Zicheng Ma

According to our database, Zicheng Ma authored at least 16 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Interleaved Tool-Call Reasoning for Protein Function Understanding.

Chuanliu Fan, Zicheng Ma, Huanran Meng, Aijia Zhang, Wenjie Du, Jun Zhang, Yi Qin Gao, Ziqiang Cao, Guohong Fu

CoRR, January, 2026

Bidirectional GPT.

Chuanliu Fan, Zicheng Ma, Wenjie Du, Nan Yu, Jun Zhang, Yi Qin Gao, Ziqiang Cao, Guohong Fu

Inf. Process. Manag., 2026

2025

ProtTeX-CC: Activating In-Context Learning in Protein LLM via Two-Stage Instruction Compression.

Chuanliu Fan, Zicheng Ma, Jun Gao, Nan Yu, Jun Zhang, Ziqiang Cao, Yi Qin Gao, Guohong Fu

CoRR, August, 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

CoRR, April, 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, Ziqiang Cao, Yi Qin Gao

CoRR, March, 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, Yiqin Gao, Guohong Fu

CoRR, February, 2025

Prot2Chat: Protein LLM with Early Fusion of Sequence and Structure.

Zhicong Wang, Zicheng Ma, Ziqiang Cao, Changlong Zhou, Jun Zhang, Yiqin Gao

CoRR, February, 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, Ziqiang Cao, Jun Zhang, Yi Qin Gao

J. Chem. Inf. Model., 2025

Prot2Chat: protein large language model with early fusion of text, sequence, and structure.

Zhicong Wang, Zicheng Ma, Ziqiang Cao, Changlong Zhou, Jun Zhang, Yi Qin Gao

Bioinform., 2025

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, Yuyi Liang, Xiaoyu Gou, Yajie Xue, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

LlaMol: A Unified Molecule Designer via Preference Ranking and Numerical Enhancement.

Chuanliu Fan, Zicheng Ma, Wenjie Du, Nan Yu, Jun Zhang, Ziqiang Cao, Yi Qin Gao, Guohong Fu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

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., June, 2024

Anvil: Verifying Liveness of Cluster Management Controllers.

Xudong Sun, Wenjie Ma, Jiawei Tyler Gu, Zicheng Ma, Tej Chajed, Jon Howell, Andrea Lattuada, Oded Padon, Lalith Suresh, Adriana Szekeres, Tianyin Xu

Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024

2023

Malicious Traffic Identification with Self-Supervised Contrastive Learning.

Jin Yang, Xinyun Jiang, Gang Liang, Siyu Li, Zicheng Ma

Sensors, August, 2023

A Hybrid Feature Extraction Framework for Android Malware Detection.

Zicheng Ma, Kui Zhao, Jin Yang, Siyu Li, Chen Chen

Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023

2021

A novel framework for image-based malware detection with a deep neural network.

Yifei Jian, Hongbo Kuang, Chenglong Ren, Zicheng Ma, Haizhou Wang

Comput. Secur., 2021