| 2026 | ACL | SOP-Maze: Evaluating Large Language Models on Complicated Business Standard Operating Procedures. | Jiaming Wang, Zhe Tang, Zehao Jin, Hefei Chen, Yilin Jin, Peng Ding, Xiaoyu Li, Xuezhi Cao |
| 2026 | ACL | Meeseeks: A Feedback-Driven, Iterative Self-Correction Benchmark evaluating LLMs' Instruction Following Capability. | Jiaming Wang, Yunke Zhao, Peng Ding, Jun Kuang, Yibin Shen, Zhe Tang, Yilin Jin, Zongyu Wang, Xiaoyu Li, Xuezhi Cao |
| 2025 | ACL | Why Not Act on What You Know? Unleashing Safety Potential of LLMs via Self-Aware Guard Enhancement. | Peng Ding, Jun Kuang, Zongyu Wang, Xuezhi Cao, Xunliang Cai, Jiajun Chen, Shujian Huang |
| 2025 | ADMA | Alternative Statistical Inference for the First Normalized Incomplete Moment. | Jiannan Lu, Peng Ding, Anqi Zhao |
| 2025 | EMNLP | SDGO: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models. | Peng Ding, Wen Sun, Dailin Li, Wei Zou, Jiaming Wang, Jiajun Chen, Shujian Huang |
| 2025 | SC | BioR5: A Three-Layer Architecture for Biological Reasoning in Scientific AI. | Peng Ding, Thomas S. Brettin, Rick Stevens |
| 2024 | ICASSP | Unsupervised Learning of Facial Optical Flow via Occlusion-Aware Global-Local Matching. | Yungeng Zhang, Yuan Chang, Yun Shen, Peng Ding, Wei Liang, Mingchuan Yang |
| 2024 | ICML | Entropy-Reinforced Planning with Large Language Models for Drug Discovery. | Xuefeng Liu, Chih-chan Tien, Peng Ding, Songhao Jiang, Rick L. Stevens |
| 2024 | NAACL | A Wolf in Sheep's Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily. | Peng Ding, Jun Kuang, Dan Ma, Xuezhi Cao, Yunsen Xian, Jiajun Chen, Shujian Huang |
| 2022 | UIC | Design and Implementation of Distributed Rendering System. | Dan Liu, Lai Wei, Qiuhong Zheng, Peng Ding, Yun Shen |
| 2021 | IWCMC | Industrial Intelligent Edge Computing System based on 5G. | Peng Ding, Dan Liu, Yun Shen, XiaoHou Shi, HengRui Zhou, HaoLong Kan |
| 2021 | IWCMC | Industrial Vision Optimization Distributed Strategy based on Edge Intelligence Collaboration. | Yaqi Song, Yun Shen, Peng Ding, Xuezhi Zhang, Yuying Xue |
| 2020 | INDIN | Intelligent health evaluation of rolling bearings based on subspace meta-learning. | Peng Ding, Minping Jia |
| 2019 | ICCV | Conservative Wasserstein Training for Pose Estimation. | Xiaofeng Liu, Yang Zou, Tong Che, Ping Jia, Peng Ding, Jane You, B. V. K. Vijaya Kumar |
| 2017 | IJCNLP | YNUDLG at IJCNLP-2017 Task 5: A CNN-LSTM Model with Attention for Multi-choice Question Answering in Examinations. | Min Wang, Qingxun Liu, Peng Ding, Yongbin Li, Xiaobing Zhou |
| 2016 | CIS | Ensemble Model for Stock Price Movement Trend Prediction on Different Investing Periods. | Jian Yang, Ruonan Rao, Pei Hong, Peng Ding |
| 2012 | ICASSP | Multi-modal information fusion for news story segmentation in broadcast video. | Bailan Feng, Peng Ding, Jiansong Chen, Jinfeng Bai, Su Xu, Bo Xu |
| 2012 | ICASSP | Graph-based multi-modal scene detection for movie and teleplay. | Su Xu, Bailan Feng, Peng Ding, Bo Xu |
| 2012 | ICIP | Effective near-duplicate image retrieval with image-specific visual phrase selection. | Jiansong Chen, Bailan Feng, Lei Zhu, Peng Ding, Bo Xu |
| 2011 | Interspeech | A Robust Approach to Mining Repeated Sequence in Audio Stream. | Jiansong Chen, Lei Zhu, Bailan Feng, Peng Ding, Bo Xu |
| 2010 | ICMLC | Learning large margin nearest neighbor classifiers via cutting plane algorithm. | Xiang-Yun Qing, Peng Ding, Xing-Yu Wang |
| 2007 | ICASSP | A Novel Phone-State Matrix Based Vocabulary-Indenendent Keyword Spotting Method for Spontaneous Speech. | Peng Gao, Jiaen Liang, Peng Ding, Bo Xu |
| 2006 | ICASSP | An Improved Mandarin Keyword Spotting System Using MCE Training and Context-Enhanced Verification. | Jiaen Liang, Meng Meng, Xiaorui Wang, Peng Ding, Bo Xu |
| 2006 | ICASSP | A Novel Noise Robust Front-End Using First Order VTS in Construction of Mel-Warped Wiener Filter. | Mu Su, Peng Li, Zhuo Wang, Peng Ding, Bo Xu |
| 2004 | CIS | A | Zhiqiang Liu, Cheng Zhu, Huanye Sheng, Peng Ding |
| 2003 | ICASSP | Comparison and study of some variants of partially tied covariance modeling. | Peng Ding, Shuwu Zhang, Bo Xu |
| 2003 | ICASSP | Sequential MAP estimation based speech feature enhancement for noise robust speech recognition. | Chuan Jia, Peng Ding, Bo Xu |
| 2003 | Interspeech | Discriminative optimization of large vocabulary Mandarin conversational speech recognition system. | Peng Ding, Zhenbiao Chen, Sheng Hu, Shuwu Zhang, Bo Xu |
| 2003 | Interspeech | Joint model and feature based compensation for robust speech recognition under non-stationary noise environments. | Chuan Jia, Peng Ding, Bo Xu |
| 2002 | ICASSP | Asymmetrical Support Vector Machines and applications in speech processing. | Peng Ding, Zhenbiao Chen, Yang Liu, Bo Xu |
| 2002 | ICASSP | Using nonstandard SVM for combination of Speaker Verification and Verbal Information Verification in speaker authentication system. | Yang Liu, Peng Ding, Bo Xu |
| 2002 | ICMI | Covariance-Tied Clustering Method In Speaker Identification. | Ziqiang Wang, Yang Liu, Peng Ding, Bo Xu |
| 2002 | Interspeech | Factor analyzed Gaussian mixture models for speaker identification. | Peng Ding, Yang Liu, Bo Xu |