Attention-Based Multimodal Bilinear Feature Fusion for Lung Cancer Survival Analysis. - Hongbin Na; Lilin Wang; Xinyao Zhuang; Jianfei He; Zhenyu Liu; Zimu Wang; Hong-Seng Gan (BIBE, 2023)

CBT-LLM: A Chinese Large Language Model for Cognitive Behavioral Therapy-based Mental Health Question Answering. - Hongbin Na (LREC/COLING, 2024)

Rethinking Human-like Translation Strategy: Integrating Drift-Diffusion Model with Large Language Models for Machine Translation. - Hongbin Na; Zimu Wang; Mieradilijiang Maimaiti; Tong Chen 005; Wei Wang 042; Tao Shen; Ling Chen 006 (CoRR, 2024)

Applying and Evaluating Large Language Models in Mental Health Care: A Scoping Review of Human-Assessed Generative Tasks. - Yining Hua; Hongbin Na; Zehan Li; Fenglin Liu; Xiao Fang; David A. Clifton; John B. Torous (CoRR, 2024)

Multi-Session Client-Centered Treatment Outcome Evaluation in Psychotherapy. - Hongbin Na; Tao Shen; Shumao Yu; Ling Chen 006 (CoRR, 2024)

Guardians of Discourse: Evaluating LLMs on Multilingual Offensive Language Detection. - Jianfei He; Lilin Wang; Jiaying Wang; Zhenyu Liu; Hongbin Na; Zimu Wang; Wei Wang 042; Qi Chen 026 (CoRR, 2024)

MineAgent: Towards Remote-Sensing Mineral Exploration with Multimodal Large Language Models. - Beibei Yu; Tao Shen; Hongbin Na; Ling Chen 006; Denqi Li (CoRR, 2024)

A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions. - Hongbin Na; Yining Hua; Zimu Wang; Tao Shen; Beibei Yu; Lilin Wang; Wei Wang 042; John B. Torous; Ling Chen 006 (ACL (Findings), 2025)

Detecting Conversational Mental Manipulation with Intent-Aware Prompting. - Jiayuan Ma; Hongbin Na; Zimu Wang; Yining Hua; Yue Liu; Wei Wang 042; Ling Chen 006 (COLING, 2025)

Hazards in Daily Life? Enabling Robots to Proactively Detect and Resolve Anomalies. - Zirui Song; Guangxian Ouyang; Meng Fang; Hongbin Na; Zijing Shi; Zhenhao Chen; Yujie Fu; Zeyu Zhang 006; Shiyu Jiang; Miao Fang 001; Ling Chen 006; Xiuying Chen (NAACL (Long Papers), 2025)

A scoping review of large language models for generative tasks in mental health care. - Yining Hua; Hongbin Na; Zehan Li; Fenglin Liu; Xiao Fang; David A. Clifton; John B. Torous (npj Digit. Medicine, 2025)

Lost in Pronunciation: Detecting Chinese Offensive Language Disguised by Phonetic Cloaking Replacement. - Haotan Guo; Jianfei He; Jiayuan Ma; Hongbin Na; Zimu Wang; Haiyang Zhang; Qi Chen; Wei Wang; Zijing Shi; Tao Shen; Ling Chen (CoRR, 2025)