Jiyan He

Most-cited papers

1. Predicting equilibrium distributions for molecular systems with deep learning

   Shuxin Zheng, Jiyan He, Chang Liu, Yu Shi +14 more

   2024Nature Machine Intelligence178 citations Open access

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2. AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA

   Weitao Feng, Wenbo Zhou, Jiyan He, Jie Zhang +5 more

   2024International Conference on Machine Learning95 citations

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3. Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets

   Yu Shi, Shuxin Zheng, Guolin Ke, Yifei Shen +6 more

   2022arXiv.org94 citations Open access

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4. Exploring the Limits of Differentially Private Deep Learning with Group-wise Clipping

   Jiyan He, Xuechen Li, Da Yu, Hui-Shuai Zhang +5 more

   2022International Conference on Learning Representations75 citations Open access

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5. Towards Predicting Equilibrium Distributions for Molecular Systems with Deep Learning

   Shuxin Zheng, Jiyan He, Chang Liu, Yu Shi +14 more

   2023arXiv.org46 citations Open access

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6. Controlling Risks of AI in Chemical Science with Agents

   Jiyan He, Hao-Xiang Guan, Weitao Feng, Yaosen Min +10 more

   2023AI for Science25 citations Open access

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7. Modeling Earth-Scale Human-Like Societies with One Billion Agents

   Hao-Xiang Guan, Jiyan He, Li-Yang Fan, Zhenzhen Ren +9 more

   2025arXiv.org15 citations

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8. GTM: Simulating the World of Tools for AI Agents

   Zhenzhen Ren, Xin-Peng Zhang, Zhen-Xing Qian, Yan Gao +3 more

   2025arXiv.org13 citations

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9. Catch You Everything Everywhere: Guarding Textual Inversion via Concept Watermarking

   Weitao Feng, Jiyan He, Jie Zhang, Tian-Wei Zhang +3 more

   2023arXiv.org13 citations Open access

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10. Masked Molecule Modeling: A New Paradigm of Molecular Representation Learning for Chemistry Understanding

    Jiyan He, Yaosen Min, Yu Shi, Hai-Guang Liu +8 more

    7 citations

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11. GUIGuard-Bench: Toward a General Evaluation for Privacy-Preserving GUI Agents

    Yan-Xi Wang, Zhi-Ling Zhang, Wenbo Zhou, Wei-Ming Zhang +5 more

    20264 citations

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12. Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning

    Yuxuan Ren, Di-Han Zheng, Chang Liu, Pei-Ran Jin +6 more

    2024Neural Information Processing Systems3 citations

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13. Towards Generalist Prompting for Large Language Models by Mental Models

    Hao-Xiang Guan, Jiyan He, Shu-Xin Zheng, En-Hong Chen +2 more

    2024arXiv.org1 citations

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14. Learning behavior accounts for background-related advantage in AI-assisted education

    Jing-Wei Yi, Yueqi Xie, Jiyan He, Rui Ye +6 more

    2026arXiv.org0 citations

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15. OrchBench: Evaluating Multi-Agent Orchestration Plans in Isolation via Deterministic Simulation

    Zhenzhen Ren, Jiyan He, Xin-Peng Zhang, Zhen-Xing Qian +4 more

    2026arXiv.org0 citations

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16. Author Correction: Predicting equilibrium distributions for molecular systems with deep learning

    Shuxin Zheng, Jiyan He, Chang Liu, Yu Shi +14 more

    2024Nature Machine Intelligence0 citations Open access

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