Published in Neural Processing Letters, 2024
Federated learning, resource allocation.
Recommended citation: "A Dynamic Adaptive and Resource-Allocated Selection Method Based on TOPSIS and VIKOR in Federated Learning." Neural Processing Letters, 2024.
Published in Information Processing & Management, 2024
Multimodal recommendation, self-supervised learning.
Recommended citation: "FUMMER: A fine-grained self-supervised momentum distillation framework for multimodal recommendation." Information Processing & Management, 2024.
Published in LREC-COLING 2024, 2024
Address matching, semantic understanding, structure-aware information.
Recommended citation: Zhang, Zhaoqi; Balsebre, Pasquale; Luo, Siqiang; Hai, Zhen; Huang, Jiangping; and others. "StructAM: Enhancing Address Matching through Semantic Understanding of Structure-aware Information." Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, Torino, Italy, 2024-05.
Published in ASE 2025, 2025
Intelligent requirements engineering, knowledge-guided multi-agent collaboration.
Recommended citation: Jiangping Huang, Dongmin Jin, Weisong Sun, Yang Liu, and Zhi Jin. "Envisioning Intelligent Requirements Engineering via Knowledge-Guided Multi-Agent Collaboration." ASE 2025.
Published in Neurocomputing, 2026
LLM-based code generation, UML activity diagrams, structure-guided generation.
Recommended citation: "Structure-guided function-level code generation with LLMs via UML activity diagrams." Neurocomputing, 2026.
Published in ICSE 2026, 2026
LLM-generated code debugging, trace-driven multi-agent repair.
Recommended citation: Jiangping Huang, Wenguang Ye, Weisong Sun, Jian Zhang, Mingyue Zhang, and Yang Liu. "TraceCoder: A Trace-Driven Multi-Agent Framework for Automated Debugging of LLM-Generated Code." ICSE 2026.