| 2026 | ACL | AutoFigure-Edit: Generating Editable Scientific Illustrations via Reference-Guided Styling. | Zhen Lin, Qiujie Xie, Minjun Zhu, Shichen Li, Qiyao Sun, Enhao Gu, Yiran Ding, Ke Sun, Fang Guo, Panzhong Lu, Zhiyuan Ning, Yixuan Weng, Yue Zhang |
| 2026 | ACL | AiraXiv: An AI-Driven Open-Access Platform for Human and AI Scientists. | Junshu Pan, Panzhong Lu, Yixuan Weng, Qiyao Sun, Fang Guo, Zijie Yang, Qiji Zhou, Yue Zhang |
| 2026 | ACL | HiCoLoRA: Addressing Context-Prompt Misalignment via Hierarchical Collaborative LoRA for Zero-Shot DST. | Shuyu Zhang, Yifan Wei, Xinru Wang, Yanmin Zhu, Yangfan He, Yixuan Weng, Yujie Liu, Bin Li |
| 2025 | ACL | DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process. | Minjun Zhu, Yixuan Weng, Linyi Yang, Yue Zhang |
| 2025 | EMNLP | ResearStudio: A Human-intervenable Framework for Building Controllable Deep Research Agents. | Linyi Yang, Yixuan Weng |
| 2025 | ICLR | CycleResearcher: Improving Automated Research via Automated Review. | Yixuan Weng, Minjun Zhu, Guangsheng Bao, Hongbo Zhang, Jindong Wang, Yue Zhang, Linyi Yang |
| 2025 | ICLR | Personality Alignment of Large Language Models. | Minjun Zhu, Yixuan Weng, Linyi Yang, Yue Zhang |
| 2024 | CIKM | Does Knowledge Localization Hold True? Surprising Differences Between Entity and Relation Perspectives in Language Models. | Yifan Wei, Xiaoyan Yu, Yixuan Weng, Huanhuan Ma, Yuanzhe Zhang, Jun Zhao, Kang Liu |
| 2024 | COLING | Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database. | Minjun Zhu, Yixuan Weng, Shizhu He, Kang Liu, Haifeng Liu, Yang jun Jun, Jun Zhao |
| 2024 | ICLR | Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks. | Yixuan Weng, Minjun Zhu, Fei Xia, Bin Li, Shizhu He, Kang Liu, Jun Zhao |
| 2023 | EACL | Find Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model. | Fei Xia, Yixuan Weng, Shizhu He, Kang Liu, Jun Zhao |
| 2023 | EMNLP | Large Language Models are Better Reasoners with Self-Verification. | Yixuan Weng, Minjun Zhu, Fei Xia, Bin Li, Shizhu He, Shengping Liu, Bin Sun, Kang Liu, Jun Zhao |
| 2023 | ICASSP | Learning To Locate Visual Answer In Video Corpus Using Question. | Bin Li, Yixuan Weng, Bin Sun, Shutao Li |
| 2023 | ICASSP | Visual Answer Localization with Cross-Modal Mutual Knowledge Transfer. | Yixuan Weng, Bin Li |
| 2023 | ICASSP | Learning to Build Reasoning Chains by Reliable Path Retrieval. | Minjun Zhu, Yixuan Weng, Shizhu He, Cunguang Wang, Kang Liu, Li Cai, Jun Zhao |
| 2022 | AAAI | A Novel Initial Reminder Framework for Acronym Extraction. | Xiusheng Huang, Bin Li, Fei Xia, Yixuan Weng |
| 2022 | AAAI | PSG: Prompt-based Sequence Generation for Acronym Extraction. | Bin Li, Fei Xia, Yixuan Weng, Bin Sun, Shutao Li, Xiusheng Huang |
| 2022 | AAAI | SimCLAD: A Simple Framework for Contrastive Learning of Acronym Disambiguation. | Bin Li, Fei Xia, Yixuan Weng, Xiusheng Huang, Bin Sun |
| 2022 | AAAI | ADBCMM : Acronym Disambiguation by Building Counterfactuals and Multilingual Mixing. | Yixuan Weng, Fei Xia, Bin Li, Xiusheng Huang, Shizhu He |
| 2022 | AAAI | ANACONDA: Adversarial training with iNtrust loss in ACrONym DisambiguAtion. | Fei Xia, Bin Li, Yixuan Weng, Xiusheng Huang, Shizhu He |
| 2022 | EMNLP | MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs. | Fei Xia, Bin Li, Yixuan Weng, Shizhu He, Kang Liu, Bin Sun, Shutao Li, Jun Zhao |