| 2025 | CVPR | Identifying and Mitigating Spurious Correlation in Multi-Task Learning. | Junyi Chai, Shenyu Lu, Xiaoqian Wang |
| 2025 | ICCV | Target Bias Is All You Need: Zero-Shot Debiasing of Vision-Language Models With Bias Corpus. | Taeuk Jang, Hoin Jung, Xiaoqian Wang |
| 2025 | ICCV | Think Twice: Test-Time Reasoning for Robust CLIP Zero-Shot Classification. | Shenyu Lu, Zhaoying Pan, Xiaoqian Wang |
| 2025 | ICLR | Adversarial Latent Feature Augmentation for Fairness. | Hoin Jung, Junyi Chai, Xiaoqian Wang |
| 2025 | ICLR | Mitigating Spurious Correlations in Zero-Shot Multimodal Models. | Shenyu Lu, Junyi Chai, Xiaoqian Wang |
| 2025 | ICLR | Agree to Disagree: Demystifying Homogeneous Deep Ensembles through Distributional Equivalence. | Yipei Wang, Xiaoqian Wang |
| 2025 | ICML | On the Alignment between Fairness and Accuracy: from the Perspective of Adversarial Robustness. | Junyi Chai, Taeuk Jang, Jing Gao, Xiaoqian Wang |
| 2025 | WACV | Towards On-the-Fly Novel Category Discovery in Dynamic Long-Tailed Distributions. | Hoin Jung, Xiaoqian Wang |
| 2024 | AAAI | Adversarial Fairness Network. | Taeuk Jang, Xiaoqian Wang, Heng Huang |
| 2024 | AAAI | Cumulative Difference Learning VAE for Time-Series with Temporally Correlated Inflow-Outflow. | Tianchun Li, Chengxiang Wu, Pengyi Shi, Xiaoqian Wang |
| 2024 | AISTATS | Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning. | Taeuk Jang, Hongchang Gao, Pengyi Shi, Xiaoqian Wang |
| 2024 | AISTATS | On the Effect of Key Factors in Spurious Correlation: A theoretical Perspective. | Yipei Wang, Xiaoqian Wang |
| 2024 | CVPR | FADES: Fair Disentanglement with Sensitive Relevance. | Taeuk Jang, Xiaoqian Wang |
| 2024 | CVPR | Auto- Train-Once: Controller Network Guided Automatic Network Pruning from Scratch. | Xidong Wu, Shangqian Gao, Zeyu Zhang, Zhenzhen Li, Runxue Bao, Yanfu Zhang, Xiaoqian Wang, Heng Huang |
| 2024 | EMNLP | Fairness-Aware Online Positive-Unlabeled Learning. | Hoin Jung, Xiaoqian Wang |
| 2024 | EMNLP | SHIELD: Evaluation and Defense Strategies for Copyright Compliance in LLM Text Generation. | Xiaoze Liu, Ting Sun, Tianyang Xu, Feijie Wu, Cunxiang Wang, Xiaoqian Wang, Jing Gao |
| 2024 | HCI | A Systematic Literature Review on Educational Game Design Research: Based on Bibliometric and Content Analysis (2013-2023). | Xiaoqian Wang, Fan Zou |
| 2024 | ICLR | Debiasing Attention Mechanism in Transformer without Demographics. | Shenyu Lu, Yipei Wang, Xiaoqian Wang |
| 2024 | ICML | Benchmarking Deletion Metrics with the Principled Explanations. | Yipei Wang, Xiaoqian Wang |
| 2024 | KDD | Neural Collapse Inspired Debiased Representation Learning for Min-max Fairness. | Shenyu Lu, Junyi Chai, Xiaoqian Wang |
| 2024 | VTC | A Prospect of Novel Devices for Visible Light Communication in Future 6G Networks Applications. | Xiaoqian Wang, Chuan Yang, Maoyun Chen, Chaowen Guan, Lulu Zha, Zhilan Lu, Zhiteng Luo, Liang Xia, Hongjun He, Guangyi Liu, Nan Chi, Chao Shen |
| 2023 | AAAI | SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification. | Tianci Liu, Haoyu Wang, Yaqing Wang, Xiaoqian Wang, Lu Su, Jing Gao |
| 2023 | CVPR | Difficulty-Based Sampling for Debiased Contrastive Representation Learning. | Taeuk Jang, Xiaoqian Wang |
| 2023 | VTC | 14 Gbit/s Visible Light Communications Transmission System based on InGaN/GaN Blue Light Laser Diodes. | Xiaoqian Wang, Chuan Yang, Maoyun Chen, Hongjun He, Liang Xia, Chao Shen |
| 2023 | TrustCom | Coexistence Analysis Between the Large-scale IMT systems and LEO Satellite communication systems. | Yuqian Cai, Cheng Wang, Xiaoqian Wang, Xiaoyan Zhao, Weidong Wang |
| 2023 | TrustCom | Coexistence Analysis of 10-10.5 GHz IMT and EESS (passive) Systems. | Xiaoqian Wang, Cheng Wang, Yuqian Cai, Xiaoyan Zhao, Weidong Wang |
| 2022 | AAAI | Group-Aware Threshold Adaptation for Fair Classification. | Taeuk Jang, Pengyi Shi, Xiaoqian Wang |
| 2022 | ICML | Fairness with Adaptive Weights. | Junyi Chai, Xiaoqian Wang |
| 2022 | PIMRC | Layer Selection, Power Allocation and Modulation Analysis of LACO-OFDM. | Xiaoqian Wang, Liang Xia, Yifei Yuan, Guangyi Liu, Qixing Wang, Jiangzhou Wang |
| 2022 | VTC | Nonlinear Distortion of Optical Power Signal in Visible Light Communications. | Xiaoqian Wang, Liang Xia, Yifei Yuan, Guangyi Liu, Qixing Wang, Jiangzhou Wang |
| 2022 | VTC | Analysis of Impact of Direct Current Bias on Optical Power Signal in VLC. | Xiaoqian Wang, Liang Xia, Yifei Yuan, Guangyi Liu, Jianhua Zhang, Jiangzhou Wang |
| 2022 | WCNC | Capacity Lower Bound of Visible Light Communications Precoding on Zonotopes. | Xiaoqian Wang, Liang Xia, Yifei Yuan, Guangyi Liu, Qixing Wang, Jiangzhou Wang |
| 2021 | AAAI | Constructing a Fair Classifier with Generated Fair Data. | Taeuk Jang, Feng Zheng, Xiaoqian Wang |
| 2021 | ICASSP | Multi-Task Learning Via Sharing Inexact Low-Rank Subspace. | Xiaoqian Wang, Feiping Nie |
| 2021 | ICLR | Shapley Explanation Networks. | Rui Wang, Xiaoqian Wang, David I. Inouye |
| 2021 | IJCAI | On the Convergence of Stochastic Compositional Gradient Descent Ascent Method. | Hongchang Gao, Xiaoqian Wang, Lei Luo, Xinghua Shi |
| 2021 | IWCMC | Correlation based Lamp Selection Scheme under Illumination Constraint for VLC MIMO Systems. | Zhitian Cheng, Xiaoqian Wang, Liang Xia, Yifei Yuan, Jing Jin, Qixing Wang |
| 2021 | IWCMC | Gap Analysis of VLC-MIMO Capacity Lower Bound with Different Signal Distributions. | Xiaoqian Wang, Liang Xia, Yifei Yuan, Jing Dong, Hanning Wang, Qixing Wang |
| 2020 | IJCAI | Super-Resolution and Inpainting with Degraded and Upgraded Generative Adversarial Networks. | Yawen Huang, Feng Zheng, Danyang Wang, Junyu Jiang, Xiaoqian Wang, Ling Shao |
| 2019 | CVPR | Balanced Self-Paced Learning for Generative Adversarial Clustering Network. | Kamran Ghasedi, Xiaoqian Wang, Cheng Deng, Heng Huang |
| 2018 | AAAI | Directional Label Rectification in Adaptive Graph. | Xiaoqian Wang, Hao Huang |
| 2018 | IJCAI | New Balanced Active Learning Model and Optimization Algorithm. | Xiaoqian Wang, Yijun Huang, Ji Liu, Heng Huang |
| 2018 | KDD | Semi-Supervised Generative Adversarial Network for Gene Expression Inference. | Kamran Ghasedi Dizaji, Xiaoqian Wang, Heng Huang |
| 2018 | MICCAI | Temporal Correlation Structure Learning for MCI Conversion Prediction. | Xiaoqian Wang, Weidong Cai, Dinggang Shen, Heng Huang |
| 2017 | AAAI | Multiclass Capped ℓp-Norm SVM for Robust Classifications. | Feiping Nie, Xiaoqian Wang, Heng Huang |
| 2017 | IECON | Laplacian spectra for a family of treelike networks. | Xiaoqian Wang, Meifeng Dai, Yufei Chen, Yue Zong |
| 2017 | IECON | Network coherence on the weighted treelike network. | Yue Zong, Meifeng Dai, Jiaojiao He, Xiaoqian Wang |
| 2017 | RECOMB | Longitudinal Genotype-Phenotype Association Study via Temporal Structure Auto-learning Predictive Model. | Xiaoqian Wang, Jingwen Yan, Xiaohui Yao, Sungeun Kim, Kwangsik Nho, Shannon L. Risacher, Andrew J. Saykin, Li Shen, Heng Huang |
| 2016 | AAAI | The Constrained Laplacian Rank Algorithm for Graph-Based Clustering. | Feiping Nie, Xiaoqian Wang, Michael I. Jordan, Heng Huang |
| 2016 | ICDM | New Robust Clustering Model for Identifying Cancer Genome Landscapes. | Hongchang Gao, Xiaoqian Wang, Heng Huang |
| 2016 | KDD | Structured Doubly Stochastic Matrix for Graph Based Clustering: Structured Doubly Stochastic Matrix. | Xiaoqian Wang, Feiping Nie, Heng Huang |
| 2016 | MICCAI | Prediction of Memory Impairment with MRI Data: A Longitudinal Study of Alzheimer's Disease. | Xiaoqian Wang, Dinggang Shen, Heng Huang |
| 2015 | IJCAI | Discriminative Unsupervised Dimensionality Reduction. | Xiaoqian Wang, Yun Liu, Feiping Nie, Heng Huang |
| 2014 | KDD | Clustering and projected clustering with adaptive neighbors. | Feiping Nie, Xiaoqian Wang, Heng Huang |