| 2026 | AAAI | Explainable Synthetic Image Detection Through Diffusion Timestep Ensembling. | Yixin Wu, Feiran Zhang, Tianyuan Shi, Ruicheng Yin, Zhenghua Wang, Zhenliang Gan, Xiaohua Wang, Changze Lv, Xiaoqing Zheng, Xuanjing Huang |
| 2026 | ACL | Mitigating Position Bias in Transformers via Layer-Specific Positional Embedding Scaling. | Zhenghua Wang, Yiran Ding, Changze Lv, Yixin Wu, Tianlong Li, Zhibo Xu, Muling Wu, Tianyuan Shi, Shizheng Li, Qi Qian, Xuanjing Huang, Xiaoqing Zheng |
| 2026 | ACL | Mitigating Hallucinations in VLMs: Enhancing Visual Attention via Head-Wise Perturbation. | Zhenghua Wang, Yixin Wu, Feiran Zhang, Qi Qian, Changze Lv, Xuanjing Huang, Xiaoqing Zheng |
| 2026 | ACL | VIB-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information Bottleneck. | Feiran Zhang, Yixin Wu, Zhenghua Wang, Xiaohua Wang, Changze Lv, Xuanjing Huang, Xiaoqing Zheng |
| 2025 | COLING | Revisiting Jailbreaking for Large Language Models: A Representation Engineering Perspective. | Tianlong Li, Zhenghua Wang, Wenhao Liu, Muling Wu, Shihan Dou, Changze Lv, Xiaohua Wang, Xiaoqing Zheng, Xuanjing Huang |
| 2025 | EMNLP | UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation. | Tianlong Li, Wenhao Liu, Muling Wu, Shihan Dou, Zhenghua Wang, Changze Lv, Xiaohua Wang, Xiaoqing Zheng, Xuanjing Huang |
| 2025 | EMNLP | Enhancing Model Privacy in Federated Learning with Random Masking and Quantization. | Zhibo Xu, Jianhao Zhu, Jingwen Xu, Changze Lv, Zhenghua Wang, Zisu Huang, Xiaohua Wang, Muling Wu, Qi Qian, Xiaoqing Zheng, Xuanjing Huang |
| 2025 | ICML | Dendritic Localized Learning: Toward Biologically Plausible Algorithm. | Changze Lv, Jingwen Xu, Yiyang Lu, Xiaohua Wang, Zhenghua Wang, Zhibo Xu, Di Yu, Xin Du, Xiaoqing Zheng, Xuanjing Huang |
| 2024 | EMNLP | Searching for Best Practices in Retrieval-Augmented Generation. | Xiaohua Wang, Zhenghua Wang, Xuan Gao, Feiran Zhang, Yixin Wu, Zhibo Xu, Tianyuan Shi, Zhengyuan Wang, Shizheng Li, Qi Qian, Ruicheng Yin, Changze Lv, Xiaoqing Zheng, Xuanjing Huang |
| 2021 | PAKDD | AA-LSTM: An Adversarial Autoencoder Joint Model for Prediction of Equipment Remaining Useful Life. | Dong Zhu, Chengkun Wu, Chuanfu Xu, Zhenghua Wang |
| 2020 | GI | Towards End-to-End Deep Learning-based Writer Identification. | Zhenghua Wang, Andreas Maier, Vincent Christlein |
| 2020 | ICTAI | FlowGAN: A Conditional Generative Adversarial Network for Flow Prediction in Various Conditions. | Donglin Chen, Xiang Gao, Chuanfu Xu, Shizhao Chen, Jianbin Fang, Zhenghua Wang, Zheng Wang |
| 2019 | ISPA | OpenMP4.5-Enabled Large-Scale Heterogeneous Lattice Boltzmann Multiphase Flow Simulations. | Chuanfu Xu, Xi Wang, Dali Li, Yonggang Che, Zhenghua Wang |
| 2019 | NPC | Collaborating CPUs and MICs for Large-Scale LBM Multiphase Flow Simulations. | Chuanfu Xu, Xi Wang, Dali Li, Yonggang Che, Zhenghua Wang |
| 2011 | CIS | Exploring Centrality-Lethality Rule from Evolution Constraint on Essential Hub and Nonessential Hub in Yeast Protein-Protein Interaction Network. | Yun-yuan Dong, Yang Jun, Qi-jun Liu, Yong-Xian Wang, Zhenghua Wang |
| 2009 | HPCC | A Framework for Effective Memory Optimization of High Performance Computing Applications. | Pingjing Lu, Yonggang Che, Zhenghua Wang |
| 2008 | HPCC | An Effective Iterative Compilation Search Algorithm for High Performance Computing Applications. | Pingjing Lu, Yonggang Che, Zhenghua Wang |
| 2008 | ISPA | Analyzing the Efficiency and Bottleneck of Scientific Programs on Imagine Stream Processor by Simulation. | Yonggang Che, Chuanfu Xu, Zhenghua Wang |
| 2008 | NPC | A SyncML Middleware-Based Solution for Pervasive Relational Data Synchronization. | Haitao Yang, Peng Yang, Pingjing Lu, Zhenghua Wang |
| 2007 | BIBE | Detecting and Assessing Conserved Stems for Accurate Structural Alignment of RNA Sequences. | Xiaoyong Fang, Zhigang Luo, Bo Yuan, Zhenghua Wang |
| 2007 | MDAI | A Seed-Based Method for Predicting Common Secondary Structures in Unaligned RNA Sequences. | Xiaoyong Fang, Zhigang Luo, Zhenghua Wang, Bo Yuan, Jinlong Shi |
| 2007 | SAC | The detection and assessment of possible RNA secondary structure using multiple sequence alignment. | Xiaoyong Fang, Zhenghua Wang, Zhigang Luo, Bo Yuan, Fan Ding |
| 2007 | SNPD | A Collaborative Retrieval System-Full Text Base and Database. | Chuanyao Yang, Yuqin Li, Zhenghua Wang, Chenghong Zhang, Yunfa Hu |
| 2007 | SNPD | A Yellow Page Information Retrieval System Based on Sorted Duality Interrelevant Successive Tree and Industry Ontology. | Chuanyao Yang, Yuqin Li, Zhenghua Wang, Chenghong Zhang, Yunfa Hu |
| 2005 | ICNC | A New Encoding Scheme to Improve the Performance of Protein Structural Class Prediction. | Zhen-Hui Zhang, Zhenghua Wang, Yong-Xian Wang |
| 2004 | ICAISC | A Parallel Clustering Algorithm for Categorical Data Set. | Yong-Xian Wang, Zhenghua Wang, Xiao-Mei Li |
| 2004 | ISPA | Locality Optimizations for Jacobi Iteration on Distributed Parallel Systems. | Yonggang Che, Zhenghua Wang, Xiaomei Li, Laurence Tianruo Yang |
| 2003 | IDEAL | Input Selection and Rule Generation in Adaptive Neuro-fuzzy Inference System for Protein Structure Prediction. | Yongxian Wang, Haiyan Chang, Zhenghua Wang, Xiaomei Li |