| 2026 | AAAI | Offline Fictitious Self-Play for Competitive Games. | Jingxiao Chen, Weiji Xie, Weinan Zhang, Yong Yu, Ying Wen |
| 2026 | ACL | Progra: Progress-Aware Reinforcement Learning for Multi-Turn Function Calling. | Huacan Chai, Zijie Cao, Maolin Ran, Yingxuan Yang, Jianghao Lin, Xin Peng, Hairui Wang, Renjie Ding, Ziyu Wan, Muning Wen, Weiwen Liu, Weinan Zhang, Fei Huang, Ying Wen |
| 2026 | ACL | ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling. | Jianghao Lin, Yuanyuan Shi, Xin Peng, Renjie Ding, Hairui Wang, Yuxuan Peng, Bizhe Bai, Weixi Song, Fengshuo Bai, Huacan Chai, Weinan Zhang, Fei Huang, Ying Wen |
| 2026 | ACL | Model-Based Imaginative Planning for Embodied Agents. | Junru Song, Hengzhe Jin, Yucong Huang, Tingsong Jiang, Weien Zhou, Feifei Wang, Yang Yang, Ying Wen, Wen Yao |
| 2025 | AAAI | RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors. | Fengshuo Bai, Runze Liu, Yali Du, Ying Wen, Yaodong Yang |
| 2025 | AAAI | M²RL-Net: Multi-View and Multi-Level Relation Learning Network for Weakly-Supervised Image Forgery Detection. | Jiafeng Li, Ying Wen, Lianghua He |
| 2025 | AAAI | AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images. | Yihang Liu, Lianghua He, Ying Wen, Longzhen Yang, Hongzhou Chen |
| 2025 | ACL | Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning. | Jiachen Zhu, Congmin Zheng, Jianghao Lin, Kounianhua Du, Ying Wen, Yong Yu, Jun Wang, Weinan Zhang |
| 2025 | ACL | Leveraging Dual Process Theory in Language Agent Framework for Real-time Simultaneous Human-AI Collaboration. | Shao Zhang, Xihuai Wang, Wenhao Zhang, Chaoran Li, Junru Song, Tingyu Li, Lin Qiu, Xuezhi Cao, Xunliang Cai, Wen Yao, Weinan Zhang, Xinbing Wang, Ying Wen |
| 2025 | ECAI | Fusion-PSRO: Nash Policy Fusion for Policy Space Response Oracles. | Jiesong Lian, Yucong Huang, Chengdong Ma, Mingzhi Wang, Ying Wen, Long Hu, Yixue Hao |
| 2025 | ICASSP | Self-Optimization Training for Weakly Supervised Image Manipulation Localization. | Zhangchen Zhu, Jiafeng Li, Ying Wen |
| 2025 | ICCV | CoSMIC: Continual Self-Supervised Learning for Multi-Domain Medical Imaging Via Conditional Mutual Information Maximization. | Yihang Liu, Ying Wen, Longzhen Yang, Lianghua He, Heng Tao Shen |
| 2024 | AAAI | EAN: An Efficient Attention Module Guided by Normalization for Deep Neural Networks. | Jiafeng Li, Zelin Li, Ying Wen |
| 2024 | AAAI | Critic-Guided Decision Transformer for Offline Reinforcement Learning. | Yuanfu Wang, Chao Yang, Ying Wen, Yu Liu, Yu Qiao |
| 2024 | CVPR | IIRP-Net: Iterative Inference Residual Pyramid Network for Enhanced Image Registration. | Tai Ma, Suwei Zhang, Jiafeng Li, Ying Wen |
| 2024 | HCI | How to Present Paired Information on the HUD Interface: The Effects of Horizontal and Vertical Angles on Object Discrimination. | Ying Zhou, Ying Wen, Liu Tang, Yan Ge |
| 2024 | ICML | DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning. | Siyuan Guo, Cheng Deng, Ying Wen, Hechang Chen, Yi Chang, Jun Wang |
| 2024 | ICML | AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training. | Ziyu Wan, Xidong Feng, Muning Wen, Stephen Marcus McAleer, Ying Wen, Weinan Zhang, Jun Wang |
| 2024 | SIGIR | TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision. | Ruiwen Zhou, Yingxuan Yang, Muning Wen, Ying Wen, Wenhao Wang, Chunling Xi, Guoqiang Xu, Yong Yu, Weinan Zhang |
| 2023 | CGI | ScaleNet: Rethinking Feature Interaction from a Scale-Wise Perspective for Medical Image Segmentation. | Yu Feng, Tai Ma, Hao Zeng, Zhengke Xu, Suwei Zhang, Ying Wen |
| 2023 | CGI | MSINET: Multi-scale Interconnection Network for Medical Image Segmentation. | Zhengke Xu, Xinxin Shan, Ying Wen |
| 2023 | CVPR | SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy. | Jiafeng Li, Ying Wen, Lianghua He |
| 2023 | ICLR | Order Matters: Agent-by-agent Policy Optimization. | Xihuai Wang, Zheng Tian, Ziyu Wan, Ying Wen, Jun Wang, Weinan Zhang |
| 2023 | ICML | Cooperative Open-ended Learning Framework for Zero-Shot Coordination. | Yang Li, Shao Zhang, Jichen Sun, Yali Du, Ying Wen, Xinbing Wang, Wei Pan |
| 2023 | ICML | GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models. | Hanjing Wang, Man-Kit Sit, Congjie He, Ying Wen, Weinan Zhang, Jun Wang, Yaodong Yang, Luo Mai |
| 2023 | MICCAI | PIViT: Large Deformation Image Registration with Pyramid-Iterative Vision Transformer. | Tai Ma, Xinru Dai, Suwei Zhang, Ying Wen |
| 2022 | ACL | Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-Speech. | Yang Li, Cheng Yu, Guangzhi Sun, Hua Jiang, Fanglei Sun, Weiqin Zu, Ying Wen, Yang Yang, Jun Wang |
| 2022 | ICASSP | Unsupervised Hierarchical Translation-Based Model for Multi-Modal Medical Image Registration. | Xinru Dai, Tai Ma, Haibin Cai, Ying Wen |
| 2022 | ICASSP | TCRNet: Make Transformer, CNN and RNN Complement Each Other. | Xinxin Shan, Tai Ma, Anqi Gu, Haibin Cai, Ying Wen |
| 2022 | ICLR | Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning. | Jakub Grudzien Kuba, Ruiqing Chen, Muning Wen, Ying Wen, Fanglei Sun, Jun Wang, Yaodong Yang |
| 2022 | ICML | Greedy when Sure and Conservative when Uncertain about the Opponents. | Haobo Fu, Ye Tian, Hongxiang Yu, Weiming Liu, Shuang Wu, Jiechao Xiong, Ying Wen, Kai Li, Junliang Xing, Qiang Fu, Wei Yang |
| 2021 | GLOBECOM | MAFENN: Multi-Agent Feedback Enabled Neural Network for Wireless Channel Equalization. | Yang Li, Fanglei Sun, Weiqin Zu, Wenbin Song, Ying Wen, Jun Wang, Yang Yang, Kai Li, Liantao Wu |
| 2021 | ICASSP | A New Framework Based on Transfer Learning for Cross-Database Pneumonia Detection. | Xinxin Shan, Ying Wen |
| 2021 | ICML | Learning in Nonzero-Sum Stochastic Games with Potentials. | David Henry Mguni, Yutong Wu, Yali Du, Yaodong Yang, Ziyi Wang, Minne Li, Ying Wen, Joel Jennings, Jun Wang |
| 2021 | ICML | Modelling Behavioural Diversity for Learning in Open-Ended Games. | Nicolas Perez Nieves, Yaodong Yang, Oliver Slumbers, David Henry Mguni, Ying Wen, Jun Wang |
| 2021 | MICCAI | A Coherent Cooperative Learning Framework Based on Transfer Learning for Unsupervised Cross-Domain Classification. | Xinxin Shan, Ying Wen, Qingli Li, Yue Lu, Haibin Cai |
| 2021 | MMM | Gaussian Mixture Model Based Semi-supervised Sparse Representation for Face Recognition. | Xinxin Shan, Ying Wen |
| 2020 | AAAI | Segmenting Medical MRI via Recurrent Decoding Cell. | Ying Wen, Kai Xie, Lianghua He |
| 2020 | CoRL | SMARTS: An Open-Source Scalable Multi-Agent RL Training School for Autonomous Driving. | Ming Zhou, Jun Luo, Julian Villela, Yaodong Yang, David Rusu, Jiayu Miao, Weinan Zhang, Montgomery Alban, Iman Fadakar, Zheng Chen, Chongxi Huang, Ying Wen, Kimia Hassanzadeh, Daniel Graves, Zhengbang Zhu, Yihan Ni, Nhat M. Nguyen, Mohamed Elsayed, Haitham Ammar, Alexander I. Cowen-Rivers, Sanjeevan Ahilan, Zheng Tian, Daniel Palenicek, Kasra Rezaee, Peyman Yadmellat, Kun Shao, Dong Chen, Baokuan Zhang, Hongbo Zhang, Jianye Hao, Wulong Liu, Jun Wang |
| 2020 | ICML | Multi-Agent Determinantal Q-Learning. | Yaodong Yang, Ying Wen, Jun Wang, Liheng Chen, Kun Shao, David Mguni, Weinan Zhang |
| 2020 | IJCAI | Modelling Bounded Rationality in Multi-Agent Interactions by Generalized Recursive Reasoning. | Ying Wen, Yaodong Yang, Jun Wang |
| 2020 | ISVC | Nonlocal Adaptive Biharmonic Regularizer for Image Restoration. | Ying Wen, Luminita A. Vese |
| 2019 | ICASSP | A Novel Fractional Order Derivate Based Log-demons with Driving Force for High Accurate Image Registration. | Cheng Xu, Ying Wen, Bing He |
| 2019 | ICDM | Know Your Enemies and Know Yourself in the Real-Time Bidding Function Optimisation. | Manxing Du, Alexander I. Cowen-Rivers, Ying Wen, Phu Sakulwongtana, Jun Wang, Mats Brorsson, Radu State |
| 2019 | ICIP | LSTM-MA: A LSTM Method with Multi-Modality and Adjacency Constraint for Brain Image Segmentation. | Kai Xie, Ying Wen |
| 2019 | ICLR | Probabilistic Recursive Reasoning for Multi-Agent Reinforcement Learning. | Ying Wen, Yaodong Yang, Rui Luo, Jun Wang, Wei Pan |
| 2019 | IJCAI | A Regularized Opponent Model with Maximum Entropy Objective. | Zheng Tian, Ying Wen, Zhichen Gong, Faiz Punakkath, Shihao Zou, Jun Wang |
| 2018 | ICASSP | Sparse Low-Rank Component Coding for Face Recognition with Illumination And Corruption. | Shicheng Yang, Ying Wen, Lianghua He |
| 2018 | ICONIP | Adaptive Fuzzy Clustering Algorithm with Local Information and Markov Random Field for Image Segmentation. | Jialiang Hu, Ying Wen |
| 2018 | PRICAI | Inertial Constrained Hierarchical Belief Propagation for Optical Flow. | Zixing Zhang, Ying Wen |
| 2017 | ICASSP | A novel dictionary based SRC for face recognition. | Ying Wen |
| 2017 | ICIP | A novel SRC based method for face recognition with low quality images. | Shicheng Yang, Ying Wen |
| 2016 | ICDM | Product-Based Neural Networks for User Response Prediction. | Yanru Qu, Han Cai, Kan Ren, Weinan Zhang, Yong Yu, Ying Wen, Jun Wang |
| 2016 | IJCNN | Face recognition using locality sparsity preserving projections. | Ying Wen, Shicheng Yang, Lili Hou, Hongda Zhang |
| 2016 | IJCNN | Log-Demons with driving force for large deformation image registration. | Le Zhang, Ying Wen |
| 2015 | ICDAR | Using multiple sequence alignment and statistical language model to integrate multiple Chinese address recognition outputs. | Shengchang Chen, Shujing Lu, Ying Wen, Yue Lu |
| 2015 | ICDAR | Text-independent writer identification using SIFT descriptor and contour-directional feature. | Yu-Jie Xiong, Ying Wen, Patrick S. P. Wang, Yue Lu |
| 2015 | ICDAR | HoG based two-directional Dynamic Time Warping for handwritten word spotting. | Shunyi Yao, Ying Wen, Yue Lu |
| 2015 | ICIP | Scene text detection using sequential nontext filtering. | Qingqing Wang, Yue Lu, Ying Wen |
| 2015 | IJCNN | An extended fuzzy local information C-means clustering algorithm. | Lili Hou, Le Zhang, Qiuying Yang, Ying Wen |
| 2015 | IJCNN | Null space based discriminant sparse representation large margin for face recognition. | Ying Wen, Lili Hou, Lianghua He |
| 2014 | IJCNN | Zernike moments descriptor matching based symmetric optical flow for motion estimation and image registration. | Qiuying Yang, Ying Wen |
| 2013 | IJCNN | A highly accurate, optical flow-based algorithm for nonlinear spatial normalization of diffusion tensor images. | Ying Wen, Bradley S. Peterson, Dongrong Xu |
| 2012 | ICASSP | Discriminative common vectors based on the Gram-Schmidt reorthogonalization for the small sample size problem. | Ying Wen, Lianghua He, Yue Lu |
| 2012 | MICCAI | Spatial Normalization of Diffusion Tensor Images with Voxel-Wise Reconstruction of the Diffusion Gradient Direction. | Wei Liu, Xiaozheng Liu, Xiaofu He, Zhenyu Zhou, Ying Wen, Yongdi Zhou, Bradley S. Peterson, Dongrong Xu |
| 2010 | ICIP | An improved locally linear embedding for sparse data sets. | Ying Wen, Zhenyu Zhou, Xunheng Wang, Yudong Zhang, Renhua Wu |
| 2008 | ICASSP | A novel classifier for handwritten numeral recognition. | Ying Wen, Pengfei Shi |
| 2007 | ICASSP | Image PCA: A New Approach for Face Recognition. | Ying Wen, Pengfei Shi |