Yang, Nianzu

11 publications

NeurIPS 2025 CAPability: A Comprehensive Visual Caption Benchmark for Evaluating Both Correctness and Thoroughness Zhihang Liu, Chen-Wei Xie, Bin Wen, Feiwu Yu, JixuanChen, Pandeng Li, Boqiang Zhang, Nianzu Yang, YingluLi, Zuan Gao, Yun Zheng, Hongtao Xie

ICML 2025 DSBRouter: End-to-End Global Routing via Diffusion Schrödinger Bridge Liangliang Shi, Shenhui Zhang, Xingbo Du, Nianzu Yang, Junchi Yan

NeurIPS 2025 Repurposing AlphaFold3-like Protein Folding Models for Antibody Sequence and Structure Co-Design Nianzu Yang, Songlin Jiang, Jian Ma, Huaijin Wu, Shuangjia Zheng, Wengong Jin, Junchi Yan

ICLRW 2025 Repurposing AlphaFold3-like Protein Folding Models for Antibody Sequence and Structure Co-Design Nianzu Yang, Jian Ma, Songlin Jiang, Huaijin Wu, Shuangjia Zheng, Wengong Jin, Junchi Yan

ICLR 2025 Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search Yang Li, Jiale Ma, Wenzheng Pan, Runzhong Wang, Haoyu Geng, Nianzu Yang, Junchi Yan

ICLR 2024 EBMDock: Neural Probabilistic Protein-Protein Docking via a Differentiable Energy Model Huaijin Wu, Wei Liu, Yatao Bian, Jiaxiang Wu, Nianzu Yang, Junchi Yan

ICML 2024 MorphGrower: A Synchronized Layer-by-Layer Growing Approach for Plausible Neuronal Morphology Generation Nianzu Yang, Kaipeng Zeng, Haotian Lu, Yexin Wu, Zexin Yuan, Danni Chen, Shengdian Jiang, Jiaxiang Wu, Yimin Wang, Junchi Yan

ICML 2024 SSL4Q: Semi-Supervised Learning of Quantum Data with Application to Quantum State Classification Yehui Tang, Nianzu Yang, Mabiao Long, Junchi Yan

ICLR 2024 Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and a Benchmark Yehui Tang, Hao Xiong, Nianzu Yang, Tailong Xiao, Junchi Yan

NeurIPS 2022 Learning Substructure Invariance for Out-of-Distribution Molecular Representations Nianzu Yang, Kaipeng Zeng, Qitian Wu, Xiaosong Jia, Junchi Yan

ICML 2021 Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation Chao Chen, Haoyu Geng, Nianzu Yang, Junchi Yan, Daiyue Xue, Jianping Yu, Xiaokang Yang