Hello!😊 I’m a second-year PhD candidate of Harbin Institute of Technology, majoring in Computer Science, at Computing Faculty.
My research interests includes Multi-modal, Multi-lingual and Chain-of-Thought Reasoning. If you are seeking any form of academic cooperation, please feel free to email me at charleschen2333@gmail.com.
Currently, I am a PhD at SCIR supervised by Prof. Wanxiang Che and Prof. Libo Qin. Previously, as a master’s student, I have done research intern at Shanghai AI Laboratory , supervised by Dr. Zhi Chen. As an undergraduate student, I have done research intern at Baidu NLP , supervised by Lijie Wang and Dr. Jing Liu.
Other than my work, I’m honored as Deputy Secretary-General for MLNLP community and Member of the Presidium of the Student Union of the Department of Computing, Harbin Institute of Technology. Previously, I was the president of HIT Software Competition Club from 2021 to 2023.
If you like the template of this homepage, welcome to star and fork Yi Ren’s open-sourced template version AcadHomepage 
🔥 News
- 2024.12: 🎉 Our Cro-Prompt is accepted by ICASSP 2025.
- 2024.12: 🎉 Our CoMT and DSCP are accepted by AAAI 2025.
- 2024.09: 🎉 Our Reasoning Boundary is accepted by NeurIPS 2024 (Oral) and MM-ICL is accepted by NeurIPS 2024.
- 2024.05: 🎉 Our M3CoT is accepted by ACL 2024 (Oral) and Auto-CAP is accepted by ACL 2024 (Findings).
- 2024.04: 🎉 Our DPF is accepted by IJCAI 2024.
- 2024.01: 🎉 Our Tree-Planner are accepted by ICLR 2024.
📝 Publications
🎯 Chain-of-Thought & Reasoning
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AAAI 2025CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models, Zihui Cheng*, Qiguang Chen*, Jin Zhang, Hao Fei, Xiaocheng Feng, Wanxiang Che, Min Li, Libo Qin. (Overall Score: 10, 8, 8, 5) - 🔥
AAAI 2025Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection, Libo Qin*, Qiguang Chen*, Jingxuan Zhou, Jin Wang, Hao Fei, Wanxiang Che, Min Li. - 🔥
Arxiv 2024In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks, Dingzirui Wang, Xuangliang Zhang, Qiguang Chen, Longxu Dou, Xiao Xu, Rongyu Cao, Yingwei Ma, Qingfu Zhu, Wanxiang Che, Binhua Li, Fei Huang, Yongbin Li. - 🔥
NeurIPS 2024(Oral, Top 0.5% submitted paper, Top 1.8% accepted paper) Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought, Qiguang Chen, Libo Qin, Jiaqi Wang, Jinxuan Zhou, Wanxiang Che. (Overall Score: 8, 7, 7, 7, 6) - 🔥
Arxiv 2024What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices, Zhi Chen*, Qiguang Chen*, Libo Qin, Qipeng Guo, Haijun Lv, Yicheng Zou, Wanxiang Che, Hang Yan, Kai Chen, Dahua Lin. - 🔥
Arxiv 2024HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model, Mengkang Hu, Tianxing Chen, Qiguang Chen, Yao Mu, Wenqi Shao, Ping Luo. 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(Oral, Top 2.3% submitted paper) M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought, Qiguang Chen, Libo Qin, Jin Zhang, Zhi Chen, Xiao Xu, Wanxiang Che. (Overall Score: 4, 4, 4, 4)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.ICLR 2024Tree-Planner: Efficient Close-loop Task Planning with Large Language Models, Mengkang Hu, Yao Mu, Xinmiao Yu, Mingyu Ding, Shiguang Wu, Wenqi Shao, Qiguang Chen, Bin Wang, Yu Qiao, Ping Luo.
👀 Multi-Modal Modelling
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NeurIPS 2024What Factors Affect Multi-modal In-Context Learning? An In-Depth Exploration, Libo Qin*, Qiguang Chen*, Hao Fei, Zhi Chen, Min Li, Wanxiang Che. - 🔥
AAAI 2025CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models, Zihui Cheng*, Qiguang Chen*, Jin Zhang, Hao Fei, Xiaocheng Feng, Wanxiang Che, Min Li, Libo Qin. (Overall Score: 10, 8, 8, 5) ToMM 2024S3Agent: 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.ACL 2024(Oral, Top 2.31% paper) M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought, Qiguang Chen, Libo Qin, Jin Zhang, Zhi Chen, Xiao Xu, Wanxiang Che. (Overall Score: 4, 4, 4, 4)ICASSP 2024LabCLIP: Label-Enhanced Clip for Improving Zero-Shot Text Classification, Yongheng Zhang, Peng Wang, Qiguang Chen, Jingxuan Zhou, Yongmei Wang, Min Li, Libo Qin.ACL 2023 (Findings)CLIPText: A New Paradigm for Zero-shot Text Classification, Libo Qin, Weiyun Wang, Qiguang Chen, Wanxiang Che.ACL 2023 (Findings)MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System, Libo Qin, Shijue Huang, Qiguang Chen, Chenran Cai, Yudi Zhang, Bin Liang, Wanxiang Che, Ruifeng Xu.
🏳️🌈 Multilingual Modelling
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.Patterns (Cell Sub-Journal; IF 6.7)Multilingual large language model: A survey of resources, taxonomy and frontiers, Libo Qin*, Qiguang Chen*, Yuhang Zhou, Zhi Chen, Yinghui Li, Lizi Liao, Min Li, Wanxiang Che, Philip S. Yu.EMNLP 2023(Oral) Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages, Libo Qin*, Qiguang Chen*, Fuxuan Wei, Shijue Huang, Wanxiang Che.EMNLP 2022 Workshop(Best Paper) HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding, Bo Zheng, Zhouyang Li, Fuxuan Wei, Qiguang Chen, Libo Qin, Wanxiang Che.ACL 2022GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language, Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan.
🎙️ Dialogue System
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ICASSP 2025CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding, Libo Qin, Fuxuan Wei, Qiguang Chen, Jingxuan Zhou, Shijue Huang, Jiasheng Si, Wenpeng Lu, Wanxiang Che. - 🔥
AAAI 2025Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection, Libo Qin*, Qiguang Chen*, Jingxuan Zhou, Jin Wang, Hao Fei, Wanxiang Che, Min Li. IJCAI 2024Decoupling breaks data barriers: A Decoupled Pre-training Framework for Multi-Intent Spoken Language Understanding, Libo Qin*, Qiguang Chen*, Fuxuan Wei, Shijue Huang, Wanxiang Che.Arxiv 2024A preliminary evaluation of chatgpt for zero-shot dialogue understanding, Wenbo Pan, Qiguang Chen, Xiao Xu, Wanxiang Che, Libo Qin.EMNLP 2023End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions, Libo Qin, Wenbo Pan, Qiguang Chen, Lizi Liao, Zhou Yu, Yue Zhang, Wanxiang Che, Min Li.ACL 2023 (Demo)OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding, Libo Qin*, Qiguang Chen*, Xiao Xu, Yunlong Feng, Wanxiang Che.EMNLP 2022 Workshop(Best Paper) HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding, Bo Zheng, Zhouyang Li, Fuxuan Wei, Qiguang Chen, Libo Qin, Wanxiang Che.COLING 2022CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue, Libo Qin, Qiguang Chen, Tianbao Xie, Qian Liu, Shijue Huang, Wanxiang Che, Zhou Yu.ACL 2022GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language, Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan.EMNLP 2021Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System., Libo Qin, Tianbao Xie, Shijue Huang, Qiguang Chen, Xiao Xu, Wanxiang Che.
Others
Arxiv 2024Large 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.CCL 2023Through the Lens of Core Competency: Survey on Evaluation of Large Language Models, Ziyu Zhuang, Qiguang Chen, Longxuan Ma, Mingda Li, Yi Han, Yushan Qian, Haopeng Bai, Weinan Zhang, Ting Liu.- 🔥
Arxiv 2024KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing, Yifei Yang, Zouying Cao, Qiguang Chen, Libo Qin, Dongjie Yang, Hai Zhao, Zhi Chen.
🛠️ Projects
MLNLPSimBiber: A tool for simplifying bibtex with official info,.
MLNLPTop-AI-Conferences-Paper-with-Code,.
MLNLPAI-Paper-Collector,.
SCIRHuoZi,.
BaiduTrust-AI,.
🎖️ Honors
- National Scholarship, 2024.
- Tencent Scholarship, 2024.
- Graduate Special Scholarship, 2023.
- Outstanding Graduates, 2023.
- CCF Excellent College Students Price (Only 100 CS students in China were invited), 2022.
- EMNLP MMNLU WorkShop Best Paper, 2022.
- 1st place in MMNLU WorkShop Full-shot Setting, 2022.
- National Second Prize in Contemporary Undergraduate Mathematical Contest in Modeling, China, 2021.
📖 Educations
- 2023.09 - Now, PhD Candidate, Harbin Institute of Technology, Harbin.
- 2019.08 - 2023.06, Undergraduate, Harbin Institute of Technology, Harbin.
🤗 Community Services
NLP ReviewerACL 2024 ARR, EMNLP 2024 ARR, NAACL 2024-2025 ARR, NLPCC 2024.ML ReviewerNeurips 2024, ICLR 2025, ICML 2025.CommunityMLNLP-2022 Outstanding Organizer.
💻 Internships
- 2024.07 - 2024.10, Shanghai AI Laboratory, Shanghai.
- 2022.06 - 2022.12, Baidu, Beijing.