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2020 – today
- 2025
[c8]Yang Li, Jiale Ma, Wenzheng Pan, Runzhong Wang, Haoyu Geng, Nianzu Yang, Junchi Yan:
Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search. ICLR 2025- [i7]Zhihang Liu, Chen-Wei Xie, Bin Wen, Feiwu Yu, Jixuan Chen, Boqiang Zhang, Nianzu Yang, Pandeng Li, Yun Zheng, Hongtao Xie:
What Is a Good Caption? A Comprehensive Visual Caption Benchmark for Evaluating Both Correctness and Coverage of MLLMs. CoRR abs/2502.14914 (2025) - [i6]Nianzu Yang, Pandeng Li, Liming Zhao, Yang Li, Chen-Wei Xie, Yehui Tang, Xudong Lu, Zhihang Liu, Yun Zheng, Yu Liu, Junchi Yan:
Rethinking Video Tokenization: A Conditioned Diffusion-based Approach. CoRR abs/2503.03708 (2025) - 2024
- [j1]Chao Chen
, Haoyu Geng, Nianzu Yang, Xiaokang Yang, Junchi Yan:
EasyDGL: Encode, Train and Interpret for Continuous-Time Dynamic Graph Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 10845-10862 (2024) - [c7]Yehui Tang, Hao Xiong, Nianzu Yang, Tailong Xiao, Junchi Yan:
Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark. ICLR 2024 - [c6]Huaijin Wu, Wei Liu, Yatao Bian, Jiaxiang Wu, Nianzu Yang, Junchi Yan:
EBMDock: Neural Probabilistic Protein-Protein Docking via a Differentiable Energy Model. ICLR 2024 - [c5]Yehui Tang, Nianzu Yang, Mabiao Long, Junchi Yan:
SSL4Q: Semi-Supervised Learning of Quantum Data with Application to Quantum State Classification. ICML 2024 - [c4]Nianzu Yang, Kaipeng Zeng, Haotian Lu, Yexin Wu, Zexin Yuan, Danni Chen, Shengdian Jiang, Jiaxiang Wu, Yimin Wang, Junchi Yan:
MorphGrower: A Synchronized Layer-by-layer Growing Approach for Plausible Neuronal Morphology Generation. ICML 2024 - [i5]Nianzu Yang, Kaipeng Zeng, Haotian Lu, Yexin Wu, Zexin Yuan, Danni Chen, Shengdian Jiang, Jiaxiang Wu, Yimin Wang, Junchi Yan:
MorphGrower: A Synchronized Layer-by-layer Growing Approach for Plausible Neuronal Morphology Generation. CoRR abs/2401.09500 (2024) - [i4]Qiang Zhou, Shaofeng Zhang, Nianzu Yang, Ye Qian, Hao Li:
Motion Control for Enhanced Complex Action Video Generation. CoRR abs/2411.08328 (2024) - 2023
- [c3]Nianzu Yang, Kaipeng Zeng, Qitian Wu, Junchi Yan:
MoleRec: Combinatorial Drug Recommendation with Substructure-Aware Molecular Representation Learning. WWW 2023: 4075-4085 - [i3]Chao Chen, Haoyu Geng, Nianzu Yang, Xiaokang Yang, Junchi Yan:
EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning. CoRR abs/2303.12341 (2023) - 2022
- [c2]Nianzu Yang, Kaipeng Zeng, Qitian Wu, Xiaosong Jia, Junchi Yan:
Learning Substructure Invariance for Out-of-Distribution Molecular Representations. NeurIPS 2022 - [i2]Nianzu Yang, Huaijin Wu, Junchi Yan, Xiaoyong Pan, Ye Yuan, Le Song:
Molecule Generation for Drug Design: a Graph Learning Perspective. CoRR abs/2202.09212 (2022) - [i1]Chao Chen, Haoyu Geng, Nianzu Yang, Junchi Yan, Daiyue Xue, Jianping Yu, Xiaokang Yang:
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation. CoRR abs/2204.06517 (2022) - 2021
- [c1]Chao Chen, Haoyu Geng, Nianzu Yang, Junchi Yan, Daiyue Xue, Jianping Yu, Xiaokang Yang:
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation. ICML 2021: 1606-1616
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