| 2026 | AAAI | MathSmith: Towards Extremely Hard Mathematical Reasoning by Forging Synthetic Problems with a Reinforced Policy. | Shaoxiong Zhan, Yanlin Lai, Ziyu Lu, Dahua Lin, Ziqing Yang, Fei Tan |
| 2026 | ACL | PeerCheck: Enhancing LLM-Generated Academic Reviews Towards Human-Level Quality. | Zeyuan Chen, Ziqing Yang, Yihan Ma, Michael Backes, Yang Zhang |
| 2026 | ACL | Peering Behind the Shield: Guardrail Identification in Large Language Models. | Ziqing Yang, Yixin Wu, Rui Wen, Michael Backes, Yang Zhang |
| 2025 | ACL | JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs. | Junjie Chu, Yugeng Liu, Ziqing Yang, Xinyue Shen, Michael Backes, Yang Zhang |
| 2025 | ACL | Consultant Decoding: Yet Another Synergistic Mechanism. | Chuanghao Ding, Jiaping Wang, Ziqing Yang, Xiaoliang Wang, Dahua Lin, Nguyen Cam-Tu, Fei Tan |
| 2025 | EMNLP | More Data or Better Data? A Critical Analysis of Data Selection and Synthesis for Mathematical Reasoning. | Yike Zhao, Simin Guo, Ziqing Yang, Shifan Han, Dahua Lin, Fei Tan |
| 2025 | ICCV | Hate in Plain Sight: On the Risks of Moderating AI-Generated Hateful Illusions. | Yiting Qu, Ziqing Yang, Yihan Ma, Michael Backes, Savvas Zannettou, Yang Zhang |
| 2023 | ACL | Gradient-based Intra-attention Pruning on Pre-trained Language Models. | Ziqing Yang, Yiming Cui, Xin Yao, Shijin Wang |
| 2023 | ACL | IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning. | Zihang Xu, Ziqing Yang, Yiming Cui, Shijin Wang |
| 2023 | ICML | Data Poisoning Attacks Against Multimodal Encoders. | Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang |
| 2022 | ACL | TextPruner: A Model Pruning Toolkit for Pre-Trained Language Models. | Ziqing Yang, Yiming Cui, Zhigang Chen |
| 2022 | COLING | CINO: A Chinese Minority Pre-trained Language Model. | Ziqing Yang, Zihang Xu, Yiming Cui, Baoxin Wang, Min Lin, Dayong Wu, Zhigang Chen |
| 2022 | ICASSP | Multimodal Emotion Recognition with Surgical and Fabric Masks. | Ziqing Yang, Katherine Nayan, Zehao Fan, Houwei Cao |
| 2021 | ACL | Benchmarking Robustness of Machine Reading Comprehension Models. | Chenglei Si, Ziqing Yang, Yiming Cui, Wentao Ma, Ting Liu, Shijin Wang |
| 2021 | EMNLP | UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference. | Kewei Cheng, Ziqing Yang, Ming Zhang, Yizhou Sun |
| 2020 | ACL | TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing. | Ziqing Yang, Yiming Cui, Zhipeng Chen, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu |
| 2020 | COLING | A Sentence Cloze Dataset for Chinese Machine Reading Comprehension. | Yiming Cui, Ting Liu, Ziqing Yang, Zhipeng Chen, Wentao Ma, Wanxiang Che, Shijin Wang, Guoping Hu |
| 2020 | Interspeech | Exploration of Acoustic and Lexical Cues for the INTERSPEECH 2020 Computational Paralinguistic Challenge. | Ziqing Yang, Zifan An, Zehao Fan, Chengye Jing, Houwei Cao |