Cheng, Chaoran

14 publications

NeurIPS 2025 Adaptive Divergence Regularized Policy Optimization for Fine-Tuning Generative Models Jiajun Fan, Tong Wei, Chaoran Cheng, Yuxin Chen, Ge Liu

ICLR 2025 Gradient-Free Generation for Hard-Constrained Systems Chaoran Cheng, Boran Han, Danielle C. Maddix, Abdul Fatir Ansari, Andrew Stuart, Michael W. Mahoney, Bernie Wang

ICLR 2025 Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension Jiahan Li, Tong Chen, Shitong Luo, Chaoran Cheng, Jiaqi Guan, Ruihan Guo, Sheng Wang, Ge Liu, Jian Peng, Jianzhu Ma

ICLR 2025 Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization Jiajun Fan, Shuaike Shen, Chaoran Cheng, Yuxin Chen, Chumeng Liang, Ge Liu

NeurIPS 2025 Riemannian Consistency Model Chaoran Cheng, Yusong Wang, Yuxin Chen, Xiangxin Zhou, Nanning Zheng, Ge Liu

ICLR 2025 Training Free Guided Flow-Matching with Optimal Control Luran Wang, Chaoran Cheng, Yizhen Liao, Yanru Qu, Ge Liu

NeurIPS 2024 Categorical Flow Matching on Statistical Manifolds Chaoran Cheng, Jiahan Li, Jian Peng, Ge Liu

ICML 2024 Full-Atom Peptide Design Based on Multi-Modal Flow Matching Jiahan Li, Chaoran Cheng, Zuofan Wu, Ruihan Guo, Shitong Luo, Zhizhou Ren, Jian Peng, Jianzhu Ma

NeurIPS 2024 Neural P$^3$M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs Yusong Wang, Chaoran Cheng, Shaoning Li, Yuxuan Ren, Bin Shao, Ge Liu, Pheng-Ann Heng, Nanning Zheng

NeurIPS 2023 Equivariant Neural Operator Learning with Graphon Convolution Chaoran Cheng, Jian Peng

AAAI 2022 DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation Yifan Wang, Yiping Song, Shuai Li, Chaoran Cheng, Wei Ju, Ming Zhang, Sheng Wang

CVPR 2022 Equivariant Point Cloud Analysis via Learning Orientations for Message Passing Shitong Luo, Jiahan Li, Jiaqi Guan, Yufeng Su, Chaoran Cheng, Jian Peng, Jianzhu Ma

AAAI 2020 DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature Chaoran Cheng, Fei Tan, Zhi Wei

IJCAI 2019 Success Prediction on Crowdfunding with Multimodal Deep Learning Chaoran Cheng, Fei Tan, Xiurui Hou, Zhi Wei