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Profile & research

About & Research

I am a third-year Ph.D. student at the School of Cyber Science and Engineering, Wuhan University, advised by Prof. Donghong Ji and Prof. Fei Li. My research lies at the intersection of natural language processing, multimodal intelligence, and social computing. I focus on understanding human opinions, emotions, and reasoning through stance detection, argument mining, sentiment analysis, multimodal social understanding, and LLM interpretability. Looking forward, I am particularly interested in self-evolving agents, social agents and simulation, and socially embodied intelligence—with the goal of building agents that can continuously learn, reason, adapt, and collaborate in open and dynamic environments.

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Latest updates

News

One paper accepted by NeurIPS 2026.

One paper accepted by IEEE Transactions on Affective Computing.

One paper accepted by Information Processing & Management.

Two papers accepted by ACL 2026.

One paper accepted by CVPR 2026.

One paper accepted by IEEE Transactions on Affective Computing.

One paper accepted by AAAI 2026.

Two papers accepted by ACL 2025.

One paper accepted by ICASSP 2025.

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Selected work

Publications

MMDS-Bench paper preview
EMNLP 2026 OralFirst author

MMDS-Bench: Benchmarking Multimodal Large Language Models on Dynamic Stance in Social Media Interactions

Yuzhe Ding, Kang He, Li Zheng, Shengwu Zheng, Teng Shi, Fei Li, Chong Teng, Donghong Ji

ConStance paper preview
IPM 2026First author

Towards Continual Stance Detection via Dual Prototype Aware Mixture of Experts Network

Yuzhe Ding, Yuxiang Peng, Kang He, Li Zheng, Bobo Li, Chong Teng, Fei Li, Donghong Ji

Zero-Shot Conversational Stance Detection paper preview
ACL 2025 FindingsFirst author

Zero-Shot Conversational Stance Detection: Dataset and Approaches

Yuzhe Ding, Kang He, Bobo Li, Li Zheng, Haijun He, Fei Li, Chong Teng, Donghong Ji

ReCite paper preview
EMNLP 2026 FindingsCollaboration

ReCite: Agentic Reasoning for Faithful Citation

Yuyang Huang, Bobo Li, Jiajia Song, Yuzhe Ding, Chong Teng, Fei Li, Donghong Ji

Paper forthcomingCode ↗
Dynamic Emotion and Personality Profiling paper preview
ACL 2026 OralCollaboration

Dynamic Emotion and Personality Profiling for Multimodal Deception Detection

Li Zheng, Yanyi Luo, Hao Fei, Yuzhe Ding, Yujie Huang, Fei Li, Chong Teng, Donghong Ji

Uncertainty-Calibrated Elastic Alignment paper preview
ACL 2026 FindingsCollaboration

Uncertainty-Calibrated Elastic Alignment for Multimodal Sentiment Analysis with Missing Modalities

Kang He, Yuzhe Ding, Rao Fu, Yukang Feng, Kaipeng Zhang, Yiming Liu, Fei Li, Chong Teng, Donghong Ji

Enhance-then-Balance paper preview
CVPR 2026Collaboration

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis

Kang He, Yuzhe Ding, Xinrong Wang, Fei Li, Chong Teng, Donghong Ji

Event extraction survey preview
arXiv 2025Survey

Event Extraction in Large Language Model: A Holistic Survey of Method, Modality, and Future

Bobo Li, Xudong Han, Jiang Liu, Yuzhe Ding, Liqiang Jing, Zhaoqi Zhang, Jinheng Li, Xinya Du, Fei Li, Meishan Zhang, Min Zhang, Aixin Sun, Philip S. Yu, Hao Fei

Progressive Interaction paper preview
TAFFC 2025Collaboration

Improving Emotion and Intent Understanding in Multimodal Conversations with Progressive Interaction

Li Zheng, Tengyue Song, Yuzhe Ding, Xiaorui Wu, Fei Li, Dongdong Xie, Jinbo Li, Chong Teng, Donghong Ji

PaSE paper preview
AAAI 2026Collaboration

PaSE: Prototype-aligned Calibration and Shapley-based Equilibrium for Multimodal Sentiment Analysis

Kang He, Boyu Chen, Yuzhe Ding, Fei Li, Chong Teng, Donghong Ji

DALR paper preview
ACL 2025 FindingsCollaboration

DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning

Kang He, Yuzhe Ding, Haining Wang, Fei Li, Chong Teng, Donghong Ji

Sentence embedding enhancement paper preview
ICASSP 2025Collaboration

Harnessing Dimensional Contrast and Information Compensation for Sentence Embedding Enhancement

Kang He, Yuzhe Ding, Bobo Li, Haining Wang, Fei Li, Chong Teng, Donghong Ji

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Academic journey

Education

Ph.D. in Cyber Science and Engineering

Wuhan University · Wuhan, China

M.E. in Cyber Science and Engineering

Wuhan University · Wuhan, China

B.E. in Cyber Science and Engineering

Wuhan University · Wuhan, China

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Academic community

Academic Service

Conference reviewer / PC

  • ACL2026
  • EMNLP2026
  • AAAI2026, 2027
  • ACM MM2025, 2026
  • COLING2025
  • CIKM2026
  • NLPCC2026

Journal reviewer

  • Information Processing & Management
  • Knowledge-Based Systems
  • Neurocomputing