| 2026 | AAAI | Mass Concept Erasure in Diffusion Models with Concept Hierarchy. | Jiahang Tu, Ye Li, Yiming Wu, Hanbin Zhao, Chao Zhang, Hui Qian |
| 2025 | AAAI | TextToucher: Fine-Grained Text-to-Touch Generation. | Jiahang Tu, Hao Fu, Fengyu Yang, Hanbin Zhao, Chao Zhang, Hui Qian |
| 2025 | ICCV | FG-OrIU: Towards Better Forgetting via Feature-Gradient Orthogonality for Incremental Unlearning. | Qian Feng, Jiahang Tu, Mintong Kang, Hanbin Zhao, Chao Zhang, Hui Qian |
| 2025 | ICCV | Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin. | Fangyikang Wang, Hubery Yin, Lei Qian, Yinan Li, Shaobin Zhuang, Huminhao Zhu, Yilin Zhang, Yanlong Tang, Chao Zhang, Hanbin Zhao, Hui Qian, Chen Li |
| 2025 | ICML | Efficiently Access Diffusion Fisher: Within the Outer Product Span Space. | Fangyikang Wang, Hubery Yin, Shaobin Zhuang, Huminhao Zhu, Yinan Li, Lei Qian, Chao Zhang, Hanbin Zhao, Hui Qian, Chen Li |
| 2025 | ISCAS | A Low-Voltage Analog to Information Converter with Hybrid Quantization. | Hui Qian, Zhiqiang Wang, Zhengyu Huang, Chenhui Feng |
| 2024 | AAAI | GAD-PVI: A General Accelerated Dynamic-Weight Particle-Based Variational Inference Framework. | Fangyikang Wang, Huminhao Zhu, Chao Zhang, Hanbin Zhao, Hui Qian |
| 2024 | ICONIP | Adaptive Nearest Neighbor Sememe Tree Generation Model. | Sijia Shen, Peiyan Wang, Hui Qian, Zhongwu Li |
| 2024 | ISCAS | A High Dynamic Range Feedback Compensation Front-End for Unlimited Sampling ASDM ADC. | Binqiang Dan, Hui Qian, Zhongfeng Wang |
| 2023 | AAAI | Towards Optimal Randomized Strategies in Adversarial Example Game. | Jiahao Xie, Chao Zhang, Weijie Liu, Wensong Bai, Hui Qian |
| 2023 | AAAI | CDMA: A Practical Cross-Device Federated Learning Algorithm for General Minimax Problems. | Jiahao Xie, Chao Zhang, Zebang Shen, Weijie Liu, Hui Qian |
| 2023 | ICLR | Robust Graph Dictionary Learning. | Weijie Liu, Jiahao Xie, Chao Zhang, Makoto Yamada, Nenggan Zheng, Hui Qian |
| 2022 | AAAI | From One to All: Learning to Match Heterogeneous and Partially Overlapped Graphs. | Weijie Liu, Hui Qian, Chao Zhang, Jiahao Xie, Zebang Shen, Nenggan Zheng |
| 2022 | APCC | An Edge-Storage-Aided Scheduling Method for Edge-Computing-Enabled Optical Metro Networks. | Xiao Lin, Huihuang Lin, Shuo Ji, Hui Qian, Jun Li, Shengnan Yue |
| 2022 | ECCV | Multi-Curve Translator for High-Resolution Photorealistic Image Translation. | Yuda Song, Hui Qian, Xin Du |
| 2022 | ICASSP | Feature-Based Sensing Matrix Design for Analog to Information Converters. | Chencheng Guo, Hui Qian, Baoling Hong |
| 2022 | IJCAI | DPVI: A Dynamic-Weight Particle-Based Variational Inference Framework. | Chao Zhang, Zhijian Li, Xin Du, Hui Qian |
| 2021 | AAAI | A Hybrid Stochastic Gradient Hamiltonian Monte Carlo Method. | Chao Zhang, Zhijian Li, Zebang Shen, Jiahao Xie, Hui Qian |
| 2021 | ICCV | StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement. | Yuda Song, Hui Qian, Xin Du |
| 2021 | IJCAI | SHPOS: A Theoretical Guaranteed Accelerated Particle Optimization Sampling Method. | Zhijian Li, Chao Zhang, Hui Qian, Xin Du, Lingwei Peng |
| 2021 | SoMeT | Emotion Regulation Music Recommendation Based on Feature Selection. | Xiaoliang Gong, Ruiyi Yuan, Hui Qian, Yufei Chen, Anthony G. Cohn |
| 2020 | AAAI | Efficient Projection-Free Online Methods with Stochastic Recursive Gradient. | Jiahao Xie, Zebang Shen, Chao Zhang, Boyu Wang, Hui Qian |
| 2020 | AAAI | Aggregated Gradient Langevin Dynamics. | Chao Zhang, Jiahao Xie, Zebang Shen, Peilin Zhao, Tengfei Zhou, Hui Qian |
| 2020 | IJCAI | Accelerating Stratified Sampling SGD by Reconstructing Strata. | Weijie Liu, Hui Qian, Chao Zhang, Zebang Shen, Jiahao Xie, Nenggan Zheng |
| 2019 | AISTATS | Complexities in Projection-Free Stochastic Non-convex Minimization. | Zebang Shen, Cong Fang, Peilin Zhao, Junzhou Huang, Hui Qian |
| 2019 | AISTATS | Decentralized Gradient Tracking for Continuous DR-Submodular Maximization. | Jiahao Xie, Chao Zhang, Zebang Shen, Chao Mi, Hui Qian |
| 2019 | ICML | Hessian Aided Policy Gradient. | Zebang Shen, Alejandro Ribeiro, Hamed Hassani, Hui Qian, Chao Mi |
| 2018 | AISTATS | Towards Memory-Friendly Deterministic Incremental Gradient Method. | Jiahao Xie, Hui Qian, Zebang Shen, Chao Zhang |
| 2018 | ICML | Towards More Efficient Stochastic Decentralized Learning: Faster Convergence and Sparse Communication. | Zebang Shen, Aryan Mokhtari, Tengfei Zhou, Peilin Zhao, Hui Qian |
| 2018 | IJCAI | JUMP: a Jointly Predictor for User Click and Dwell Time. | Tengfei Zhou, Hui Qian, Zebang Shen, Chao Zhang, Chengwei Wang, Shichen Liu, Wenwu Ou |
| 2017 | ICIP | Loosecut: Interactive image segmentation with loosely bounded boxes. | Hongkai Yu, Youjie Zhou, Hui Qian, Min Xian, Song Wang |
| 2017 | IJCAI | Accelerated Doubly Stochastic Gradient Algorithm for Large-scale Empirical Risk Minimization. | Zebang Shen, Hui Qian, Tongzhou Mu, Chao Zhang |
| 2017 | IJCAI | Tensor Completion with Side Information: A Riemannian Manifold Approach. | Tengfei Zhou, Hui Qian, Zebang Shen, Chao Zhang, Congfu Xu |
| 2016 | AAAI | An Alternating Proximal Splitting Method with Global Convergence for Nonconvex Structured Sparsity Optimization. | Shubao Zhang, Hui Qian, Xiaojin Gong |
| 2016 | AAAI | Fast Hybrid Algorithm for Big Matrix Recovery. | Tengfei Zhou, Hui Qian, Zebang Shen, Congfu Xu |
| 2016 | IJCAI | Adaptive Variance Reducing for Stochastic Gradient Descent. | Zebang Shen, Hui Qian, Tengfei Zhou, Tongzhou Mu |
| 2016 | IJCAI | Constrained Preference Embedding for Item Recommendation. | Xin Wang, Congfu Xu, Yunhui Guo, Hui Qian |
| 2015 | ICCV | Co-Interest Person Detection from Multiple Wearable Camera Videos. | Yuewei Lin, Kareem Abdelfatah, Youjie Zhou, Xiaochuan Fan, Hongkai Yu, Hui Qian, Song Wang |
| 2015 | IJCAI | Simple Atom Selection Strategy for Greedy Matrix Completion. | Zebang Shen, Hui Qian, Tengfei Zhou, Song Wang |
| 2014 | AAAI | Using The Matrix Ridge Approximation to Speedup Determinantal Point Processes Sampling Algorithms. | Shusen Wang, Chao Zhang, Hui Qian, Zhihua Zhang |
| 2014 | CVPR | Guided Depth Upsampling via a Cosparse Analysis Model. | Xiaojin Gong, Jianqiang Ren, Baisheng Lai, Chaohua Yan, Hui Qian |
| 2014 | ICML | Making Fisher Discriminant Analysis Scalable. | Bojun Tu, Zhihua Zhang, Shusen Wang, Hui Qian |
| 2014 | KDD | Improving the modified nystrm method using spectral shifting. | Shusen Wang, Chao Zhang, Hui Qian, Zhihua Zhang |
| 2013 | AAAI | Large-Scale Hierarchical Classification via Stochastic Perceptron. | Dehua Liu, Bojun Tu, Hui Qian, Zhihua Zhang |
| 2013 | AAAI | A Concave Conjugate Approach for Nonconvex Penalized Regression with the MCP Penalty. | Shubao Zhang, Hui Qian, Wei Chen, Zhihua Zhang |
| 2010 | ICMLC | Gaussian processes in inverse reinforcement learning. | Zhuo-Jun Jin, Hui Qian, Miaoliang Zhu |
| 2008 | ICPR | 3D object recognition by fast spherical correlation between combined view EGIs and PFT. | Donghui Wang, Hui Qian |