A novel framework for image-based malware detection with a deep neural network. - Yifei Jian; Hongbo Kuang; Chenglong Ren; Zicheng Ma; Haizhou Wang 001 (Comput. Secur., 2021)

A Hybrid Feature Extraction Framework for Android Malware Detection. - Zicheng Ma; Kui Zhao; Jin Yang; Siyu Li; Chen Chen 006 (HPCC/DSS/SmartCity/DependSys, 2023)

Malicious Traffic Identification with Self-Supervised Contrastive Learning. - Jin Yang; Xinyun Jiang; Gang Liang; Siyu Li; Zicheng Ma (Sensors, 2023)

Anvil: Verifying Liveness of Cluster Management Controllers. - Xudong Sun 013; Wenjie Ma; Jiawei Tyler Gu; Zicheng Ma; Tej Chajed; Jon Howell; Andrea Lattuada 001; Oded Padon; Lalith Suresh 001; Adriana Szekeres; Tianyin Xu (OSDI, 2024)

AllHands: Ask Me Anything on Large-scale Verbatim Feedback via Large Language Models. - Chaoyun Zhang; Zicheng Ma; Yuhao Wu; Shilin He; Si Qin; Minghua Ma; Xiaoting Qin; Yu Kang 006; Yuyi Liang; Xiaoyu Gou; Yajie Xue; Qingwei Lin; et al. (CoRR, 2024)

MTSecurity: Privacy-Preserving Malicious Traffic Classification Using Graph Neural Network and Transformer. - Jin Yang; Xinyun Jiang; Yulin Lei; Weiheng Liang; Zicheng Ma; Siyu Li (IEEE Trans. Netw. Serv. Manag., 2024)

ProtTeX: Structure-In-Context Reasoning and Editing of Proteins with Large Language Models. - Zicheng Ma; Chuanliu Fan; Zhicong Wang; Zhenyu Chen; Xiaohan Lin; Yanheng Li; Shihao Feng; Ziqiang Cao; Jun Zhang 071; Yi Qin Gao (J. Chem. Inf. Model., 2025)

Prot2Chat: Protein LLM with Early Fusion of Sequence and Structure. - Zhicong Wang; Zicheng Ma; Ziqiang Cao; Changlong Zhou; Jun Zhang 069; Yiqin Gao (CoRR, 2025)

ChatMol: A Versatile Molecule Designer Based on the Numerically Enhanced Large Language Model. - Chuanliu Fan; Ziqiang Cao; Zicheng Ma; Nan Yu; Yimin Peng; Jun Zhang 069; Yiqin Gao; Guohong Fu (CoRR, 2025)

ProtTeX: Structure-In-Context Reasoning and Editing of Proteins with Large Language Models. - Zicheng Ma; Chuanliu Fan; Zhicong Wang; Zhenyu Chen; Xiaohan Lin; Yanheng Li; Shihao Feng; Jun Zhang 069; Ziqiang Cao; Yi Qin Gao (CoRR, 2025)

ElaLoRA: Elastic & Learnable Low-Rank Adaptation for Efficient Model Fine-Tuning. - Huandong Chang; Zicheng Ma; Mingyuan Ma; Zhenting Qi; Andrew Sabot; Hong Jiang; H. T. Kung 001 (CoRR, 2025)