Wang, Rongrong

13 publications

ICML 2025 Differentiable Quadratic Optimization for the Maximum Independent Set Problem Ismail Alkhouri, Cedric Le Denmat, Yingjie Li, Cunxi Yu, Jia Liu, Rongrong Wang, Alvaro Velasquez

ICLR 2025 Learning Dynamics of Deep Matrix Factorization Beyond the Edge of Stability Avrajit Ghosh, Soo Min Kwon, Rongrong Wang, Saiprasad Ravishankar, Qing Qu

ICML 2025 SITCOM: Step-Wise Triple-Consistent Diffusion Sampling for Inverse Problems Ismail Alkhouri, Shijun Liang, Cheng-Han Huang, Jimmy Dai, Qing Qu, Saiprasad Ravishankar, Rongrong Wang

NeurIPS 2025 Towards Understanding the Mechanisms of Classifier-Free Guidance Xiang Li, Rongrong Wang, Qing Qu

NeurIPS 2025 Variational Learning Finds Flatter Solutions at the Edge of Stability Avrajit Ghosh, Bai Cong, Rio Yokota, Saiprasad Ravishankar, Rongrong Wang, Molei Tao, Mohammad Emtiyaz Khan, Thomas Möllenhoff

NeurIPS 2024 Image Reconstruction via Autoencoding Sequential Deep Image Prior Ismail R. Alkhouri, Shijun Liang, Evan Bell, Qing Qu, Rongrong Wang, Saiprasad Ravishankar

TMLR 2024 Improving Generalization of Complex Models Under Unbounded Loss Using PAC-Bayes Bounds Xitong Zhang, Avrajit Ghosh, Guangliang Liu, Rongrong Wang

ICML 2024 Optimal Eye Surgeon: Finding Image Priors Through Sparse Generators at Initialization Avrajit Ghosh, Xitong Zhang, Kenneth K. Sun, Qing Qu, Saiprasad Ravishankar, Rongrong Wang

TMLR 2024 Structure-Preserving Network Compression via Low-Rank Induced Training Through Linear Layers Composition Ismail Alkhouri, Xitong Zhang, Rongrong Wang

ICLR 2023 Implicit Regularization in Heavy-Ball Momentum Accelerated Stochastic Gradient Descent Avrajit Ghosh, He Lyu, Xitong Zhang, Rongrong Wang

ICLR 2021 Linear Convergent Decentralized Optimization with Compression Xiaorui Liu, Yao Li, Rongrong Wang, Jiliang Tang, Ming Yan

NeurIPS 2019 Manifold Denoising by Nonlinear Robust Principal Component Analysis He Lyu, Ningyu Sha, Shuyang Qin, Ming Yan, Yuying Xie, Rongrong Wang

CVPR 2005 Detecting Doctored Images Using Camera Response Normality and Consistency Zhouchen Lin, Rongrong Wang, Xiaoou Tang, Heung-Yeung Shum