Research on Computer Network Information Security and Protection Countermeasure in Big Data Era. - Jiyan He; Yanbin He (DPTA, 2019)

Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets. - Yu Shi; Shuxin Zheng; Guolin Ke; Yifei Shen; Jiacheng You; Jiyan He; Shengjie Luo; Chang Liu 030; Di He 001; Tie-Yan Liu (CoRR, 2022)

Exploring the Limits of Differentially Private Deep Learning with Group-wise Clipping. - Jiyan He; Xuechen Li; Da Yu; Huishuai Zhang; Janardhan Kulkarni; Yin Tat Lee; Arturs Backurs; Nenghai Yu; Jiang Bian 002 (ICLR, 2023)

Towards Predicting Equilibrium Distributions for Molecular Systems with Deep Learning. - Shuxin Zheng; Jiyan He; Chang Liu 030; Yu Shi; Ziheng Lu; Weitao Feng 001; Fusong Ju; Jiaxi Wang; Jianwei Zhu; Yaosen Min; He Zhang; Shidi Tang; et al. (CoRR, 2023)

Catch You Everything Everywhere: Guarding Textual Inversion via Concept Watermarking. - Weitao Feng 001; Jiyan He; Jie Zhang 073; Tianwei Zhang 004; Wenbo Zhou; Weiming Zhang 001; Nenghai Yu (CoRR, 2023)

Control Risk for Potential Misuse of Artificial Intelligence in Science. - Jiyan He; Weitao Feng 001; Yaosen Min; Jingwei Yi; Kunsheng Tang; Shuai Li; Jie Zhang 073; Kejiang Chen; Wenbo Zhou; Xing Xie 001; Weiming Zhang 001; Nenghai Yu; et al. (CoRR, 2023)

AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA. - Weitao Feng 001; Wenbo Zhou; Jiyan He; Jie Zhang 073; Tianyi Wei; Guanlin Li; Tianwei Zhang 004; Weiming Zhang 001; Nenghai Yu (ICML, 2024)

Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning. - Yuxuan Ren; Dihan Zheng; Chang Liu 030; Peiran Jin; Yu Shi; Lin Huang; Jiyan He; Shengjie Luo; Tao Qin 001; Tie-Yan Liu (NeurIPS, 2024)

Towards Generalist Prompting for Large Language Models by Mental Models. - Haoxiang Guan; Jiyan He; Shuxin Zheng; En-Hong Chen; Weiming Zhang 001; Nenghai Yu (CoRR, 2024)

Predicting equilibrium distributions for molecular systems with deep learning. - Shuxin Zheng; Jiyan He; Chang Liu 030; Yu Shi; Ziheng Lu; Weitao Feng 001; Fusong Ju; Jiaxi Wang; Jianwei Zhu; Yaosen Min; He Zhang; Shidi Tang; et al. (Nat. Mac. Intell., 2024)

Author Correction: Predicting equilibrium distributions for molecular systems with deep learning. - Shuxin Zheng; Jiyan He; Chang Liu 030; Yu Shi; Ziheng Lu; Weitao Feng 001; Fusong Ju; Jiaxi Wang; Jianwei Zhu; Yaosen Min; He Zhang; Shidi Tang; et al. (Nat. Mac. Intell., 2024)

RedChronos: A Large Language Model-Based Log Analysis System for Insider Threat Detection in Enterprises. - Chenyu Li; Zhengjia Zhu; Jiyan He; Xiu Zhang (CoRR, 2025)

Modeling Earth-Scale Human-Like Societies with One Billion Agents. - Haoxiang Guan; Jiyan He; Liyang Fan; Zhenzhen Ren 001; Shaobin He; Xin Yu; Yuan Chen; Shuxin Zheng; Tie-Yan Liu; Zhen Liu (CoRR, 2025)

No Free Lunch: Rethinking Internal Feedback for LLM Reasoning. - Yanzhi Zhang; Zhaoxi Zhang; Haoxiang Guan; Yilin Cheng; Yitong Duan; Chen Wang; Yue Wang; Shuxin Zheng; Jiyan He (CoRR, 2025)