| 2026 | ICCS | Investigating the Influence of Red Blood Cell Heterogeneity on Cell Transport and Blood Flow Hemodynamics. | Runxin Wu, Mohammed Shihab Kabir, Aristotle X. Martin, Wentao Ma, Amanda Randles |
| 2025 | ACL | SDPO: Segment-Level Direct Preference Optimization for Social Agents. | Aobo Kong, Wentao Ma, Shiwan Zhao, Yongbin Li, Yuchuan Wu, Ke Wang, Xiaoqian Liu, Qicheng Li, Yong Qin, Fei Huang |
| 2025 | ACL | EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning. | Xiaoqian Liu, Ke Wang, Yongbin Li, Yuchuan Wu, Wentao Ma, Aobo Kong, Fei Huang, Jianbin Jiao, Junge Zhang |
| 2025 | ICASSP | CrossHash: Cross-scale Vision Transformer Hashing for Image Retrieval. | Weigang Wang, Zhongwen Guo, Wenxiang Jiang, Yujun Lan, Wentao Ma |
| 2025 | ICCS | Microfluidic Digital Twin for Enhanced Single-Cell Analysis. | Samreen T. Mahmud, Wentao Ma, Taylor Thomsen, Chang Chen, Rachel Rex, Andre Lai, Lydia L. Sohn, Amanda Randles |
| 2025 | ICCV | VAMBA: Understanding Hour-Long Videos with Hybrid Mamba-Transformers. | Weiming Ren, Wentao Ma, Huan Yang, Cong Wei, Ge Zhang, Wenhu Chen |
| 2024 | AAAI | Text-Based Occluded Person Re-identification via Multi-Granularity Contrastive Consistency Learning. | Xinyi Wu, Wentao Ma, Dan Guo, Tongqing Zhou, Shan Zhao, Zhiping Cai |
| 2024 | COLING | UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt. | Yucheng Cai, Wentao Ma, Yuchuan Wu, Shuzheng Si, Yuan Shao, Zhijian Ou, Yongbin Li |
| 2024 | COLING | Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models. | Haoyu Gao, Ting-En Lin, Hangyu Li, Min Yang, Yuchuan Wu, Wentao Ma, Fei Huang, Yongbin Li |
| 2024 | EMNLP | FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents. | Ruixuan Xiao, Wentao Ma, Ke Wang, Yuchuan Wu, Junbo Zhao, Haobo Wang, Fei Huang, Yongbin Li |
| 2023 | ACL | Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment. | Tianshu Yu, Haoyu Gao, Ting-En Lin, Min Yang, Yuchuan Wu, Wentao Ma, Chao Wang, Fei Huang, Yongbin Li |
| 2023 | CVPR | Learning to Exploit the Sequence-Specific Prior Knowledge for Image Processing Pipelines Optimization. | Haina Qin, Longfei Han, Weihua Xiong, Juan Wang, Wentao Ma, Bing Li, Weiming Hu |
| 2022 | NPC | Optimizing Winograd Convolution on GPUs via Partial Kernel Fusion. | Gan Tong, Run Yan, Ling Yang, Mengqiao Lan, Jing Zhang, Yuanhu Cheng, Wentao Ma, Yashuai L, Sheng Ma, Libo Huang |
| 2021 | ACL | Benchmarking Robustness of Machine Reading Comprehension Models. | Chenglei Si, Ziqing Yang, Yiming Cui, Wentao Ma, Ting Liu, Shijin Wang |
| 2021 | IGARSS | Numerical Study on the Wind Direction Asymmetries of Fully Polarimetric Ocean Emission at L-Band. | Yanlei Du, Wentao Ma, Xiaofeng Yang, Jian Yang |
| 2020 | ACL | Conversational Word Embedding for Retrieval-Based Dialog System. | Wentao Ma, Yiming Cui, Ting Liu, Dong Wang, 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 | COLING | CharBERT: Character-aware Pre-trained Language Model. | Wentao Ma, Yiming Cui, Chenglei Si, Ting Liu, Shijin Wang, Guoping Hu |
| 2019 | AAAI | Convolutional Spatial Attention Model for Reading Comprehension with Multiple-Choice Questions. | Zhipeng Chen, Yiming Cui, Wentao Ma, Shijin Wang, Guoping Hu |
| 2019 | CoNLL | TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-Based Chatbots. | Wentao Ma, Yiming Cui, Nan Shao, Su He, Weinan Zhang, Ting Liu, Shijin Wang, Guoping Hu |
| 2019 | EMNLP | A Span-Extraction Dataset for Chinese Machine Reading Comprehension. | Yiming Cui, Ting Liu, Wanxiang Che, Li Xiao, Zhipeng Chen, Wentao Ma, Shijin Wang, Guoping Hu |
| 2018 | LREC | Dataset for the First Evaluation on Chinese Machine Reading Comprehension. | Yiming Cui, Ting Liu, Zhipeng Chen, Wentao Ma, Shijin Wang, Guoping Hu |
| 2017 | FUSION | Quaternion least mean kurtosis algorithm for adaptive filtering of 3D and 4D signal processes. | Tao Chen, Badong Chen, Wentao Ma, Lei Sun |
| 2017 | FUSION | Bias-compensated normalized least mean absolute deviation algorithm with noisy input. | Wentao Ma, Dongqiao Zheng, Zhiyu Zhang, Badong Chen |
| 2017 | ICASSP | Kernel least mean square based on conjugate gradient. | Siyuan Peng, Zongze Wu, Wentao Ma, Badong Chen |
| 2017 | ICNC | Robust diffusion estimation algorithm via genearlized cauchy loss function over distributed network. | Wentao Ma, Jiandong Duan, Ning Li, Darui Zhu |
| 2016 | ICPADS | CC-Paxos: Integrating Consistency and Reliability in Wide-Area Storage Systems. | Yili Gong, Chuang Hu, Wentao Ma, Wenjie Wang |
| 2015 | ICASSP | Sparsity aware minimum error entropy algorithms. | Wentao Ma, Hua Qu, Ji-hong Zhao, Badong Chen, Jos C. Prncipe |
| 2014 | IJCNN | Kernel robust mixed-norm adaptive filtering. | Jin Liu, Hua Qu, Badong Chen, Wentao Ma |
| 2013 | NPC | Speeding Up Galois Field Arithmetic on Intel MIC Architecture. | Kai Feng, Wentao Ma, Wei Huang, Qing Zhang, Yili Gong |
| 2012 | SEKE | Identification of Design Patterns Using Dependence Analysis. | Wentao Ma, Xiaoyu Zhou, Xiaofang Qi, Ju Qian, Lei Xu, Rui Yang |