| 2026 | AAAI | Multi-Faceted Attack: Exposing Cross-Model Vulnerabilities in Defense-Equipped Vision-Language Models. | Yijun Yang, Lichao Wang, Jianping Zhang, Chi Harold Liu, Lanqing Hong, Qiang Xu |
| 2026 | ACL | Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models. | Teng Wang, Zhangyi Jiang, Zhenqi He, Hailei Gong, Shenyang Tong, Wenhan Yang, Zeyu Li, Yanan Zheng, Zifan He, Zewen Ye, Shengjie Ma, Jianping Zhang |
| 2025 | EMNLP | VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models. | Jen-Tse Huang, Jiantong Qin, Jianping Zhang, Youliang Yuan, Wenxuan Wang, Jieyu Zhao |
| 2025 | EMNLP | Confusion is the Final Barrier: Rethinking Jailbreak Evaluation and Investigating the Real Misuse Threat of LLMs. | Yu Yan, Sheng Sun, Zhe Wang, Yijun Lin, Zenghao Duan, Zhifei Zheng, Min Liu, Zhiyi Yin, Jianping Zhang |
| 2025 | ICLR | Certifying Language Model Robustness with Fuzzed Randomized Smoothing: An Efficient Defense Against Backdoor Attacks. | Bowei He, Lihao Yin, Hui-Ling Zhen, Jianping Zhang, Lanqing Hong, Mingxuan Yuan, Chen Ma |
| 2025 | ICNP | ARTEMIS: Adaptive Reweighing for Transferable Evasion via Meta-learning in Zero-Query Network Intrusion Detection Systems. | Lei Wang, Qingsong Zou, Qing Li, Jianping Zhang, Yong Jiang |
| 2025 | ICSE | ADAMAS: Adaptive Domain-Aware Performance Anomaly Detection in Cloud Service Systems. | Wenwei Gu, Jiazhen Gu, Jinyang Liu, Zhuangbin Chen, Jianping Zhang, Jinxi Kuang, Cong Feng, Yongqiang Yang, Michael R. Lyu |
| 2024 | AAAI | Curvature-Invariant Adversarial Attacks for 3D Point Clouds. | Jianping Zhang, Wenwei Gu, Yizhan Huang, Zhihan Jiang, Weibin Wu, Michael R. Lyu |
| 2024 | AAAI | Improving the Adversarial Transferability of Vision Transformers with Virtual Dense Connection. | Jianping Zhang, Yizhan Huang, Zhuoer Xu, Weibin Wu, Michael R. Lyu |
| 2024 | ISSRE | KPIRoot: Efficient Monitoring Metric-based Root Cause Localization in Large-scale Cloud Systems. | Wenwei Gu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu |
| 2023 | CVPR | Transferable Adversarial Attacks on Vision Transformers with Token Gradient Regularization. | Jianping Zhang, Yizhan Huang, Weibin Wu, Michael R. Lyu |
| 2023 | CVPR | Improving the Transferability of Adversarial Samples by Path-Augmented Method. | Jianping Zhang, Jen-tse Huang, Wenxuan Wang, Yichen Li, Weibin Wu, Xiaosen Wang, Yuxin Su, Michael R. Lyu |
| 2023 | ICCV | Structure Invariant Transformation for better Adversarial Transferability. | Xiaosen Wang, Zeliang Zhang, Jianping Zhang |
| 2023 | ICCV | Backpropagation Path Search On Adversarial Transferability. | Zhuoer Xu, Zhangxuan Gu, Jianping Zhang, Shiwen Cui, Changhua Meng, Weiqiang Wang |
| 2023 | IJCAI | Towards Semantics- and Domain-Aware Adversarial Attacks. | Jianping Zhang, Yung-Chieh Huang, Weibin Wu, Michael R. Lyu |
| 2023 | ICSE | MTTM: Metamorphic Testing for Textual Content Moderation Software. | Wenxuan Wang, Jen-tse Huang, Weibin Wu, Jianping Zhang, Yizhan Huang, Shuqing Li, Pinjia He, Michael R. Lyu |
| 2023 | ICSE | Practical and Efficient Model Extraction of Sentiment Analysis APIs. | Weibin Wu, Jianping Zhang, Victor Junqiu Wei, Xixian Chen, Zibin Zheng, Irwin King, Michael R. Lyu |
| 2023 | ISSTA | Validating Multimedia Content Moderation Software via Semantic Fusion. | Wenxuan Wang, Jingyuan Huang, Chang Chen, Jiazhen Gu, Jianping Zhang, Weibin Wu, Pinjia He, Michael R. Lyu |
| 2022 | CVPR | Improving Adversarial Transferability via Neuron Attribution-based Attacks. | Jianping Zhang, Weibin Wu, Jen-tse Huang, Yizhan Huang, Wenxuan Wang, Yuxin Su, Michael R. Lyu |
| 2022 | HCI | The Effect of Age on Mental Status of Air Traffic Controllers During Intensive Simulation Training. | Zhenling Chen, Jianping Zhang, Hangshi Shan, Yiyou Chen, Peng Hu, Xiaoqiang Tian |
| 2022 | ISSTA | AEON: a method for automatic evaluation of NLP test cases. | Jen-tse Huang, Jianping Zhang, Wenxuan Wang, Pinjia He, Yuxin Su, Michael R. Lyu |
| 2021 | HCI | A Preliminary Field Study of Air Traffic Controllers' Fatigue for Interface Design. | Zhenling Chen, Jianping Zhang, Wenchao Jing, Xiaofei Peng, Pengxin Ding, Yiyou Chen, Xiaoqiang Tian, Yanzhong Gu, Guoliang Zou |
| 2021 | ICALT | Exercise recommendation algorithm based on improved collaborative filtering. | Zhizhuang Li, Haiyang Hu, Zhipeng Xia, Jianping Zhang, Xiaoli Li, Jingyan Shi, Hailong Li, Xuezhang Li |
| 2021 | ICALT | Exercise Recommendation Method Based on Machine Learning. | Zhizhuang Li, Haiyang Hu, Zhipeng Xia, Jianping Zhang, Xiaoli Li, Zisihan Wang, Xiaoke Huang, Shan Zeng, Beixu Qiu |
| 2021 | WACV | ATM: Attentional Text Matting. | Peng Kang, Jianping Zhang, Chen Ma, Guiling Sun |
| 2019 | ICAIL | Evaluation of Seed Set Selection Approaches and Active Learning Strategies in Predictive Coding. | Christian J. Mahoney, Nathaniel Huber-Fliflet, Haozhen Zhao, Jianping Zhang, Peter Gronvall, Shi Ye |
| 2018 | ICPRAM | Novel Clustering based on Discrete Morse Technique. | Jianping Zhang, Xiyu Liu, Yong Li |
| 2014 | ICNC | Global prediction-based adaptive mutation particle swarm optimization. | Qiuying Li, Gaoyang Li, Xiaosong Han, Jianping Zhang, Yanchun Liang, Binghong Wang, Hong Li, Jinyu Yang, Chunguo Wu |
| 2013 | CIS | Study on Construction of Semantic Metadata Structure in Professional Fields. | Jianping Zhang, Yao Liu |
| 2011 | KDD | Discovering shakers from evolving entities via cascading graph inference. | Xiaoxiao Shi, Wei Fan, Jianping Zhang, Philip S. Yu |
| 2010 | ICASSP | Maximum a posteriori linear regression for speaker recognition. | Xiang Zhang, Haipeng Wang, Xiang Xiao, Jianping Zhang, Yonghong Yan |
| 2010 | Interspeech | Speaker recognition using the resynthesized speech via spectrum modeling. | Xiang Zhang, Chuan Cao, Lin Yang, Hongbin Suo, Jianping Zhang, Yonghong Yan |
| 2009 | ICNC | Chinese Prosody Structure Prediction Based on Conditional Random Fields. | Jingwei Sun, Jing Yang, Jianping Zhang, Yonghong Yan |
| 2009 | Interspeech | Physiologically-inspired feature extraction for emotion recognition. | Yu Zhou, Yanqing Sun, Junfeng Li, Jianping Zhang, Yonghong Yan |
| 2008 | KDD | Community evolution in dynamic multi-mode networks. | Lei Tang, Huan Liu, Jianping Zhang, Zohreh Nazeri |
| 2007 | ICASSP | Mandarin Accent Analysis Based on Formant Frequencies. | Kun Liu, Zhiwei Shuang, Yong Qin, Jianping Zhang, Yonghong Yan |
| 2007 | ICNC | Large Vocabulary Mandarin Continuous Speech Recognition under Noisy Environment. | Qingwei Zhao, Yonghong Yan, Jielin Pan, Qiang Fu, Jianping Zhang, Ping Lv, Fuping Pan |
| 2007 | Interspeech | Contributions of temporal fine structure cues to Chinese speech recognition in cochlear implant simulation. | Lin Yang, Jianping Zhang, Yonghong Yan |
| 2006 | ICDM | Rule-Based Platform for Web User Profiling. | Jianping Zhang, Manu Shukla |
| 2006 | KDD | Acclimatizing taxonomic semantics for hierarchical content classification from semantics to data-driven taxonomy. | Lei Tang, Jianping Zhang, Huan Liu |
| 2004 | ICDM | Learning Rules from Highly Unbalanced Data Sets. | Jianping Zhang, Eric Bloedorn, Lowell Rosen, Daniel Venese |
| 2003 | Interspeech | A dynamic cross-reference pruning strategy for multiple feature fusion at decoder run time. | Yonghong Yan, Chengyi Zheng, Jianping Zhang, Jielin Pan, Jiang Han, Jian Liu |
| 2003 | KDD | Architecting a knowledge discovery engine for military commanders utilizing massive runs of simulations. | Philip S. Barry, Jianping Zhang, Mary McDonald |
| 2003 | NAACL | Inferring Temporal Ordering of Events in News. | Inderjeet Mani, Barry Schiffman, Jianping Zhang |
| 2002 | ICASSP | Phone based voice activity detection using online Bayesian adaptation with conjugate normal distributions. | Jianping Zhang, Wayne H. Ward, Bryan L. Pellom |
| 2002 | ICTAI | Mining Characteristic Rules for Understanding Simulation Data. | Jianping Zhang, Jerzy W. Bala, Philip S. Barry, Theodore E. Meyer, Sarah K. Johnson |
| 2001 | Interspeech | Improvements in audio processing and language modeling in the CU communicator. | Jianping Zhang, Wayne H. Ward, Bryan L. Pellom, Xiuyang Yu, Kadri Hacioglu |
| 2001 | SMC | Internet-based learning traits and instructional design. | Yueliang Zhou, Jianping Zhang |
| 1994 | ISMIS | A Data-Driven Approach to Feature Construction. | Jianping Zhang, Hsueh-Hsiang Lu |
| 1992 | ICML | Selecting Typical Instances in Instance-Based Learning. | Jianping Zhang |
| 1992 | ICTAI | Iterative Rule Simplification for Noise Tolerant Inductive Learning. | Peter Pachowicz, Jerzy W. Bala, Jianping Zhang |
| 1990 | ICTAI | A method that combines inductive learning with exemplar-based learning. | Jianping Zhang |
| 1989 | ICML | A Description of Preference Criterion in Constructive Learning: A Discussion of Basis Issues. | Jianping Zhang, Ryszard S. Michalski |
| 1988 | ISMIS | Representing and Acquiring Imprecise and Context-dependent Concepts in Knowledge-Based Systems. | Francesco Bergadano, Stan Matwin, Ryszard S. Michalski, Jianping Zhang |