2025
RedChronos: A Large Language Model-Based Log Analysis System for Insider Threat Detection in Enterprises.
CoRR, March, 2025

2024
Author Correction: Predicting equilibrium distributions for molecular systems with deep learning.
Nat. Mac. Intell., 2024

Predicting equilibrium distributions for molecular systems with deep learning.
Nat. Mac. Intell., 2024

Towards Generalist Prompting for Large Language Models by Mental Models.
CoRR, 2024

Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Control Risk for Potential Misuse of Artificial Intelligence in Science.
CoRR, 2023

Catch You Everything Everywhere: Guarding Textual Inversion via Concept Watermarking.
CoRR, 2023

Towards Predicting Equilibrium Distributions for Molecular Systems with Deep Learning.
CoRR, 2023

Exploring the Limits of Differentially Private Deep Learning with Group-wise Clipping.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets.
CoRR, 2022

2019
Research on Computer Network Information Security and Protection Countermeasure in Big Data Era.
Proceedings of the Data Processing Techniques and Applications for Cyber-Physical Systems, 2019