Nan Yu (余南)

Research Interest

• Language Processing: Syntax Parsing, Discourse Parsing
• Deep Learning

Education

• Soochow University, Computer Science and Technology, Ph.D., Supervisor: Guohong Fu
• Heilongjiang University, Computer Science and Technology, M.S., Supervisor: Guohong Fu
• Heilongjiang University, Software Engineering, B.S.

Publications

2026

• Chen Gong, Nan Yu, Guohong Fu. Bridging modalities: a unified framework for textual and multimodal dialogue discourse parsing. In Frontiers of Computer Science 2026.
• Chuanliu Fan, Zicheng Ma, Wenjie Du, Nan Yu, Jun Zhang, Yi Qin Gao, Ziqiang Cao, Guohong Fu. Bidirectional GPT. In Information Processing & Management 2026, 63(2): 104451.

2025

• Junjie Wu, Yumeng Fu, Nan Yu, Chen Gong, 2S-DGM: A Two-Stage Framework for Detecting and Grounding Multi-Modal Media Manipulation. In ICME 2025.
• Suxian Zhao, Nan Yu, Chen Gong, Guohong Fu. Speaker Intention Enhanced Dialogue Discourse Parsing. In IJCNN 2025.
• Chuanliu Fan, Zicheng Ma, Wenjie Du, Nan Yu, Jun Zhang, Ziqiang Cao, Yi Qin Gao, Guohong Fu. LlaMol: A Unified Molecule Designer via Preference Ranking and Numerical Enhancement. In BIBM 2025.

2024

• Junjie Wu, Mingjie Sun, Chen Gong, Nan Yu, Guohong Fu. PromptCD: Coupled and Decoupled Prompt Learning for Vision-Language Models. In ECAI 2024.

2023

• Yun Yuan, Chen Gong, Dexin Kong, Nan Yu, Guohong Fu. Multi-grained Aspect Fusion for Review Response Generation. In ICANN 2023.
• Dexin Kong, Nan Yu, Yun Yuan, Xin Shi, Chen Gong, Guohong Fu. Discourse-Aware Causal Emotion Entailment. In ICONIP 2023.

2022

• Nan Yu, Meishan Zhang, Guohong Fu, Min Zhang. RST Discourse Parsing with Second-Stage EDU-Level Pre-training. In ACL 2022. [CODE]
• Nan Yu, Guohong Fu, Min Zhang. Speaker-Aware Discourse Parsing on Multi-Party Dialogues. In COLING 2022.

2019

• Nan Yu, Zonglin Liu, Ranran Zhen, Tao Liu, Meishan Zhang, Guohong Fu. Domain Information Enhanced Dependency Parser. In NLPCC 2019. [CODE]

2021

• Yang Sun, Nan Yu, Guohong Fu. A Discourse-Aware Graph Neural Network for Emotion Recognition in Multi-Party Conversation. In EMNLP (Findings) 2021.
• Yang Sun, Nan Yu, Guohong Fu. Integrating Rich Utterance Features for Emotion Recognition in Multi-party Conversations. In ICONIP 2021.

2018

• Nan Yu, Meishan Zhang, Guohong Fu. Transition-based Neural RST Parsing with Implicit Syntax Features. In COLING 2018. [CODE]
• Meishan Zhang, Nan Yu, Guohong Fu. A Simple and Effective Neural Model for Joint Word Segmentation and POS Tagging. IEEE/ACM TASLP 2018.
• Liner Yang, Meishan Zhang, Yang Liu, Nan Yu, Maosong Sun, Guohong Fu. Joint POS Tagging and Dependency Parsing with Transition-based Neural Networks. IEEE/ACM TASLP 2018.

2017

• Meishan Zhang, Guohong Fu, Nan Yu. Segmenting Chinese Microtext: Joint Informal-Word Detection and Segmentation with Neural Networks. In IJCAI 2017.

2016

• Meishan Zhang, Nan Yu, Guohong Fu. Discrete and Neural Models for Chinese POS Tagging: Comparison and Combination. In NLPCC/ICCPOL 2016.

Codes

• EGN3LDG: A lightweight NN library for NLP (CPU only).