| 2026 | ACL | MolSafeEval: A Benchmark for Uncovering Safety Risks in AI-Generated Molecules. | Tong Xu, Xinzhe Cao, Zhihui Zhu, Keyan Ding, Huajun Chen |
| 2025 | AAAI | The Distributional Reward Critic Framework for Reinforcement Learning Under Perturbed Rewards. | Xi Chen, Zhihui Zhu, Andrew Perrault |
| 2025 | HCI | Enhancing In-Plant Logistics Vehicle-Machine Interaction: A PDA Interface Optimization Study. | Mian Yan, Wenxian Zheng, Zhihui Zhu, Yang Chen, Mingxing Li, Weilong Niu, Wanshan Li, Fangtong Liu |
| 2025 | ICDM | Can Reasoning LLMs Eliminate Conformity in Multi-Agent Systems? | Alina Liu, Christopher Hill, Jiachen Jiang, Zhihui Zhu |
| 2025 | ICLR | Tracing Representation Progression: Analyzing and Enhancing Layer-Wise Similarity. | Jiachen Jiang, Jinxin Zhou, Zhihui Zhu |
| 2025 | IJCNLP | Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data. | Xinyi Ling, Hanwen Du, Bo Peng, Zhihui Zhu, Xia Ning |
| 2025 | IJCNLP | EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models. | Xinyi Ling, Hanwen Du, Zhihui Zhu, Xia Ning |
| 2024 | CVPR | DREAM: Diffusion Rectification and Estimation-Adaptive Models. | Jinxin Zhou, Tianyu Ding, Tianyi Chen, Jiachen Jiang, Ilya Zharkov, Zhihui Zhu, Luming Liang |
| 2024 | ICML | A Global Geometric Analysis of Maximal Coding Rate Reduction. | Peng Wang, Huikang Liu, Druv Pai, Yaodong Yu, Zhihui Zhu, Qing Qu, Yi Ma |
| 2024 | ICML | Generalized Neural Collapse for a Large Number of Classes. | Jiachen Jiang, Jinxin Zhou, Peng Wang, Qing Qu, Dustin G. Mixon, Chong You, Zhihui Zhu |
| 2024 | RO-MAN | Quantum Exploration-based Reinforcement Learning for Efficient Robot Path Planning in Sparse-Reward Environment. | Chao Huang, Yibei Guo, Zhihui Zhu, Mei Si, Daniel Blankenberg, Rui Liu |
| 2023 | ICLR | OTOv2: Automatic, Generic, User-Friendly. | Tianyi Chen, Luming Liang, Tianyu Ding, Zhihui Zhu, Ilya Zharkov |
| 2022 | ICASSP | Learning Approach For Fast Approximate Matrix Factorizations. | Haiyan Yu, Zhen Qin, Zhihui Zhu |
| 2022 | ICML | Robust Training under Label Noise by Over-parameterization. | Sheng Liu, Zhihui Zhu, Qing Qu, Chong You |
| 2022 | ICML | On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features. | Jinxin Zhou, Xiao Li, Tianyu Ding, Chong You, Qing Qu, Zhihui Zhu |
| 2021 | AISTATS | Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms. | Tianyu Ding, Zhihui Zhu, Manolis C. Tsakiris, Ren Vidal, Daniel P. Robinson |
| 2021 | CVPR | CDFI: Compression-Driven Network Design for Frame Interpolation. | Tianyu Ding, Luming Liang, Zhihui Zhu, Ilya Zharkov |
| 2021 | ICML | Dual Principal Component Pursuit for Robust Subspace Learning: Theory and Algorithms for a Holistic Approach. | Tianyu Ding, Zhihui Zhu, Ren Vidal, Daniel P. Robinson |
| 2020 | AAAI | Viewpoint-Aware Loss with Angular Regularization for Person Re-Identification. | Zhihui Zhu, Xinyang Jiang, Feng Zheng, Xiaowei Guo, Feiyue Huang, Xing Sun, Wei-Shi Zheng |
| 2020 | CVPR | Robust Homography Estimation via Dual Principal Component Pursuit. | Tianjiao Ding, Yunchen Yang, Zhihui Zhu, Daniel P. Robinson, Ren Vidal, Laurent Kneip, Manolis C. Tsakiris |
| 2020 | ICLR | Geometric Analysis of Nonconvex Optimization Landscapes for Overcomplete Learning. | Qing Qu, Yuexiang Zhai, Xiao Li, Yuqian Zhang, Zhihui Zhu |
| 2019 | ACSSC | The Local Geometry of Orthogonal Dictionary Learning using L1 Minimization. | Qiuwei Li, Zhihui Zhu, Michael B. Wakin, Gongguo Tang |
| 2019 | ACSSC | Exact and Efficient Multi-Channel Sparse Blind Deconvolution - A Nonconvex Approach. | Qing Qu, Xiao Li, Zhihui Zhu |
| 2019 | ICASSP | The Geometry of Equality-constrained Global Consensus Problems. | Qiuwei Li, Zhihui Zhu, Gongguo Tang, Michael B. Wakin |
| 2019 | ICML | Noisy Dual Principal Component Pursuit. | Tianyu Ding, Zhihui Zhu, Tianjiao Ding, Yunchen Yang, Daniel P. Robinson, Manolis C. Tsakiris, Ren Vidal |
| 2019 | ICML | Alternating Minimizations Converge to Second-Order Optimal Solutions. | Qiuwei Li, Zhihui Zhu, Gongguo Tang |
| 2019 | IGARSS | Learning Deep Networks under Noisy Labels for Remote Sensing Image Scene Classification. | Yansheng Li, Yongjun Zhang, Zhihui Zhu |
| 2017 | ACSSC | A super-resolution algorithm for multiband signal identification. | Zhihui Zhu, Dehui Yang, Michael B. Wakin, Gongguo Tang |
| 2017 | ICASSP | Jazz: A companion to music for frequency estimation with missing data. | Qiuwei Li, Shuang Li, Hassan Mansour, Michael B. Wakin, Dehui Yang, Zhihui Zhu |
| 2017 | ICASSP | A new framework for designing incoherent sparsifying dictionaries. | Gang Li, Zhihui Zhu, Huang Bai, Aihua Yu |
| 2017 | ICASSP | Fast orthogonal approximations of sampled sinusoids and bandlimited signals. | Zhihui Zhu, Santhosh Karnik, Michael B. Wakin, Mark A. Davenport, Justin K. Romberg |
| 2014 | CIS | Adaptive Chosen-Plaintext Correlation Power Analysis. | Wenjing Hu, Liji Wu, An Wang, Xinjun Xie, Zhihui Zhu, Shun Luo |