Yifeng Xie
(谢译锋)
I do what I say I will do.

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👋 About Me

I am exploring and learning knowledge across various fields, trying to create more interesting and inspiring works. Currently, my research centers on advancing machine intelligence, specifically through developing frontier foundation models and agentic systems.
I am looking for corporation oppotunity, please feel free to contact me via evfxie@gmail.com if you have interests.

🔥 News

  • [01/2025] 1 paper has been accepted by NAACL 2025.
  • [07/2024] 1 paper has been accepted by ACMMM 2024.
  • [02/2024] 1 paper has been accepted by COLING 2024.
  • [10/2023] 1 paper has been accepted by EMNLP 2023.
  • Starting a scientific research career.

📝 Selected Publications († indicate equal contribution, * indicate corresponding author)

MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models
Yang Shi†, Yifeng Xie†, Minzhe Guo, Liangsi Lu, Mingxuan Huang, Jingchao Wang, Zhihong Zhu, Boyan Xu, Zhiqi Huang
(ACL 2026)
[Project] [arXiv]
S2IT: Stepwise Syntax Integration Tuning for Large Language Models in Aspect Sentiment Quad Prediction
Bingfeng chen, Chenjie Qiu, Yifeng Xie, Boyan Xu*, Ruichu Cai, Zhifeng Hao
Findings of the Association for Computational Linguistics: NAACL 2025 (NAACL Findings 2025)
[PDF] [Link]
MoBA: Mixture of Bi-directional Adapter for Multi-modal Sarcasm Detection
Yifeng Xie, Zhihong Zhu*, Xin Chen, Zhanpeng Chen, Zhiqi Huang*
Proceedings of the 32nd ACM International Conference on Multimedia (ACM MM 2024)
[PDF] [Link] [OpenReview] [Code]
InfoEnh: Towards Multimodal Sentiment Analysis via Information Bottleneck Filter and Optimal Transport Alignment
Yifeng Xie†, Zhihong Zhu†, Xuan Lu, Zhiqi Huang*, Haoran Xiong
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LERC-COLING 2024)
[PDF] [Link]
Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention
Yifeng Xie, Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Dongsheng Chen
Findings of the Association for Computational Linguistics: EMNLP 2023 (EMNLP Findings 2023)
[PDF] [Link]


🌱 Academic Service

  • Conference Reviewer: ACL ARR (2026)