dongmei Zhang Feng Sun Qi Zhang OffRL 134 3 0 01 Nov 2024
Federated Communication-Efficient Multi-Objective Optimization Baris Askin Pranay Sharma Gauri Joshi Carlee Joe-Wong FedML 66 1 0 21 Oct 2024
Data Augmentation via Diffusion Model to Enhance AI Fairness Christina Hastings Blow Lijun Qian Camille Gibson Pamela Obiomon Xishuang Dong DiffM 31 0 0 20 Oct 2024
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation Boyu Han Qianqian Xu Zhiyong Yang Shilong Bao Peisong Wen Yangbangyan Jiang Qingming Huang 30 2 0 30 Sep 2024
Generative Pre-trained Ranking Model with Over-parameterization at Web-Scale (Extended Abstract) Yuchen Li Haoyi Xiong Linghe Kong Jiang Bian Shuaiqiang Wang Guihai Chen Dawei Yin 30 0 0 25 Sep 2024
Improved Diversity-Promoting Collaborative Metric Learning for Recommendation Shilong Bao Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang 50 5 0 02 Sep 2024
Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion Models Wenjia Xie Rui Zhou Hao Wang Tingjia Shen Enhong Chen DiffM 38 9 0 30 Aug 2024
Electroencephalogram Emotion Recognition via AUC Maximization Minheng Xiao Shi Bo 49 2 0 16 Aug 2024
Discrete generative diffusion models without stochastic differential equations: a tensor network approach Luke Causer Grant M. Rotskoff J. P. Garrahan DiffM 41 2 0 15 Jul 2024
Top-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures for Multi-Label Classification Zitai Wang Qianqian Xu Zhiyong Yang Peisong Wen Yuan He Xiaochun Cao Qingming Huang 34 1 0 09 Jul 2024
Diverse Intra- and Inter-Domain Activity Style Fusion for Cross-Person Generalization in Activity Recognition Junru Zhang Lang Feng Zhidan Liu Yuhan Wu Yang He Yabo Dong Duanqing Xu 27 1 0 07 Jun 2024
Single-loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions Quanqi Hu Qi Qi Zhaosong Lu Tianbao Yang 39 2 0 28 May 2024
SIDBench: A Python Framework for Reliably Assessing Synthetic Image Detection Methods Manos Schinas Symeon Papadopoulos VLM EGVM 40 8 0 29 Apr 2024
CanvasPic: An Interactive Tool for Freely Generating Facial Images Based on Spatial Layout Jiafu Wei Chia-Ming Chang Xi Yang Takeo Igarashi 34 0 0 16 Apr 2024
GazeFusion: Saliency-Guided Image Generation Yunxiang Zhang Nan Wu Connor Z. Lin Gordon Wetzstein Qi Sun 45 0 0 16 Mar 2024
SocialGenPod: Privacy-Friendly Generative AI Social Web Applications with Decentralised Personal Data Stores Vidminas Vizgirda Rui Zhao Naman Goel 33 2 0 15 Mar 2024
Dynamical Regimes of Diffusion Models Giulio Biroli Tony Bonnaire Valentin De Bortoli Marc Mézard DiffM 55 41 0 28 Feb 2024
U-Trustworthy Models.Reliability, Competence, and Confidence in Decision-Making Ritwik Vashistha Arya Farahi 32 1 0 04 Jan 2024
CoCoGen: Physically-Consistent and Conditioned Score-based Generative Models for Forward and Inverse Problems Christian L. Jacobsen Yilin Zhuang Karthik Duraisamy AI4CE SyDa DiffM 26 17 0 16 Dec 2023
Two-Stage Adaptive Network for Semi-Supervised Cross-Domain Crater Detection under Varying Scenario Distributions Yifan Liu Tiecheng Song Chengye Xian Ruiyuan Chen Yi Zhao Rui Li Tan Guo 32 1 0 11 Dec 2023
UCE-FID: Using Large Unlabeled, Medium Crowdsourced-Labeled, and Small Expert-Labeled Tweets for Foodborne Illness Detection Ruofan Hu Dongyu Zhang Dandan Tao Huayi Zhang Hao Feng Elke A. Rundensteiner FedML 34 4 0 02 Dec 2023
DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework Siran Dai Qianqian Xu Zhiyong Yang Xiaochun Cao Qingming Huang 30 1 0 06 Nov 2023
Testing the Consistency of Performance Scores Reported for Binary Classification Problems Attila Fazekas György Kovács 22 1 0 19 Oct 2023
Non-Smooth Weakly-Convex Finite-sum Coupled Compositional Optimization Quanqi Hu Dixian Zhu Tianbao Yang 35 8 0 05 Oct 2023
DiffPoseTalk: Speech-Driven Stylistic 3D Facial Animation and Head Pose Generation via Diffusion Models Zhiyao Sun Tian Lv Sheng Ye Matthieu Lin Jenny Sheng Yuhui Wen Minjing Yu Yong-jin Liu DiffM 36 45 0 30 Sep 2023
Reconstruction of Patient-Specific Confounders in AI-based Radiologic Image Interpretation using Generative Pretraining T. Han Laura vZigutyt.e L. Huck M. Huppertz R. Siepmann ... Firas Khader Christiane Kuhl S. Nebelung Jakob Kather Daniel Truhn MedIm 30 3 0 29 Sep 2023
Diffusion Models as Stochastic Quantization in Lattice Field Theory Lei Wang Gert Aarts Kai Zhou DiffM 32 14 0 29 Sep 2023
Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms Minghao Yang Xiyuan Wei Tianbao Yang Yiming Ying 40 1 0 07 Jul 2023
How Can Recommender Systems Benefit from Large Language Models: A Survey Jianghao Lin Xinyi Dai Yunjia Xi Weiwen Liu Bo Chen ... Chenxu Zhu Huifeng Guo Yong Yu Ruiming Tang Weinan Zhang LRM 30 196 0 09 Jun 2023
LibAUC: A Deep Learning Library for X-Risk Optimization Zhuoning Yuan Dixian Zhu Zimeng Qiu Gang Li Xuanhui Wang Tianbao Yang BDL 43 16 0 05 Jun 2023
Does it pay to optimize AUC? Baojian Zhou Steven Skiena 36 0 0 02 Jun 2023
AUC Optimization from Multiple Unlabeled Datasets Zheng Xie Yu Liu Ming Li 70 0 0 25 May 2023
Counterfactual Generative Models for Time-Varying Treatments Shenghao Wu Wen-liang Zhou Minshuo Chen Shixiang Zhu DiffM CML 34 6 0 25 May 2023
Weakly Supervised AUC Optimization: A Unified Partial AUC Approach Zheng Xie Yu Liu Hao He Ming Li Zhi-Hua Zhou NoLa 26 4 0 23 May 2023
Provable Multi-instance Deep AUC Maximization with Stochastic Pooling Dixian Zhu Bokun Wang Zhi Chen Yaxing Wang Milan Sonka Xiaodong Wu Tianbao Yang 22 3 0 14 May 2023
Robust Educational Dialogue Act Classifiers with Low-Resource and Imbalanced Datasets Jionghao Lin Wei Tan Ngoc Dang Nguyen David Lang Lan Du Wray L. Buntine Richard Beare Guanliang Chen D. Gašević 29 7 0 15 Apr 2023
DetOFA: Efficient Training of Once-for-All Networks for Object Detection Using Path Filter Yuiko Sakuma Masato Ishii T. Narihira 36 2 0 23 Mar 2023
On the Theories Behind Hard Negative Sampling for Recommendation Wentao Shi Jiawei Chen Fuli Feng Jizhi Zhang Junkang Wu Chongming Gao Xiangnan He BDL 23 34 0 07 Feb 2023
Score-based denoising for atomic structure identification Tim Hsu Babak Sadigh N. Bertin Cheol Woo Park James Chapman Vasily V. Bulatov Fei Zhou DiffM 40 6 0 05 Dec 2022
FeDXL: Provable Federated Learning for Deep X-Risk Optimization Zhishuai Guo R. L. Jin Jiebo Luo Tianbao Yang FedML 47 8 0 26 Oct 2022
Explicit Second-Order Min-Max Optimization Methods with Optimal Convergence Guarantee Tianyi Lin P. Mertikopoulos Michael I. Jordan 26 11 0 23 Oct 2022
OpenAUC: Towards AUC-Oriented Open-Set Recognition Zitai Wang Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang MQ 45 24 0 22 Oct 2022
Imbalanced Classification in Medical Imaging via Regrouping Le Peng Yash Travadi Rui Zhang Yingwei Cui Ju Sun OOD 37 4 0 21 Oct 2022