I am Yongheng Zhang, a first-year master’s student at the School of Computer Science and Engineering, Central South University (CSU). I am supervised by Prof. Libo Qin.

Currently, under the guidance of Prof. Libo Qin and Qiguang Chen, my research focuses on Large Language Models, Reasoning, and Chain-of-Thought. Additionally, I am interested in video understanding and generation using Multi-modal Large Language Models.

I serve as the secretary of the MLNLP community. The vision of the community is to promote communication and collaboration between the academic and industrial sectors of NLP and ML. If you are interested in my research, feel free to contact me at Email.

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🔥 News

• 2025.03:  🎉🎉 Our MDCoT is accepted by ICME 2025.
• 2024.10:  🎉🎉 Our WoT is accepted by EMNLP 2024 (Findings).
• 2024.08:  🎉🎉 Our S3Agent is accepted by ToMM.
• 2024.05:  🎉🎉 Our Auto-CAP is accepted by ACL 2024 (Findings).
• 2023.12:  🎉🎉 Our LabCLIP is accepted by ICASSP 2024.

📝 Publications

• ICME 2025 MDCoT: Medical Diagnosis Chain-of-Thought with Self-Diagnostic Refinement for Alzheimer’s Disease, Chunlin Lu*, Yongheng Zhang*, Peng Wang*, Wenpeng Lu, Libo Qin.

• EMNLP 2024 Findings Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information, Yongheng Zhang, Qiguang Chen, Jingxuan Zhou, Peng Wang, Jiasheng Si, Jin Wang, Wenpeng Lu, Libo Qin.

• ACL 2024 Findings AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought, Yongheng Zhang*, Qiguang Chen*, Min Li, Wanxiang Che, Libo Qin.

• Arxiv 2024 Large Language Models Meet NLP: A Survey, Libo Qin, Qiguang Chen, Xiachong Feng, Yang Wu, Yongheng Zhang, Yinghui Li, Min Li, Wanxiang Che, Philip S Yu.

• ToMM 2024 S3 Agent: Unlocking the Power of VLLM for Zero-Shot Multi-modal Sarcasm Detection, Peng Wang, Yongheng Zhang, Hao Fei, Qiguang Chen, Yukai Wang, Jiasheng Si, Wenpeng Lu, Min Li, Libo Qin.

• ICASSP 2024 LabCLIP: Label-Enhanced Clip for Improving Zero-Shot Text Classification, Yongheng Zhang, Peng Wang, Qiguang Chen, Jingxuan Zhou, Yongmei Wang, Min Li.

🎖 Honors and Awards

• 2024 NLPCC 2024, Coreference Resolution and Relation Extraction Task, Second Runner-Up.

• 2023 China National University Student Innovation & Entrepreneurship Development Program.

• 2022 Chinese Collegiate Computing Competition, National First Prize.

🚀 Open Source Projects

• MLNLP Github LLMs-from-scratch-CN, .

🌍 Community Service

• Reviewer: ACL 2025 ARR, ICASSP 2025, ICME 2025, IJCNN 2025, NLPCC 2024.

• MLNLP Community Secretary.