Nianzu Yang

17 papers A* 9Journal 8
YearRankTypeTitle / Venue / Authors
2025 A* conf
DSBRouter: End-to-end Global Routing via Diffusion Schr\"{o}dinger Bridge.
ICML
Liangliang Shi, Shenhui Zhang, Xingbo Du, Nianzu Yang, Junchi Yan
2025 J jnl
Rethinking Video Tokenization: A Conditioned Diffusion-based Approach.
CoRR
Nianzu Yang, Pandeng Li, Liming Zhao, Yang Li, Chen-Wei Xie, Yehui Tang, Xudong Lu, Zhihang Liu, Yun Zheng, Yu Liu, Junchi Yan
2025 A* conf
Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search.
ICLR
Yang Li, Jiale Ma, Wenzheng Pan, Runzhong Wang, Haoyu Geng, Nianzu Yang, Junchi Yan
2025 J jnl
What Is a Good Caption? A Comprehensive Visual Caption Benchmark for Evaluating Both Correctness and Coverage of MLLMs.
CoRR
Zhihang Liu, Chen-Wei Xie, Bin Wen, Feiwu Yu, Jixuan Chen, Boqiang Zhang, Nianzu Yang, Pandeng Li, Yun Zheng, Hongtao Xie
2024 A* conf
EBMDock: Neural Probabilistic Protein-Protein Docking via a Differentiable Energy Model.
ICLR
Huaijin Wu, Wei Liu, Yatao Bian, Jiaxiang Wu, Nianzu Yang, Junchi Yan
2024 J jnl
EasyDGL: Encode, Train and Interpret for Continuous-Time Dynamic Graph Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Chao Chen, Haoyu Geng, Nianzu Yang, Xiaokang Yang, Junchi Yan
2024 A* conf
MorphGrower: A Synchronized Layer-by-layer Growing Approach for Plausible Neuronal Morphology Generation.
ICML
Nianzu Yang, Kaipeng Zeng, Haotian Lu, Yexin Wu, Zexin Yuan, Danni Chen, Shengdian Jiang, Jiaxiang Wu, Yimin Wang, Junchi Yan
2024 J jnl
MorphGrower: A Synchronized Layer-by-layer Growing Approach for Plausible Neuronal Morphology Generation.
CoRR
Nianzu Yang, Kaipeng Zeng, Haotian Lu, Yexin Wu, Zexin Yuan, Danni Chen, Shengdian Jiang, Jiaxiang Wu, Yimin Wang, Junchi Yan
2024 J jnl
Motion Control for Enhanced Complex Action Video Generation.
CoRR
Qiang Zhou, Shaofeng Zhang, Nianzu Yang, Ye Qian, Hao Li
2024 A* conf
SSL4Q: Semi-Supervised Learning of Quantum Data with Application to Quantum State Classification.
ICML
Yehui Tang, Nianzu Yang, Mabiao Long, Junchi Yan
2024 A* conf
Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark.
ICLR
Yehui Tang, Hao Xiong, Nianzu Yang, Tailong Xiao, Junchi Yan
2023 J jnl
EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning.
CoRR
Chao Chen, Haoyu Geng, Nianzu Yang, Xiaokang Yang, Junchi Yan
2023 A* conf
MoleRec: Combinatorial Drug Recommendation with Substructure-Aware Molecular Representation Learning.
WWW
Nianzu Yang, Kaipeng Zeng, Qitian Wu, Junchi Yan
2022 J jnl
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation.
CoRR
Chao Chen, Haoyu Geng, Nianzu Yang, Junchi Yan, Daiyue Xue, Jianping Yu, Xiaokang Yang
2022 A* conf
Learning Substructure Invariance for Out-of-Distribution Molecular Representations.
NeurIPS
Nianzu Yang, Kaipeng Zeng, Qitian Wu, Xiaosong Jia, Junchi Yan
2022 J jnl
Molecule Generation for Drug Design: a Graph Learning Perspective.
CoRR
Nianzu Yang, Huaijin Wu, Junchi Yan, Xiaoyong Pan, Ye Yuan, Le Song
2021 A* conf
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation.
ICML
Chao Chen, Haoyu Geng, Nianzu Yang, Junchi Yan, Daiyue Xue, Jianping Yu, Xiaokang Yang