Novel Domain-Knowledge Based Feature Selection Framework for Price Prediction: Comprehensive Modelling in Sailboat Market. - Mengze Hong; Kun Zhang (ICCDA, 2023)

A Comparative Study of LSTM, LightGBM, and Autoregressive Model in Narrow-Based ETF Market Prediction with Multi-Ticker Models. - Mengze Hong; Zhiyuan Chen 007; Waleed Mahmoud Soliman; Kun Zhang (MLMI, 2023)

InfantCryNet: A Data-driven Framework for Intelligent Analysis of Infant Cries. - Mengze Hong; Chen Jason Zhang; Lingxiao Yang; Yuanfeng Song; Di Jiang 004 (ACML, 2024)

Pairwise Judgment Formulation for Semantic Embedding Model in Web Search. - Mengze Hong; Chen Jason Zhang (CoRR, 2024)

Auto-Demo Prompting: Leveraging Generated Outputs as Demonstrations for Enhanced Batch Prompting. - Longyu Feng; Mengze Hong; Chen Jason Zhang (CoRR, 2024)

Neural-Bayesian Program Learning for Few-shot Dialogue Intent Parsing. - Mengze Hong; Di Jiang 004; Yuanfeng Song; Chen Jason Zhang (CoRR, 2024)

Expanding Chatbot Knowledge in Customer Service: Context-Aware Similar Question Generation Using Large Language Models. - Mengze Hong; Yuanfeng Song; Di Jiang 004; Lu Wang; Zichang Guo; Chen Jason Zhang (CoRR, 2024)

Deconfounding Time Series Forecasting. - Wentao Gao; Feiyu Yang; Mengze Hong; Xiaojing Du; Zechen Hu; Xiongren Chen; Ziqi Xu 001 (CoRR, 2024)

Dial-In LLM: Human-Aligned Dialogue Intent Clustering with LLM-in-the-loop. - Mengze Hong; Yuanfeng Song; Di Jiang 004; Wailing Ng; Yanjie Sun; Chen Jason Zhang (CoRR, 2024)

Learning by Teaching: Enhancing Music Learning Through LLM-Based Teachable Agents. - Lingxi Jin; Baicheng Lin; Mengze Hong; Hyo-Jeong So; Kun Zhang (AIED (5), 2025)

Dialogue Language Model with Large-Scale Persona Data Engineering. - Mengze Hong; Chen Jason Zhang; Chaotao Chen; Rongzhong Lian; Di Jiang 004 (NAACL (Industry Track), 2025)

Exploring the Impact of an LLM-Powered Teachable Agent on Learning Gains and Cognitive Load in Music Education. - Lingxi Jin; Baicheng Lin; Mengze Hong; Kun Zhang; Hyo-Jeong So (CoRR, 2025)

QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation. - Mengze Hong; Wailing Ng; Di Jiang 004; Chen Jason Zhang (CoRR, 2025)

Technical Report: A Practical Guide to Kaldi ASR Optimization. - Mengze Hong; Di Jiang (CoRR, 2025)

Semantic-Augmented Latent Topic Modeling with LLM-in-the-Loop. - Mengze Hong; Chen Jason Zhang; Di Jiang 004 (CoRR, 2025)

Contextualized Token Discrimination for Speech Search Query Correction. - Junyu Lu; Di Jiang 004; Mengze Hong; Victor Junqiu Wei; Qintian Guo; Zhiyang Su (CoRR, 2025)