Adaptive Job Scheduling for a Service Grid Using a Genetic Algorithm. - Yang Gao 001; Hongqiang Rong; Frank Tong; Zongwei Luo; Joshua Zhexue Huang (GCC (2), 2003)

How to Choose the Optimal Policy in Multi-agent Belief Revision? - Yang Gao 001; Zhaochun Sun; Ning Li (RSFDGrC, 2003)

Mining Web Sequential Patterns Using Reinforcement Learning. - Ning Li; Yang Gao 001; Guifeng Tang; Shifu Chen (APWeb, 2004)

Meta-game Equilibrium for Multi-agent Reinforcement Learning. - Yang Gao 001; Joshua Zhexue Huang; Hongqiang Rong; Zhi-Hua Zhou (Australian Conference on Artificial Intelligence, 2004)

Believability Based Iterated Belief Revision. - Pei Yang; Yang Gao 001; Zhaoqian Chen; Shifu Chen (PRICAI, 2004)

SCGA: Controlling Genetic Algorithms with Sarsa(0). - Fei Chen; Yang Gao 001; Zhaoqian Chen; Shifu Chen (CIMCA/IAWTIC, 2005)

K-Cluster Algorithm for Automatic Discovery of Subgoals in Reinforcement Learning. - Ben-Nian Wang; Yang Gao 001; Zhaoqian Chen; Jun-Yuan Xie; Shifu Chen (CIMCA/IAWTIC, 2005)

Mapping Web Usage Patterns to MDP Model and Mining with Reinforcement Learning. - Yang Gao 001; Zongwei Luo; Ning Li (FSKD (2), 2005)

Learning classifier system ensemble for data mining. - Yang Gao 001; Joshua Zhexue Huang; Hongqiang Rong; Daqian Gu (GECCO Workshops, 2005)

Incremental gradient descent imputation method for missing data in learning classifier systems. - Daqian Gu; Yang Gao 001 (GECCO Workshops, 2005)

An Efficient Adaptive Focused Crawler Based on Ontology Learning. - Chang Su; Yang Gao 001; Jianmei Yang; Bin Luo 003 (HIS, 2005)

LMRL: A Multi-Agent Reinforcement Learning Model and Algorithm. - Ben-Nian Wang; Yang Gao 001; Zhaoqian Chen; Jun-Yuan Xie; Shifu Chen (ICITA (1), 2005)

Towards Efficient Selection of Web Services with Reinforcement Learning Process. - Dongjun Cai; Zongwei Luo; Kun Qian; Yang Gao 001 (ICTAI, 2005)

Applying Neural Network to Reinforcement Learning in Continuous Spaces. - Dongli Wang; Yang Gao 001; Pei Yang (ISNN (1), 2005)

LCSE: Learning Classifier System Ensemble for Incremental Medical Instances. - Yang Gao 001; Joshua Zhexue Huang; Hongqiang Rong; Daqian Gu (IWLCS, 2005)

Feedback based Dynamic Autonomous Web Service Composition. - Xun Liu; Yang Gao 001; Dong Shao; Ruili Wang (SKG, 2005)

Adaptive grid job scheduling with genetic algorithms. - Yang Gao 001; Hongqiang Rong; Joshua Zhexue Huang (Future Gener. Comput. Syst., 2005)

Ensemble Learning Classifier System and Compact Ruleset. - Yang Gao 001; Lei Wu; Joshua Zhexue Huang (SEAL, 2006)

Connect-Based Subgoal Discovery for Options in Hierarchical Reinforcement Learning. - Fei Chen; Yang Gao 001; Shifu Chen; Zhenduo Ma (ICNC (4), 2007)

An Tableau Automated Theorem Proving Method Using Logical Reinforcement Learning. - Quan Liu 004; Yang Gao 001; Zhiming Cui; WangShu Yao; ZhongWen Chen (ISICA, 2007)

Learning classifier system ensemble and compact rule set. - Yang Gao 001; Joshua Zhexue Huang; Lei Wu (Connect. Sci., 2007)

A two-layered multi-agent reinforcement learning model and algorithm. - Ben-Nian Wang; Yang Gao 001; Zhaoqian Chen; Jun-Yuan Xie; Shifu Chen (J. Netw. Comput. Appl., 2007)

Clustering with XCS on Complex Structure Dataset. - Liangdong Shi; Yang Gao 001; Lei Wu; Lin Shang 001 (Australasian Conference on Artificial Intelligence, 2008)

Multi-class Multi-instance Learning for Lung Cancer Image Classification Based on Bag Feature Selection. - Liang Zhu; Bo Zhao; Yang Gao 001 (FSKD (2), 2008)

Reinforcement Learning with Markov Logic Networks. - Weiwei Wang 002; Yang Gao 001; Xingguo Chen; Shen Ge (MICAI, 2008)

Intelligent Systems in Nanjing University. - Yang Gao 001; Lin Shang 001; Yubin Yang (IEEE Intell. Informatics Bull., 2008)

Probabilistic Seeking Prediction in P2P VoD Systems. - Weiwei Wang 002; Tianyin Xu; Yang Gao 001; Sanglu Lu (Australasian Conference on Artificial Intelligence, 2009)

Apply ant colony optimization to Tetris. - Xingguo Chen; Hao Wang 013; Weiwei Wang 002; Yinghuan Shi; Yang Gao 001 (GECCO, 2009)

Syllable nucleus Durations Estimation using Linear Regression based ensemble model. - Jingli Lu; Ruili Wang; Liyanage C. De Silva; Yang Gao 001 (ICASSP, 2009)

Prediction-Based Prefetching to Support VCR-like Operations in Gossip-Based P2P VoD Systems. - Tianyin Xu; Weiwei Wang 002; Baoliu Ye; Wenzhong Li; Sanglu Lu; Yang Gao 001 (ICPADS, 2009)

Clustering with XCS and Agglomerative Rule Merging. - Liangdong Shi; Yinghuan Shi; Yang Gao 001 (IDEAL, 2009)

3D Scene Analysis Using UIMA Framework. - Yubin Yang; Wei Wei; Tong Lu; Yang Gao 001; Yao Zhang 002; Chunsheng Yang (IEA/AIE, 2009)

Research on a novel SAW actuator of Floating Electrode Unidirectional Transducer. - Junfeng Zhang; Yigui Li; Chun Hui; Yumei Xing; Yang Gao 001 (NEMS, 2009)

Detecting Abnormal Events via Hierarchical Dirichlet Processes. - Xian-Xing Zhang; Hua Liu; Yang Gao 001; Derek Hao Hu (PAKDD, 2009)

Learning classifier system using both labeled and unlabeled data. - Chi Su; Yang Gao 001; Chun Cao (GECCO, 2010)

Real-Time Abnormal Event Detection in Complicated Scenes. - Yinghuan Shi; Yang Gao 001; Ruili Wang (ICPR, 2010)

CASTLE: a computer-assisted stress teaching and learning environment for learners of English as a second language. - Jingli Lu; Ruili Wang; Liyanage C. De Silva; Yang Gao 001; Jia Liu (INTERSPEECH, 2010)

RL-DOT: A Reinforcement Learning NPC Team for Playing Domination Games. - Hao Wang 013; Yang Gao 001; Xingguo Chen (IEEE Trans. Comput. Intell. AI Games, 2010)

P2LSA and P2LSA+: Two Paralleled Probabilistic Latent Semantic Analysis Algorithms Based on the MapReduce Model. - Yan Jin; Yang Gao 001; Yinghuan Shi; Lin Shang 001; Ruili Wang; Yubin Yang (IDEAL, 2011)

Image Region Segmentation Based on Color Coherence Quantization. - Guang-Nan He; Yubin Yang; Yao Zhang 002; Yang Gao 001; Lin Shang 001 (IEA/AIE (1), 2011)

A Relevance Feedback Framework for Image Retrieval Based on Ant Colony Algorithm. - Guang-Peng Chen; Yu-Bin Yang; Yao Zhang 002; Ling-Yan Pan; Yang Gao 001; Lin Shang 001 (ISVC (2), 2011)

Granular-Based Partial Periodic Pattern Discovery over Time Series Data. - Aibao Luo; Xiuyi Jia; Lin Shang 001; Yang Gao 001; Yubin Yang (RSKT, 2011)

Xcsc: a Novel Approach to Clustering with Extended Classifier System. - Liangdong Shi; Yinghuan Shi; Yang Gao 001; Lin Shang 001; Yubin Yang (Int. J. Neural Syst., 2011)

Opponent's Style Modeling Based on Situations for Bayesian Poker. - Ruobing Li; Wenkai Li; Lin Shang 001; Yang Gao 001; Mengjie Zhang 001 (Australasian Conference on Artificial Intelligence, 2012)

Towards a General Supporting Framework for Self-Adaptive Software Systems. - Liangdong Wang; Yang Gao 001; Chun Cao; Li Wang (COMPSAC Workshops, 2012)

MapReduce-based Closed Frequent Itemset Mining with Efficient Redundancy Filtering. - Su-Qi Wang; Yu-Bin Yang; Yang Gao 001; Guang-Peng Chen; Yao Zhang 002 (ICDM Workshops, 2012)

Abnormal Event Detection via Multi-Instance Dictionary Learning. - Jing Huo; Yang Gao 001; Wanqi Yang; Hujun Yin (IDEAL, 2012)

Codebook Quantization for Image Classification Using Incremental Neural Learning and Subgraph Extraction. - Ye Tang; Yu-Bin Yang; Yang Gao 001; Yao Zhang 002; Ying-Chun Cao (IDEAL, 2012)

Constraint Programming-Based Virtual Machines Placement Algorithm in Datacenter. - Yonghong Yu; Yang Gao 001 (IIP, 2012)

Transductive Prostate Segmentation for CT Image Guided Radiotherapy. - Yinghuan Shi; Shu Liao; Yaozong Gao; Daoqiang Zhang; Yang Gao 001; Dinggang Shen (MLMI, 2012)

Self-paced dictionary learning for image classification. - Ye Tang; Yu-Bin Yang; Yang Gao 001 (ACM Multimedia, 2012)

Asymmetric exclusion process for modeling of information flow. - Mingzhe Liu; Xianguo Tuo; Zhe Li; Jianbo Yang; Yang Gao 001 (Comput. Phys. Commun., 2012)

Prostate Segmentation in CT Images via Spatial-Constrained Transductive Lasso. - Yinghuan Shi; Shu Liao; Yaozong Gao; Daoqiang Zhang; Yang Gao 001; Dinggang Shen (CVPR, 2013)

Image Super Resolution via Visual Prior Based Digital Image Characteristics. - Yusheng Jia; Wanqi Yang; Yang Gao 001; Hujun Yin; Yinghuan Shi (IDEAL, 2013)

Voting-XCSc: A Consensus Clustering Method via Learning Classifier System. - Liqiang Qian; Yinghuan Shi; Yang Gao 001; Hujun Yin (IDEAL, 2013)

A Coupled Clustering Approach for Items Recommendation. - Yonghong Yu; Can Wang 004; Yang Gao 001; Longbing Cao; Xixi Chen (PAKDD (2), 2013)

Erratum: A Coupled Clustering Approach for Items Recommendation. - Yonghong Yu; Can Wang 004; Yang Gao 001; Longbing Cao; Qianqian Chen (PAKDD (2), 2013)

Transductive cost-sensitive lung cancer image classification. - Yinghuan Shi; Yang Gao 001; Ruili Wang; Ying Zhang; Dong Wang 038 (Appl. Intell., 2013)

Video Behavior Analysis Using Topic Models and Rough Sets [Applications Notes]. - Liang Zhao; Lin Shang 001; Yang Gao 001; Yubin Yang; Xiuyi Jia (IEEE Comput. Intell. Mag., 2013)

TRASMIL: A local anomaly detection framework based on trajectory segmentation and multi-instance learning. - Wanqi Yang; Yang Gao 001; Longbing Cao (Comput. Vis. Image Underst., 2013)

Visual word coding based on difference maximization. - Yu-Bin Yang; Ling-Yan Pan; Yang Gao 001; Guang-Nan He; Yao Zhang 002 (Neurocomputing, 2013)

Multimodal Sparse Representation-Based Classification for Lung Needle Biopsy Images. - Yinghuan Shi; Yang Gao 001; Yubin Yang; Ying Zhang; Dong Wang 038 (IEEE Trans. Biomed. Eng., 2013)

Online Selective Kernel-Based Temporal Difference Learning. - Xingguo Chen; Yang Gao 001; Ruili Wang (IEEE Trans. Neural Networks Learn. Syst., 2013)

Adaptive support framework for wisdom web of things. - Yang Gao 001; Mufeng Lin; Ruili Wang (World Wide Web, 2013)

Joint Coupled-Feature Representation and Coupled Boosting for AD Diagnosis. - Yinghuan Shi; Heung-Il Suk; Yang Gao 001; Dinggang Shen (CVPR, 2014)

A Novel Ego-Centered Academic Community Detection Approach via Factor Graph Model. - Yusheng Jia; Yang Gao 001; Wanqi Yang; Jing Huo; Yinghuan Shi (IDEAL, 2014)

mPadal: a joint local-and-global multi-view feature selection method for activity recognition. - Wanqi Yang; Yang Gao 001; Longbing Cao; Ming Yang 014; Yinghuan Shi (Appl. Intell., 2014)

Attributes Coupling based Item Enhanced Matrix Factorization Technique for Recommender Systems. - Yonghong Yu; Can Wang 004; Yang Gao 001 (CoRR, 2014)

WaaS: Wisdom as a Service. - Jianhui Chen; Jianhua Ma 002; Ning Zhong 001; Yiyu Yao; Jiming Liu 001; Runhe Huang; Wenbin Li 008; Zhisheng Huang; Yang Gao 001; Jianping Cao (IEEE Intell. Syst., 2014)

Multi-Instance Dictionary Learning for Detecting Abnormal Events in Surveillance Videos. - Jing Huo; Yang Gao 001; Wanqi Yang; Hujun Yin (Int. J. Neural Syst., 2014)

Structurally Enhanced Incremental Neural Learning for Image Classification with Subgraph Extraction. - Yu-Bin Yang; Ya-Nan Li; Yang Gao 001; Hujun Yin; Ye Tang (Int. J. Neural Syst., 2014)

Local histogram specification for face recognition under varying lighting conditions. - Hui-Dong Liu; Ming Yang 014; Yang Gao 001; Chunyan Cui (Image Vis. Comput., 2014)

Bilinear discriminative dictionary learning for face recognition. - Hui-Dong Liu; Ming Yang 014; Yang Gao 001; Yilong Yin; Liang Chen (Pattern Recognit., 2014)

Fast Local Histogram Specification. - Hui-Dong Liu; Ming Yang 014; Yang Gao 001; Longbing Cao (IEEE Trans. Circuits Syst. Video Technol., 2014)

Pairwise Costs in Semisupervised Discriminant Analysis for Face Recognition. - Jianwu Wan; Ming Yang 014; Yang Gao 001; Yin-Juan Chen (IEEE Trans. Inf. Forensics Secur., 2014)

Learning in Multi-agent Systems with Sparse Interactions by Knowledge Transfer and Game Abstraction. - Yujing Hu; Yang Gao 001; Bo An 001 (AAMAS, 2015)

Interactive image segmentation via cascaded metric learning. - Wenbin Li 006; Yinghuan Shi; Wanqi Yang; Hao Wang 013; Yang Gao 001 (ICIP, 2015)

Design and analysis of communication scheduling applied in water inrush perception layer of mine internet of things. - Bao-quan Jin; Qing Bai; Hong-juan Zhang; Dong Wang 038; Yang Gao 001 (Comput. Syst. Sci. Eng., 2015)

Semi-Automatic Segmentation of Prostate in CT Images via Coupled Feature Representation and Spatial-Constrained Transductive Lasso. - Yinghuan Shi; Yaozong Gao; Shu Liao; Daoqiang Zhang; Yang Gao 001; Dinggang Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Multiagent Reinforcement Learning With Unshared Value Functions. - Yujing Hu; Yang Gao 001; Bo An 001 (IEEE Trans. Cybern., 2015)

Accelerating Multiagent Reinforcement Learning by Equilibrium Transfer. - Yujing Hu; Yang Gao 001; Bo An 001 (IEEE Trans. Cybern., 2015)

MRM-Lasso: A Sparse Multiview Feature Selection Method via Low-Rank Analysis. - Wanqi Yang; Yang Gao 001; Yinghuan Shi; Longbing Cao (IEEE Trans. Neural Networks Learn. Syst., 2015)

WaaS - Wisdom as a Service. - Jianhui Chen; Jianhua Ma 002; Ning Zhong 001; Yiyu Yao; Jiming Liu 001; Runhe Huang; Wenbin Li 008; Zhisheng Huang; Yang Gao 001 (Semantic Web Technologies for Intelligent Engineering Applications, 2016)

Efficient Average Reward Reinforcement Learning Using Constant Shifting Values. - Shangdong Yang; Yang Gao 001; Bo An 001; Hao Wang 013; Xingguo Chen (AAAI, 2016)

Measuring the Distance Between Finite Markov Decision Processes. - Jinhua Song; Yang Gao 001; Hao Wang 013; Bo An 001 (AAMAS, 2016)

A Fast Distributed Classification Algorithm for Large-Scale Imbalanced Data. - Huihui Wang; Yang Gao 001; Yinghuan Shi; Hao Wang 013 (ICDM, 2016)

A Novel Multi-objective Bionic Algorithm Based on Plant Root System Growth Mechanism. - Lianbo Ma; Xu Li; Jia Liu; Yang Gao 001 (ICIC (3), 2016)

Grouping Parallel Bayesian Network Structure Learning Algorithm Based on Variable Ordering. - Xiaolong Qi; Yinghuan Shi; Hao Wang 013; Yang Gao 001 (IDEAL, 2016)

Multi-view Subspace Clustering via a Global Low-Rank Affinity Matrix. - Lei Qi 001; Yinghuan Shi; Huihui Wang; Wanqi Yang; Yang Gao 001 (IDEAL, 2016)

Incremental Nonnegative Matrix Factorization Based on Matrix Sketching and k-means Clustering. - Chenyu Zhang; Hao Wang 013; Shangdong Yang; Yang Gao 001 (IDEAL, 2016)

Ensemble of Sparse Cross-Modal Metrics for Heterogeneous Face Recognition. - Jing Huo; Yang Gao 001; Yinghuan Shi; Wanqi Yang; Hujun Yin (ACM Multimedia, 2016)

A learning-based CT prostate segmentation method via joint transductive feature selection and regression. - Yinghuan Shi; Yaozong Gao; Shu Liao; Daoqiang Zhang; Yang Gao 001; Dinggang Shen (Neurocomputing, 2016)

Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks. - Yinghuan Shi; Wenbin Li 006; Yang Gao 001; Longbing Cao; Dinggang Shen (AAAI, 2017)

Revisiting Metric Learning for SPD Matrix Based Visual Representation. - Luping Zhou; Lei Wang 001; Jianjia Zhang; Yinghuan Shi; Yang Gao 001 (CVPR, 2017)

Cost-Sensitive Alternating Direction Method of Multipliers for Large-Scale Classification. - Huihui Wang; Yinghuan Shi; Xingguo Chen; Yang Gao 001 (IDEAL, 2017)

Does Manual Delineation only Provide the Side Information in CT Prostate Segmentation? - Yinghuan Shi; Wanqi Yang; Yang Gao 001; Dinggang Shen (MICCAI (3), 2017)

A Point Says a Lot: An Interactive Segmentation Method for MR Prostate via One-Point Labeling. - Jinquan Sun; Yinghuan Shi; Yang Gao 001; Dinggang Shen (MLMI@MICCAI, 2017)

Variation Robust Cross-Modal Metric Learning for Caricature Recognition. - Jing Huo; Yang Gao 001; Yinghuan Shi; Hujun Yin (ACM Multimedia (Thematic Workshops), 2017)

Exploiting Location Significance and User Authority for Point-of-Interest Recommendation. - Yonghong Yu; Hao Wang 013; Shuanzhu Sun; Yang Gao 001 (PAKDD (2), 2017)

Attributes coupling based matrix factorization for item recommendation. - Yonghong Yu; Can Wang 004; Hao Wang 013; Yang Gao 001 (Appl. Intell., 2017)

WebCaricature: a benchmark for caricature face recognition. - Jing Huo; Wenbin Li 006; Yinghuan Shi; Yang Gao 001; Hujun Yin (CoRR, 2017)

Classification of high-dimensional evolving data streams via a resource-efficient online ensemble. - Tingting Zhai; Yang Gao 001; Hao Wang 013; Longbing Cao (Data Min. Knowl. Discov., 2017)

Anti-disturbance proportional integral attitude control and stabilization of rolling hydraulic position system. - Lishuang Gong; Bao-quan Jin; Hong-juan Zhang; Yang Gao 001; Dong Wang 038; Yu Wang 048 (J. Syst. Control. Eng., 2017)

Group-Based Alternating Direction Method of Multipliers for Distributed Linear Classification. - Huihui Wang; Yang Gao 001; Yinghuan Shi; Ruili Wang (IEEE Trans. Cybern., 2017)

Multiagent Reinforcement Learning With Sparse Interactions by Negotiation and Knowledge Transfer. - Luowei Zhou; Pei Yang; Chunlin Chen; Yang Gao 001 (IEEE Trans. Cybern., 2017)

A Joint Local and Global Deep Metric Learning Method for Caricature Recognition. - Wenbin Li 006; Jing Huo; Yinghuan Shi; Yang Gao 001; Lei Wang 001; Jiebo Luo 001 (ACCV (4), 2018)

An Optimal Algorithm for the Stochastic Bandits with Knowing Near-optimal Mean Reward. - Shangdong Yang; Hao Wang 013; Yang Gao 001; Xingguo Chen (AAMAS, 2018)

An Incremental Approach for Sparse Bayesian Network Structure Learning. - Shuanzhu Sun; Zhong Han; Xiaolong Qi; Chunlei Zhou; Tiancheng Zhang 004; Bei Song; Yang Gao 001 (Big Data (CCF), 2018)

WebCaricature: a benchmark for caricature recognition. - Jing Huo; Wenbin Li 006; Yinghuan Shi; Yang Gao 001; Hujun Yin (BMVC, 2018)

Modelling Diffusion Process by Deep Neural Networks for Image Retrieval. - Yan Zhao 019; Lei Wang 001; Luping Zhou; Yinghuan Shi; Yang Gao 001 (BMVC, 2018)

A Novel Image-Specific Transfer Approach for Prostate Segmentation in MR Images. - Pinzhuo Tian; Lei Qi 001; Yinghuan Shi; Luping Zhou; Yang Gao 001; Dinggang Sheri (ICASSP, 2018)

Feature Learning and Transfer Performance Prediction for Video Reinforcement Learning Tasks via a Siamese Convolutional Neural Network. - Jinhua Song; Yang Gao 001; Hao Wang 013 (ICONIP (1), 2018)

A Novel Two-Stage Deep Method for Mitosis Detection in Breast Cancer Histology Images. - Minglin Ma; Yinghuan Shi; Wenbin Li 006; Yang Gao 001; Jun Xu (ICPR, 2018)

A Novel Automatic Context-Based Similarity Metric for Local Outlier Detection Tasks. - Fan Meng; Yang Gao 001; Ruili Wang (ICTAI, 2018)

Online Feature Selection by Adaptive Sub-gradient Methods. - Tingting Zhai; Hao Wang 013; Frédéric Koriche; Yang Gao 001 (ECML/PKDD (2), 2018)

Joint Multi-field Siamese Recurrent Neural Network for Entity Resolution. - Yang Lv; Lei Qi 001; Jing Huo; Hao Wang 013; Yang Gao 001 (PRICAI, 2018)

MaskReID: A Mask Based Deep Ranking Neural Network for Person Re-identification. - Lei Qi 001; Jing Huo; Lei Wang 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2018)

Cross-Domain Adversarial Auto-Encoder. - Haodi Hou; Jing Huo; Yang Gao 001 (CoRR, 2018)

Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning. - Jinquan Sun; Yinghuan Shi; Yang Gao 001; Lei Wang 001; Luping Zhou; Wanqi Yang; Dinggang Shen (CoRR, 2018)

Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images. - Qian Yu; Yinghuan Shi; Jinquan Sun; Yang Gao 001; Yakang Dai; Jianbing Zhu (CoRR, 2018)

Online Deep Metric Learning. - Wenbin Li 006; Jing Huo; Yinghuan Shi; Yang Gao 001; Lei Wang 001; Jiebo Luo 001 (CoRR, 2018)

Online multi-view subspace learning via group structure analysis for visual object tracking. - Wanqi Yang; Yinghuan Shi; Yang Gao 001; Ming Yang 014 (Distributed Parallel Databases, 2018)

Unsupervised Joint Subspace and Dictionary Learning for Enhanced Cross-Domain Person Re-Identification. - Lei Qi 001; Jing Huo; Xiaocong Fan; Yinghuan Shi; Yang Gao 001 (IEEE J. Sel. Top. Signal Process., 2018)

Active learning with confidence-based answers for crowdsourcing labeling tasks. - Jinhua Song; Hao Wang 013; Yang Gao 001; Bo An 001 (Knowl. Based Syst., 2018)

OPML: A one-pass closed-form solution for online metric learning. - Wenbin Li 006; Yang Gao 001; Lei Wang 001; Luping Zhou; Jing Huo; Yinghuan Shi (Pattern Recognit., 2018)

Transformerless Ultrasonic Ranging System with the Feature of Intrinsic Safety for Explosive Environment. - Yu Wang 048; Yuheng Qiao; Hongjuan Zhang; Yang Gao 001; Ming Zhang; Heng Tan; Dong Wang 038; Bao-quan Jin (Sensors, 2018)

Heterogeneous Face Recognition by Margin-Based Cross-Modality Metric Learning. - Jing Huo; Yang Gao 001; Yinghuan Shi; Wanqi Yang; Hujun Yin (IEEE Trans. Cybern., 2018)

Cross-Modal Metric Learning for AUC Optimization. - Jing Huo; Yang Gao 001; Yinghuan Shi; Hujun Yin (IEEE Trans. Neural Networks Learn. Syst., 2018)

Incomplete-Data Oriented Multiview Dimension Reduction via Sparse Low-Rank Representation. - Wanqi Yang; Yinghuan Shi; Yang Gao 001; Lei Wang 001; Ming Yang 014 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Joint user knowledge and matrix factorization for recommender systems. - Yonghong Yu; Yang Gao 001; Hao Wang 013; Ruili Wang (World Wide Web, 2018)

Distribution Consistency Based Covariance Metric Networks for Few-Shot Learning. - Wenbin Li 006; Jinglin Xu; Jing Huo; Lei Wang 001; Yang Gao 001; Jiebo Luo 001 (AAAI, 2019)

Revisiting Local Descriptor Based Image-To-Class Measure for Few-Shot Learning. - Wenbin Li 006; Lei Wang 001; Jinglin Xu; Jing Huo; Yang Gao 001; Jiebo Luo 001 (CVPR, 2019)

A Novel Unsupervised Camera-Aware Domain Adaptation Framework for Person Re-Identification. - Lei Qi 001; Lei Wang 001; Jing Huo; Luping Zhou; Yinghuan Shi; Yang Gao 001 (ICCV, 2019)

A Mask Based Deep Ranking Neural Network for Person Retrieval. - Lei Qi 001; Jing Huo; Lei Wang 001; Yinghuan Shi; Yang Gao 001 (ICME, 2019)

Feature-Selected and -Preserved Sampling for High-Dimensional Stream Data Summary. - Ling Lin; Qian Yu; Wen Ji; Yang Gao 001 (ICTAI, 2019)

Accelerating Nash Q-Learning with Graphical Game Representation and Equilibrium Solving. - Yunkai Zhuang; Xingguo Chen; Yang Gao 001; Yujing Hu (ICTAI, 2019)

Value Function Transfer for Deep Multi-Agent Reinforcement Learning Based on N-Step Returns. - Yong Liu 007; Yujing Hu; Yang Gao 001; Yingfeng Chen; Changjie Fan (IJCAI, 2019)

A Novel Deep Multi-Modal Feature Fusion Method for Celebrity Video Identification. - Jianrong Chen; Li Yang; Yuanyuan Xu; Jing Huo; Yinghuan Shi; Yang Gao 001 (ACM Multimedia, 2019)

DeepMEF: A Deep Model Ensemble Framework for Video Based Multi-modal Person Identification. - Chuanqi Dong; Zheng Gu 001; Zhonghao Huang; Wen Ji; Jing Huo; Yang Gao 001 (ACM Multimedia, 2019)

Concept Drift Based Multi-dimensional Data Streams Sampling Method. - Ling Lin; Xiaolong Qi; Zhirui Zhu; Yang Gao 001 (PAKDD (1), 2019)

NeoLOD: A Novel Generalized Coupled Local Outlier Detection Model Embedded Non-IID Similarity Metric. - Fan Meng; Yang Gao 001; Jing Huo; Xiaolong Qi; Shichao Yi (PAKDD (1), 2019)

A Contextual Bandit Approach to Personalized Online Recommendation via Sparse Interactions. - Chenyu Zhang; Hao Wang 013; Shangdong Yang; Yang Gao 001 (PAKDD (2), 2019)

MIDCN: A Multiple Instance Deep Convolutional Network for Image Classification. - Kelei He; Jing Huo; Yinghuan Shi; Yang Gao 001; Dinggang Shen (PRICAI (1), 2019)

A Comprehensive Study of Optical Fiber Acoustic Sensing. - Yu Wang 048; Hongyu Yuan; Xin Liu 033; Qing Bai; Hongjuan Zhang; Yang Gao 001; Bao-quan Jin (IEEE Access, 2019)

NAS-FCOS: Fast Neural Architecture Search for Object Detection. - Ning Wang 020; Yang Gao 001; Hao Chen 041; Peng Wang 015; Zhi Tian; Chunhua Shen (CoRR, 2019)

Adversarial Camera Alignment Network for Unsupervised Cross-camera Person Re-identification. - Lei Qi 001; Lei Wang 001; Jing Huo; Yinghuan Shi; Yang Gao 001 (CoRR, 2019)

GreyReID: A Two-stream Deep Framework with RGB-grey Information for Person Re-identification. - Lei Qi 001; Lei Wang 001; Jing Huo; Yinghuan Shi; Yang Gao 001 (CoRR, 2019)

Defensive Few-shot Adversarial Learning. - Wenbin Li 006; Lei Wang 001; Xingxing Zhang; Jing Huo; Yang Gao 001; Jiebo Luo 001 (CoRR, 2019)

Learning Bayesian network structures using weakest mutual-information-first strategy. - Xiaolong Qi; Xiaocong Fan; Yang Gao 001; Yanfang Liu (Int. J. Approx. Reason., 2019)

Joint multi-label classification and label correlations with missing labels and feature selection. - Zhi-Fen He; Ming Yang 014; Yang Gao 001; Hui-Dong Liu; Yilong Yin (Knowl. Based Syst., 2019)

Recent Advances in Brillouin Optical Time Domain Reflectometry. - Qing Bai; Qinglin Wang; Dong Wang 038; Yu Wang 048; Yang Gao 001; Hongjuan Zhang; Mingjiang Zhang; Bao-quan Jin (Sensors, 2019)

Crossbar-Net: A Novel Convolutional Neural Network for Kidney Tumor Segmentation in CT Images. - Qian Yu; Yinghuan Shi; Jinquan Sun; Yang Gao 001; Jianbing Zhu; Yakang Dai (IEEE Trans. Image Process., 2019)

Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks. - Kelei He; Xiaohuan Cao; Yinghuan Shi; Dong Nie; Yang Gao 001; Dinggang Shen (IEEE Trans. Medical Imaging, 2019)

Tracking Sparse Linear Classifiers. - Tingting Zhai; Frédéric Koriche; Hao Wang 013; Yang Gao 001 (IEEE Trans. Neural Networks Learn. Syst., 2019)

Layerwise Sparse Coding for Pruned Deep Neural Networks with Extreme Compression Ratio. - Xiao Liu; Wenbin Li 006; Jing Huo; Lili Yao; Yang Gao 001 (AAAI, 2020)

Multi-Agent Game Abstraction via Graph Attention Neural Network. - Yong Liu 007; Weixun Wang; Yujing Hu; Jianye Hao; Xingguo Chen; Yang Gao 001 (AAAI, 2020)

Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation. - Pinzhuo Tian; Zhangkai Wu; Lei Qi 001; Lei Wang 001; Yinghuan Shi; Yang Gao 001 (AAAI, 2020)

From Few to More: Large-Scale Dynamic Multiagent Curriculum Learning. - Weixun Wang; Tianpei Yang; Yong Liu 007; Jianye Hao; Xiaotian Hao; Yujing Hu; Yingfeng Chen; Changjie Fan; Yang Gao 001 (AAAI, 2020)

NAS-FCOS: Fast Neural Architecture Search for Object Detection. - Ning Wang 020; Yang Gao 001; Hao Chen 041; Peng Wang 015; Zhi Tian; Chunhua Shen; Yanning Zhang 001 (CVPR, 2020)

Unsupervised Domain Attention Adaptation Network for Caricature Attribute Recognition. - Wen Ji; Kelei He; Jing Huo; Zheng Gu 001; Yang Gao 001 (ECCV (8), 2020)

Automatic Data Augmentation Via Deep Reinforcement Learning for Effective Kidney Tumor Segmentation. - Tiexin Qin; Ziyuan Wang; Kelei He; Yinghuan Shi; Yang Gao 001; Dinggang Shen (ICASSP, 2020)

Action Semantics Network: Considering the Effects of Actions in Multiagent Systems. - Weixun Wang; Tianpei Yang; Yong Liu 007; Jianye Hao; Xiaotian Hao; Yujing Hu; Yingfeng Chen; Changjie Fan; Yang Gao 001 (ICLR, 2020)

Learning Task-aware Local Representations for Few-shot Learning. - Chuanqi Dong; Wenbin Li 006; Jing Huo; Zheng Gu 001; Yang Gao 001 (IJCAI, 2020)

Asymmetric Distribution Measure for Few-shot Learning. - Wenbin Li 006; Lei Wang 001; Jing Huo; Yinghuan Shi; Yang Gao 001; Jiebo Luo 001 (IJCAI, 2020)

Biased Feature Learning for Occlusion Invariant Face Recognition. - Changbin Shao; Jing Huo; Lei Qi 001; Zhenhua Feng 001; Wenbin Li 006; Chuanqi Dong; Yang Gao 001 (IJCAI, 2020)

Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge. - Pinzhuo Tian; Lei Qi 001; Shaokang Dong; Yinghuan Shi; Yang Gao 001 (IJCAI, 2020)

Cross-Domain Adversarial Autoencoder for Fine Grained Category Preserving Image Translation. - Haodi Hou; Jing Huo; Yang Gao 001 (IJCNN, 2020)

Generalizable Semantic Segmentation via Model-agnostic Learning and Target-specific Normalization. - Jian Zhang 018; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2020)

Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation for Robust Segmentation. - Qian Yu; Yinghuan Shi; Yefeng Zheng 001; Yang Gao 001; Jianbing Zhu; Yakang Dai (CoRR, 2020)

Unsupervised Few-shot Learning via Distribution Shift-based Augmentation. - Tiexin Qin; Wenbin Li 006; Yinghuan Shi; Yang Gao 001 (CoRR, 2020)

Synergistic Learning of Lung Lobe Segmentation and Hierarchical Multi-Instance Classification for Automated Severity Assessment of COVID-19 in CT Images. - Kelei He; Wei Zhao 040; Xingzhi Xie; Wen Ji; Mingxia Liu 001; Zhenyu Tang 002; Feng Shi 001; Yang Gao 001; Jun Liu 075; Junfeng Zhang; Dinggang Shen (CoRR, 2020)

TripletUNet: Multi-Task U-Net with Online Voxel-Wise Learning for Precise CT Prostate Segmentation. - Kelei He; Chunfeng Lian; Ehsan Adeli 001; Jing Huo; Yinghuan Shi; Yang Gao 001; Bing Zhang 012; Junfeng Zhang; Dinggang Shen (CoRR, 2020)

HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation. - Kelei He; Chunfeng Lian; Bing Zhang 012; Xin Zhang 013; Xiaohuan Cao; Dong Nie; Yang Gao 001; Junfeng Zhang; Dinggang Shen (CoRR, 2020)

Contextual Bandits With Hidden Features to Online Recommendation via Sparse Interactions. - Shangdong Yang; Hao Wang 013; Chenyu Zhang; Yang Gao 001 (IEEE Intell. Syst., 2020)

A novel fault propagation path identification inference algorithm using parent nodes filter. - Shuanzhu Sun; Zhangkai Wu; Chunlei Zhou; Xiaolong Qi; Bei Song; Yang Gao 001 (Int. J. Data Sci. Anal., 2020)

Research on distribution network reconfiguration based on microgrid. - Xuejie Wang; Yanchao Ji; Jianze Wang; Yang Gao 001; Lei Qi 006 (J. Ambient Intell. Humaniz. Comput., 2020)

Robust neighborhood embedding for unsupervised feature selection. - Yanfang Liu; Dongyi Ye; Wenbin Li 006; Huihui Wang; Yang Gao 001 (Knowl. Based Syst., 2020)

CariGAN: Caricature generation through weakly paired adversarial learning. - Wenbin Li 006; Wei Xiong 008; Haofu Liao; Jing Huo; Yang Gao 001; Jiebo Luo 001 (Neural Networks, 2020)

A Universal Method of Linear Approximation With Controllable Error for the Efficient Implementation of Transcendental Functions. - Huaqing Sun; Yuanyong Luo; Yajun Ha; Yinghuan Shi; Yang Gao 001; Qinghong Shen; Hongbing Pan (IEEE Trans. Circuits Syst. I Regul. Pap., 2020)

Progressive Cross-Camera Soft-Label Learning for Semi-Supervised Person Re-Identification. - Lei Qi 001; Lei Wang 001; Jing Huo; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

An Effective MR-Guided CT Network Training for Segmenting Prostate in CT Images. - Wanqi Yang; Yinghuan Shi; Sang Hyun Park 004; Ming Yang 014; Yang Gao 001; Dinggang Shen (IEEE J. Biomed. Health Informatics, 2020)

Leveraging Coupled Interaction for Multimodal Alzheimer's Disease Diagnosis. - Yinghuan Shi; Heung-Il Suk; Yang Gao 001; Seong-Whan Lee; Dinggang Shen (IEEE Trans. Neural Networks Learn. Syst., 2020)

LoFGAN: Fusing Local Representations for Few-shot Image Generation. - Zheng Gu 001; Wenbin Li 006; Jing Huo; Lei Wang 001; Yang Gao 001 (ICCV, 2021)

Manifold Alignment for Semantically Aligned Style Transfer. - Jing Huo; Shiyin Jin; Wenbin Li 006; Jing Wu 004; Yu-Kun Lai; Yinghuan Shi; Yang Gao 001 (ICCV, 2021)

Mining Latent Classes for Few-shot Segmentation. - Lihe Yang; Wei Zhuo; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (ICCV, 2021)

Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration. - Lulu Zheng; Jiarui Chen; Jianhao Wang; Jiamin He; Yujing Hu; Yingfeng Chen; Changjie Fan; Yang Gao 001; Chongjie Zhang (NeurIPS, 2021)

Interactive medical image segmentation via a point-based interaction. - Jian Zhang; Yinghuan Shi; Jinquan Sun; Lei Wang 001; Luping Zhou; Yang Gao 001; Dinggang Shen (Artif. Intell. Medicine, 2021)

Parameter identification of DC arc models using chaotic quantum cuckoo search. - Zhendong Yin; Li Wang 053; Yaojia Zhang; Yang Gao 001 (Appl. Soft Comput., 2021)

CAT: Cross-Attention Transformer for One-Shot Object Detection. - Weidong Lin; Yuyan Deng; Yang Gao 001; Ning Wang 020; Jinghao Zhou; Lingqiao Liu; Lei Zhang 054; Peng Wang 015 (CoRR, 2021)

Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation. - Kelei He; Wen Ji; Tao Zhou 002; Zhuoyuan Li; Jing Huo; Xin Zhang 013; Yang Gao 001; Dinggang Shen; Bing Zhang 012; Junfeng Zhang (CoRR, 2021)

ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation. - Lihe Yang; Wei Zhuo; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2021)

Triplet is All You Need with Random Mappings for Unsupervised Visual Representation Learning. - Wenbin Li 006; Xuesong Yang; Meihao Kong; Lei Wang 001; Jing Huo; Yang Gao 001; Jiebo Luo 001 (CoRR, 2021)

Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions. - Qian Yu; Lei Qi 001; Luping Zhou; Lei Wang 001; Yilong Yin; Yinghuan Shi; Wuzhang Wang; Yang Gao 001 (CoRR, 2021)

Domain Generalization via Progressive Layer-wise and Channel-wise Dropout. - Jintao Guo; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2021)

More is Better: A Novel Multi-view Framework for Domain Generalization. - Jian Zhang 018; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2021)

Learning 3D face reconstruction from a single sketch. - Li Yang; Jing Wu 004; Jing Huo; Yu-Kun Lai; Yang Gao 001 (Graph. Model., 2021)

NAS-FCOS: Efficient Search for Object Detection Architectures. - Ning Wang 020; Yang Gao 001; Hao Chen 041; Peng Wang 015; Zhi Tian; Chunhua Shen; Yanning Zhang 001 (Int. J. Comput. Vis., 2021)

Mutual-information-inspired heuristics for constraint-based causal structure learning. - Xiaolong Qi; Xiaocong Fan; Huiling Wang; Ling Lin; Yang Gao 001 (Inf. Sci., 2021)

MetricUNet: Synergistic image- and voxel-level learning for precise prostate segmentation via online sampling. - Kelei He; Chunfeng Lian; Ehsan Adeli 001; Jing Huo; Yang Gao 001; Bing Zhang 012; Junfeng Zhang; Dinggang Shen (Medical Image Anal., 2021)

A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning. - Zekun Li 010; Wei Zhao 040; Feng Shi 001; Lei Qi 001; Xingzhi Xie; Ying Wei 009; Zhongxiang Ding; Yang Gao 001; Shangjie Wu; Jun Liu 075; Yinghuan Shi; Dinggang Shen (Medical Image Anal., 2021)

Multiset Feature Learning for Highly Imbalanced Data Classification. - Xiao-Yuan Jing; Xinyu Zhang 012; Xiaoke Zhu; Fei Wu 004; Xinge You; Yang Gao 001; Shiguang Shan; Jing-yu Yang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images. - Kelei He; Wei Zhao 040; Xingzhi Xie; Wen Ji; Mingxia Liu 001; Zhenyu Tang 002; Yinghuan Shi; Feng Shi 001; Yang Gao 001; Jun Liu 075; Junfeng Zhang; Dinggang Shen (Pattern Recognit., 2021)

Local descriptor-based multi-prototype network for few-shot Learning. - Hongwei Huang; Zhangkai Wu; Wenbin Li 006; Jing Huo; Yang Gao 001 (Pattern Recognit., 2021)

Crossover-Net: Leveraging vertical-horizontal crossover relation for robust medical image segmentation. - Qian Yu; Yang Gao 001; Yefeng Zheng 001; Jianbing Zhu; Yakang Dai; Yinghuan Shi (Pattern Recognit., 2021)

Pairwise Relations Oriented Discriminative Regression. - Chao Zhang 078; Huaxiong Li; Yuhua Qian; Chunlin Chen; Yang Gao 001 (IEEE Trans. Circuits Syst. Video Technol., 2021)

MW-GAN: Multi-Warping GAN for Caricature Generation With Multi-Style Geometric Exaggeration. - Haodi Hou; Jing Huo; Jing Wu 004; Yu-Kun Lai; Yang Gao 001 (IEEE Trans. Image Process., 2021)

Learning-Based Computer-Aided Prescription Model for Parkinson's Disease: A Data-Driven Perspective. - Yinghuan Shi; Wanqi Yang; Kim-Han Thung; Hao Wang 013; Yang Gao 001; Yang Pan; Li Zhang; Dinggang Shen (IEEE J. Biomed. Health Informatics, 2021)

HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation in CT Images. - Kelei He; Chunfeng Lian; Bing Zhang 012; Xin Zhang 013; Xiaohuan Cao; Dong Nie; Yang Gao 001; Junfeng Zhang; Dinggang Shen (IEEE Trans. Medical Imaging, 2021)

An Optimal Algorithm for the Stochastic Bandits While Knowing the Near-Optimal Mean Reward. - Shangdong Yang; Yang Gao 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

GreyReID: A Novel Two-stream Deep Framework with RGB-grey Information for Person Re-identification. - Lei Qi 001; Lei Wang 001; Jing Huo; Yinghuan Shi; Yang Gao 001 (ACM Trans. Multim. Comput. Commun. Appl., 2021)

LaSSL: Label-Guided Self-Training for Semi-supervised Learning. - Zhen Zhao 001; Luping Zhou; Lei Wang 001; Yinghuan Shi; Yang Gao 001 (AAAI, 2022)

Adaptive Weight of Unreliable Relation Module for Semi-supervised Multi-label Image Recognition. - Ziyuan Wang; Zhen Zhao 001; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (CCIS, 2022)

ST++: Make Self-trainingWork Better for Semi-supervised Semantic Segmentation. - Lihe Yang; Wei Zhuo; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (CVPR, 2022)

MVDG: A Unified Multi-view Framework for Domain Generalization. - Jian Zhang 018; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (ECCV (27), 2022)

Individual Reward Assisted Multi-Agent Reinforcement Learning. - Li Wang; Yupeng Zhang; Yujing Hu; Weixun Wang; Chongjie Zhang; Yang Gao 001; Jianye Hao; Tangjie Lv; Changjie Fan (ICML, 2022)

HiSA: Facilitating Efficient Multi-Agent Coordination and Cooperation by Hierarchical Policy with Shared Attention. - Zixuan Chen; Zhirui Zhu; Guang Yang; Yang Gao 001 (PRICAI (3), 2022)

DDMA: Discrepancy-Driven Multi-agent Reinforcement Learning. - Chao Li; Yujing Hu; Pinzhuo Tian; Shaokang Dong; Yang Gao 001 (PRICAI (3), 2022)

Transformers in Medical Image Analysis: A Review. - Kelei He; Chen Gan; Zhuoyuan Li; Islem Rekik; Zihao Yin; Wen Ji; Yang Gao 001; Qian Wang 001; Junfeng Zhang; Dinggang Shen (CoRR, 2022)

Keeping Minimal Experience to Achieve Efficient Interpretable Policy Distillation. - Xiao Liu; Shuyang Liu; Wenbin Li 006; Shangdong Yang; Yang Gao 001 (CoRR, 2022)

Playing Lottery Tickets in Style Transfer Models. - Meihao Kong; Jing Huo; Wenbin Li 006; Jing Wu 004; Yu-Kun Lai; Yang Gao 001 (CoRR, 2022)

A Unified Framework for Contrastive Learning from a Perspective of Affinity Matrix. - Wenbin Li 006; Meihao Kong; Xuesong Yang; Lei Wang 001; Jing Huo; Yang Gao 001; Jiebo Luo 001 (CoRR, 2022)

Joint Domain Adaption and Pseudo-Labeling for Cross-Project Defect Prediction. - Fei Wu 004; Xinhao Zheng; Ying Sun; Yang Gao 001; Xiao-Yuan Jing (IEICE Trans. Inf. Syst., 2022)

A time-incorporated SOFA score-based machine learning model for predicting mortality in critically ill patients: A multicenter, real-world study. - Yang Liu 308; Kun Gao; Hongbin Deng; Tong Ling; Jiajia Lin; Xianqiang Yu; Xiangwei Bo; Jing Zhou; Lin Gao; Peng Wang 015; Jiajun Hu; Jian Zhang 018; et al. (Int. J. Medical Informatics, 2022)

Part-facial relational and modality-style attention networks for heterogeneous face recognition. - Jian Yu 007; Yujian Feng; Ruonan Li; Yang Gao 001 (Neurocomputing, 2022)

Confidence-weighted Learning for Feature Evolution. - Yanfang Liu; Wenbin Li 006; Yang Gao 001 (Int. J. Softw. Informatics, 2022)

Online active classification via margin-based and feature-based label queries. - Tingting Zhai; Frédéric Koriche; Yang Gao 001; Junwu Zhu; Bin Li 006 (Mach. Learn., 2022)

Generalizable model-agnostic semantic segmentation via target-specific normalization. - Jian Zhang 018; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (Pattern Recognit., 2022)

Adversarial Camera Alignment Network for Unsupervised Cross-Camera Person Re-Identification. - Lei Qi 001; Lei Wang 001; Jing Huo; Yinghuan Shi; Xin Geng 001; Yang Gao 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Feature-Based Style Randomization for Domain Generalization. - Yue Wang 076; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

CAST: Learning Both Geometric and Texture Style Transfers for Effective Caricature Generation. - Jing Huo; Xiangde Liu; Wenbin Li 006; Yang Gao 001; Hujun Yin; Jiebo Luo 001 (IEEE Trans. Image Process., 2022)

Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image Segmentation. - Qian Yu; Lei Qi 001; Yang Gao 001; Wuzhang Wang; Yinghuan Shi (IEEE Trans. Image Process., 2022)

Deep Symmetric Adaptation Network for Cross-Modality Medical Image Segmentation. - Xiaoting Han; Lei Qi 001; Qian Yu; Ziqi Zhou; Yefeng Zheng 001; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Medical Imaging, 2022)

Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image Segmentation. - Yinghuan Shi; Jian Zhang 018; Tong Ling; Jiwen Lu; Yefeng Zheng 001; Qian Yu; Lei Qi 001; Yang Gao 001 (IEEE Trans. Medical Imaging, 2022)

CariMe: Unpaired Caricature Generation With Multiple Exaggerations. - Zheng Gu 001; Chuanqi Dong; Jing Huo; Wenbin Li 006; Yang Gao 001 (IEEE Trans. Multim., 2022)

Consistent Meta-Regularization for Better Meta-Knowledge in Few-Shot Learning. - Pinzhuo Tian; Wenbin Li 006; Yang Gao 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Improving meta-learning model via meta-contrastive loss. - Pinzhuo Tian; Yang Gao 001 (Frontiers Comput. Sci., 2022)

Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient. - Wubing Chen; Wenbin Li 006; Xiao Liu; Shangdong Yang; Yang Gao 001 (AAAI, 2023)

An Efficient Deep Reinforcement Learning Algorithm for Solving Imperfect Information Extensive-Form Games. - Linjian Meng; Zhenxing Ge; Pinzhuo Tian; Bo An 001; Yang Gao 001 (AAAI, 2023)

Enhanced Tensor Low-Rank and Sparse Representation Recovery for Incomplete Multi-View Clustering. - Chao Zhang 078; Huaxiong Li; Wei Lv; Zizheng Huang; Yang Gao 001; Chunlin Chen (AAAI, 2023)

TiLD: Third-person Imitation Learning by Estimating Domain Cognitive Differences of Visual Demonstrations. - Zixuan Chen; Wenbin Li 006; Yang Gao 001; Yiyu Chen (AAMAS, 2023)

Drift-aware Anomaly Detection for Non-stationary Time Series. - Yang Gao 001; Ying Li; Yang Li; Zunlei Feng; Mingli Song; Xingyu Wang; Chun Chen 001 (IEEE Big Data, 2023)

Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation. - Heng Cai; Shumeng Li; Lei Qi 001; Qian Yu; Yinghuan Shi; Yang Gao 001 (CVPR, 2023)

Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery. - Wenbin Li 006; Zhichen Fan; Jing Huo; Yang Gao 001 (CVPR, 2023)

Backtracking Exploration for Reinforcement Learning. - Xingguo Chen; Zening Chen; Dingyuanhao Sun; Yang Gao 001 (DAI, 2023)

Enhancing OOD Generalization in Offline Reinforcement Learning with Energy-Based Policy Optimization. - Hongye Cao; Shangdong Yang; Jing Huo; Xingguo Chen; Yang Gao 001 (ECAI, 2023)

LoSS: Local Structural Separation Hypergraph Convolutional Neural Network. - Bingde Hu; Yang Gao 001; Zunlei Feng; Mingli Song; Xinyu Wang 001; Ying Li (ECAI, 2023)

Convergence Analysis of Graphical Game-Based Nash Q-Learning using the Interaction Detection Signal of N-Step Return. - Yunkai Zhuang; Shangdong Yang; Wenbin Li 006; Yang Gao 001 (ICASSP, 2023)

DomainAdaptor: A Novel Approach to Test-time Adaptation. - Jian Zhang 018; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (ICCV, 2023)

IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization. - Zekun Li 010; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (ICCV, 2023)

3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching Between 3D and 2D Networks. - Heng Cai; Lei Qi 001; Qian Yu; Yinghuan Shi; Yang Gao 001 (MICCAI (3), 2023)

Where and How: Mitigating Confusion in Neural Radiance Fields from Sparse Inputs. - Yanqi Bao; Yuxin Li; Jing Huo; Tianyu Ding; Xinyue Liang; Wenbin Li 006; Yang Gao 001 (ACM Multimedia, 2023)

Efficient Subgame Refinement for Extensive-form Games. - Zhenxing Ge; Zheng Xu; Tianyu Ding; Wenbin Li 006; Yang Gao 001 (NeurIPS, 2023)

Modified Retrace for Off-Policy Temporal Difference Learning. - Xingguo Chen; Xingzhou Ma; Yang Li; Guang Yang; Shangdong Yang; Yang Gao 001 (UAI, 2023)

Efficient Last-iterate Convergence Algorithms in Solving Games. - Linjian Meng; Zhenxing Ge; Wenbin Li 006; Bo An 001; Yang Gao 001 (CoRR, 2023)

A Theoretical Explanation of Activation Sparsity through Flat Minima and Adversarial Robustness. - Ze Peng; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2023)

CasIL: Cognizing and Imitating Skills via a Dual Cognition-Action Architecture. - Zixuan Chen; Ze Ji; Shuyang Liu; Jing Huo; Yiyu Chen; Yang Gao 001 (CoRR, 2023)

Rethink Baseline of Integrated Gradients from the Perspective of Shapley Value. - Shuyang Liu; Zixuan Chen; Ge Shi; Ji Wang; Changjie Fan; Yu Xiong; Runze Wu 001; Yujing Hu; Ze Ji; Yang Gao 001 (CoRR, 2023)

Effective Interpretable Policy Distillation via Critical Experience Point Identification. - Xiao Liu; Shuyang Liu; Bo An 001; Yang Gao 001; Shangdong Yang; Wenbin Li 006 (IEEE Intell. Syst., 2023)

Reinforcement learning based web crawler detection for diversity and dynamics. - Yang Gao 001; Zunlei Feng; Xiaoyang Wang; Mingli Song; Xingen Wang; Xinyu Wang 001; Chun Chen 001 (Neurocomputing, 2023)

Better pseudo-label: Joint domain-aware label and dual-classifier for semi-supervised domain generalization. - Ruiqi Wang; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (Pattern Recognit., 2023)

Adaptive Label Correlation Based Asymmetric Discrete Hashing for Cross-Modal Retrieval. - Huaxiong Li; Chao Zhang 078; Xiuyi Jia; Yang Gao 001; Chunlin Chen (IEEE Trans. Knowl. Data Eng., 2023)

Trip-ROMA: Self-Supervised Learning with Triplets and Random Mappings. - Wenbin Li 006; Xuesong Yang; Meihao Kong; Lei Wang 001; Jing Huo; Yang Gao 001; Jiebo Luo 001 (Trans. Mach. Learn. Res., 2023)

Occluded Visible-Infrared Person Re-Identification. - Yujian Feng; Yimu Ji 001; Fei Wu 004; Guangwei Gao; Yang Gao 001; Tianliang Liu; Shangdong Liu; Xiao-Yuan Jing; Jiebo Luo 001 (IEEE Trans. Multim., 2023)

PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation. - Shumeng Li; Heng Cai; Lei Qi 001; Qian Yu; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Medical Imaging, 2023)

Defensive Few-Shot Learning. - Wenbin Li 006; Lei Wang 001; Xingxing Zhang; Lei Qi 001; Jing Huo; Yang Gao 001; Jiebo Luo 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Multi-Level Cascade Sparse Representation Learning for Small Data Classification. - Wenyuan Zhong; Huaxiong Li; Qinghua Hu; Yang Gao 001; Chunlin Chen (IEEE Trans. Circuits Syst. Video Technol., 2023)

Weakly-Supervised Enhanced Semantic-Aware Hashing for Cross-Modal Retrieval. - Chao Zhang 078; Huaxiong Li; Yang Gao 001; Chunlin Chen (IEEE Trans. Knowl. Data Eng., 2023)

Max-min distance embedding for unsupervised hyperspectral image classification in the satellite Internet of Things system. - Yanhui Guo; Qian Yu; Yang Gao 001; Xudong Liu; Chenglong Li (Internet Things, 2023)

ASN: action semantics network for multiagent reinforcement learning. - Tianpei Yang; Weixun Wang; Jianye Hao; Matthew E. Taylor; Yong Liu 007; Xiaotian Hao; Yujing Hu; Yingfeng Chen; Changjie Fan; Chunxu Ren; Ye Huang; Jiangcheng Zhu; et al. (Auton. Agents Multi Agent Syst., 2023)

Online attentive kernel-based temporal difference learning. - Xingguo Chen; Guang Yang; Shangdong Yang; Huihui Wang; Shaokang Dong; Yang Gao 001 (Knowl. Based Syst., 2023)

Global- and local-aware feature augmentation with semantic orthogonality for few-shot image classification. - Boyao Shi; Wenbin Li 006; Jing Huo; Pengfei Zhu; Lei Wang 001; Yang Gao 001 (Pattern Recognit., 2023)

A Multilayer Framework for Online Metric Learning. - Wenbin Li 006; Yanfang Liu; Jing Huo; Yinghuan Shi; Yang Gao 001; Lei Wang 001; Jiebo Luo 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Online Passive-Aggressive Active Learning for Trapezoidal Data Streams. - Yanfang Liu; Xiaocong Fan; Wenbin Li 006; Yang Gao 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

LibFewShot: A Comprehensive Library for Few-Shot Learning. - Wenbin Li 006; Ziyi Wang; Xuesong Yang; Chuanqi Dong; Pinzhuo Tian; Tiexin Qin; Jing Huo; Yinghuan Shi; Lei Wang 001; Yang Gao 001; Jiebo Luo 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance. - Taicai Chen; Yue Duan; Dong Li 016; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (AAAI, 2024)

ViT-Calibrator: Decision Stream Calibration for Vision Transformer. - Lin Chen; Zhijie Jia; Lechao Cheng; Yang Gao 001; Jie Lei 002; Yijun Bei; Zunlei Feng (AAAI, 2024)

DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection. - Mingjiang Duan; Tongya Zheng; Yang Gao 001; Gang Wang; Zunlei Feng; Xinyu Wang 001 (AAAI, 2024)

Optimistic Value Instructors for Cooperative Multi-Agent Reinforcement Learning. - Chao Li; Yupeng Zhang; Jianqi Wang; Yujing Hu; Shaokang Dong; Wenbin Li; Tangjie Lv; Changjie Fan; Yang Gao 001 (AAAI, 2024)

Angle Robustness Unmanned Aerial Vehicle Navigation in GNSS-Denied Scenarios. - Yuxin Wang; Zunlei Feng; Haofei Zhang; Yang Gao 001; Jie Lei 002; Li Sun; Mingli Song (AAAI, 2024)

Cognizing and Imitating Robotic Skills via a Dual Cognition-Action Architecture. - Zixuan Chen; Ze Ji; Shuyang Liu; Jing Huo; Yiyu Chen; Yang Gao 001 (AAMAS, 2024)

Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation. - Wenxiao Deng; Wenbin Li 006; Tianyu Ding; Lei Wang 001; Hongguang Zhang; Kuihua Huang; Jing Huo; Yang Gao 001 (CVPR, 2024)

Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation. - Qinghe Ma; Jian Zhang 018; Lei Qi 001; Qian Yu; Yinghuan Shi; Yang Gao 001 (CVPR, 2024)

NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries. - Wei Zhao 040; Zhitao Hou; Siyuan Wu 001; Yang Gao 001; Haoyu Dong 001; Yao Wan 001; Hongyu Zhang 002; Yulei Sui; Haidong Zhang (EACL (Findings), 2024)

Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization. - Jiajun Hu; Jian Zhang 018; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (ECCV (51), 2024)

The Devil Is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation. - Muyang Qiu; Jian Zhang 018; Lei Qi 001; Qian Yu; Yinghuan Shi; Yang Gao 001 (ECCV (54), 2024)

Multi-Agent Exploration via Self-Learning and Social Learning. - Shaokang Dong; Chao Li; Wubing Chen; Hongye Cao; Wenbin Li; Yang Gao 001 (ICASSP, 2024)

Multi-Agent Sparse Interaction Modeling is an Anomaly Detection Problem. - Chao Li; Shaokang Dong; Shangdong Yang; Hongye Cao; Wenbin Li; Yang Gao 001 (ICASSP, 2024)

Dynamic Replay Training for Class-Incremental Learning. - Yan Yang; Dongdong Ren; Chenglei Peng; Jing Huo; Wenbin Li 006; Yang Gao 001 (ICASSP, 2024)

Enhancing Weakly Supervised Medical Segmentation via Heterogeneous Co-training with Box-Wise Augmentation and Pseudo-Label Filtering. - You Wang; Lei Qi 001; Qian Yu; Yinghuan Shi; Yang Gao 001 (ICIS, 2024)

InsertNeRF: Instilling Generalizability into NeRF with HyperNet Modules. - Yanqi Bao; Tianyu Ding; Jing Huo; Wenbin Li 006; Yuxin Li; Yang Gao 001 (ICLR, 2024)

Diving Segmentation Model into Pixels. - Chen Gan; Zihao Yin; Kelei He; Yang Gao 001; Junfeng Zhang (ICLR, 2024)

Hybrid Sharing for Multi-Label Image Classification. - Zihao Yin; Chen Gan; Kelei He; Yang Gao 001; Junfeng Zhang (ICLR, 2024)

Safe and Robust Subgame Exploitation in Imperfect Information Games. - Zhenxing Ge; Zheng Xu; Tianyu Ding; Linjian Meng; Bo An 001; Wenbin Li 006; Yang Gao 001 (ICML, 2024)

Discriminative Feature Decoupling Enhancement for Speech Forgery Detection. - Yijun Bei; Xing Zhou; Erteng Liu; Yang Gao 001; Sen Lin; Kewei Gao; Zunlei Feng (IJCAI, 2024)

STAR: Spatio-Temporal State Compression for Multi-Agent Tasks with Rich Observations. - Chao Li; Yujing Hu; Shangdong Yang; Tangjie Lv; Changjie Fan; Wenbin Li; Chongjie Zhang; Yang Gao 001 (IJCAI, 2024)

SCaR: Refining Skill Chaining for Long-Horizon Robotic Manipulation via Dual Regularization. - Zixuan Chen; Ze Ji; Jing Huo; Yang Gao 001 (NeurIPS, 2024)

START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation. - Jintao Guo; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (NeurIPS, 2024)

Transformer Doctor: Diagnosing and Treating Vision Transformers. - Jiacong Hu; Hao Chen 041; Kejia Chen 007; Yang Gao 001; Jingwen Ye; Xingen Wang; Mingli Song; Zunlei Feng (NeurIPS, 2024)

Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks. - Jiacong Hu; Jing Gao; Jingwen Ye; Yang Gao 001; Xingen Wang; Zunlei Feng; Mingli Song (NeurIPS, 2024)

Re-examining Supervised Dimension Reduction for High-Dimensional Bayesian Optimization. - Quanlin Chen; Jing Huo; Yiyu Chen; Tianyu Ding; Yang Gao 001; Dong Li 016; Xu He (PPSN (2), 2024)

Task-Aware Few-Shot Image Generation via Dynamic Local Distribution Estimation and Sampling. - Zheng Gu 001; Wenbin Li 006; Tianyu Ding; Zhengli Wang; Jing Huo; Kuihua Huang; Yang Gao 001 (PRCV (2), 2024)

Making the Primary Task Primary: Boosting Few-Shot Classification by Gradient-Biased Multi-task Learning. - Yunchen Wu; Boyao Shi; Jing Huo; Wenbin Li 006; Yang Gao 001; Hao Liu; Yunhao Wang; Tinghao Yu (PRCV (1), 2024)

An Adaptive Bacterial Foraging Optimization Algorithm Based on Chaos-Enhanced Non-elite Reverse Learning. - Yibo Yong; Lianbo Ma; Yang Gao 001 (ICSI (1), 2024)

Distributionally Robust Graph-based Recommendation System. - Bohao Wang; Jiawei Chen 007; Changdong Li; Sheng Zhou 004; Qihao Shi; Yang Gao 001; Yan Feng; Chun Chen 001; Can Wang 001 (WWW, 2024)

Concatenate, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation. - Shumeng Li; Lei Qi 001; Qian Yu; Jing Huo; Yinghuan Shi; Yang Gao 001 (CoRR, 2024)

SETA: Semantic-Aware Token Augmentation for Domain Generalization. - Jintao Guo; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2024)

Zero-Shot Video Editing through Adaptive Sliding Score Distillation. - Lianghan Zhu; Yanqi Bao; Jing Huo; Jing Wu 004; Yu-Kun Lai; Wenbin Li 006; Yang Gao 001 (CoRR, 2024)

EMPL: A novel Efficient Meta Prompt Learning Framework for Few-shot Unsupervised Domain Adaptation. - Wanqi Yang; Haoran Wang; Lei Wang 001; Ge Song; Yang Gao 001 (CoRR, 2024)

Distractor-free Generalizable 3D Gaussian Splatting. - Yanqi Bao; Jing Liao 001; Jing Huo; Yang Gao 001 (CoRR, 2024)

Towards efficient image and video style transfer via distillation and learnable feature transformation. - Jing Huo; Meihao Kong; Wenbin Li 006; Jing Wu 004; Yu-Kun Lai; Yang Gao 001 (Comput. Vis. Image Underst., 2024)

Decentralized Counterfactual Value with Threat Detection for Multi-Agent Reinforcement Learning in mixed cooperative and competitive environments. - Shaokang Dong; Chao Li; Shangdong Yang; Wenbin Li; Yang Gao 001 (Expert Syst. Appl., 2024)

Selective policy transfer in multi-agent systems with sparse interactions. - Yunkai Zhuang; Yong Liu 007; Shangdong Yang; Yang Gao 001 (Knowl. Based Syst., 2024)

A Novel Contrastive Learning Model for Aerial Images. - Taihang Zhen; Kai Chen 026; Yang Gao 001 (IEEE Geosci. Remote. Sens. Lett., 2024)

Egoism, utilitarianism and egalitarianism in multi-agent reinforcement learning. - Shaokang Dong; Chao Li; Shangdong Yang; Bo An 001; Wenbin Li 006; Yang Gao 001 (Neural Networks, 2024)

Attention-based investigation and solution to the trade-off issue of adversarial training. - Changbin Shao; Wenbin Li 006; Jing Huo; Zhenhua Feng 001; Yang Gao 001 (Neural Networks, 2024)

SETA: Semantic-Aware Edge-Guided Token Augmentation for Domain Generalization. - Jintao Guo; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Image Process., 2024)

Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations. - Na Wang; Lei Qi 001; Jintao Guo; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Image Process., 2024)

Open-Domain Semi-Supervised Learning via Glocal Cluster Structure Exploitation. - Zekun Li 010; Lei Qi 001; Yawen Li 001; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Knowl. Data Eng., 2024)

CAT: A Simple yet Effective Cross-Attention Transformer for One-Shot Object Detection. - Weidong Lin; Yuyan Deng; Yang Gao 001; Ning Wang 020; Lingqiao Liu; Lei Zhang 054; Peng Wang 015 (J. Comput. Sci. Technol., 2024)

PLACE Dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization. - Jintao Guo; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Modeling Rationality: Toward Better Performance Against Unknown Agents in Sequential Games. - Zhenxing Ge; Shangdong Yang; Pinzhuo Tian; Zixuan Chen; Yang Gao 001 (IEEE Trans. Cybern., 2024)

MutexMatch: Semi-Supervised Learning With Mutex-Based Consistency Regularization. - Yue Duan; Zhen Zhao 001; Lei Qi 001; Lei Wang 001; Luping Zhou; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Analogist: Out-of-the-box Visual In-Context Learning with Image Diffusion Model. - Zheng Gu 001; Shiyuan Yang; Jing Liao 001; Jing Huo; Yang Gao 001 (ACM Trans. Graph., 2024)

WToE: Learning When to Explore in Multiagent Reinforcement Learning. - Shaokang Dong; Hangyu Mao; Shangdong Yang; Shengyu Zhu 001; Wenbin Li 006; Jianye Hao; Yang Gao 001 (IEEE Trans. Cybern., 2024)

Iterative Multiview Subspace Learning for Unpaired Multiview Clustering. - Wanqi Yang; Like Xin; Lei Wang 001; Ming Yang 014; Wenzhu Yan; Yang Gao 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Learning Multi-Intersection Traffic Signal Control via Coevolutionary Multi-Agent Reinforcement Learning. - Wubing Chen; Shangdong Yang; Wenbin Li 006; Yujing Hu; Xiao Liu; Yang Gao 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Exploring Flat Minima for Domain Generalization With Large Learning Rates. - Jian Zhang 018; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Knowl. Data Eng., 2024)

Beyond Mandatory Federations: Balancing Egoism, Utilitarianism and Egalitarianism in Mixed-Motive Games. - Shaokang Dong; Chao Li; Shangdong Yang; Hongye Cao; Wanqi Yang; Yang Gao 001 (AAAI, 2025)

CoT-VTM: Visual-to-Music Generation with Chain-of-Thought Reasoning. - Xikang Guan; Zheng Gu 001; Jing Huo; Tianyu Ding; Yang Gao 001 (ACL (Findings), 2025)

Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration. - Yiyang Chen; Tianyu Ding; Lei Wang 001; Jing Huo; Yang Gao 001; Wenbin Li 006 (CVPR, 2025)

A Self-Evolving Framework for Multi-Agent Medical Consultation Based on Large Language Models. - Kai Chen 026; Ji Qi; Jing Huo; Pinzhuo Tian; Fanyu Meng; Xi Yang; Yang Gao 001 (ICASSP, 2025)

Towards Empowerment Gain through Causal Structure Learning in Model-Based Reinforcement Learning. - Hongye Cao; Fan Feng; Meng Fang; Shaokang Dong; Tianpei Yang; Jing Huo; Yang Gao 001 (ICLR, 2025)

Causal Information Prioritization for Efficient Reinforcement Learning. - Hongye Cao; Fan Feng; Tianpei Yang; Jing Huo; Yang Gao 001 (ICLR, 2025)

GravMAD: Grounded Spatial Value Maps Guided Action Diffusion for Generalized 3D Manipulation. - Yangtao Chen; Zixuan Chen; Junhui Yin; Jing Huo; Pinzhuo Tian; Jieqi Shi; Yang Gao 001 (ICLR, 2025)

Leveraging Flatness to Improve Information-Theoretic Generalization Bounds for SGD. - Ze Peng; Jian Zhang 018; Yisen Wang 001; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (ICLR, 2025)

Semi-supervised cross-modality person re-identification based on pseudo label learning. - Fei Wu 004; Ruixuan Zhou; Yang Gao 001; Yujian Feng; Qinghua Huang; Xiao-Yuan Jing (Image Vis. Comput., 2025)

Coordinating Multi-Agent Reinforcement Learning via Dual Collaborative Constraints. - Chao Li; Shaokang Dong; Shangdong Yang; Yujing Hu; Wenbin Li 006; Yang Gao 001 (Neural Networks, 2025)

Leveraging Frequency Analysis for Image Denoising Network Pruning. - Dongdong Ren; Wenbin Li 006; Jing Huo; Lei Wang 001; Hongbing Pan; Yang Gao 001 (IEEE Trans. Image Process., 2025)

RoboHorizon: An LLM-Assisted Multi-View World Model for Long-Horizon Robotic Manipulation. - Zixuan Chen; Jing Huo; Yangtao Chen; Yang Gao 001 (CoRR, 2025)

Label Distribution Guided Hashing for Cross-Modal Retrieval. - Fatang Lei; Chao Zhang 078; Huaxiong Li; Yang Gao 001; Chunlin Chen (ACM Trans. Knowl. Discov. Data, 2025)

Towards Empowerment Gain through Causal Structure Learning in Model-Based RL. - Hongye Cao; Fan Feng; Meng Fang; Shaokang Dong; Tianpei Yang; Jing Huo; Yang Gao 001 (CoRR, 2025)

SafeDialBench: A Fine-Grained Safety Benchmark for Large Language Models in Multi-Turn Dialogues with Diverse Jailbreak Attacks. - Hongye Cao; Yanming Wang; Sijia Jing; Ziyue Peng; Zhixin Bai; Zhe Cao; Meng Fang; Fan Feng; Boyan Wang; Jiaheng Liu; Tianpei Yang; Jing Huo; et al. (CoRR, 2025)

Robust Dataset Distillation by Matching Adversarial Trajectories. - Wei Lai; Tianyu Ding; Dongdong Ren; Lei Wang 001; Jing Huo; Yang Gao 001; Wenbin Li 006 (CoRR, 2025)

Asynchronous Predictive Counterfactual Regret Minimization+ Algorithm in Solving Extensive-Form Games. - Linjian Meng; Youzhi Zhang 001; Zhenxing Ge; Tianpei Yang; Yang Gao 001 (CoRR, 2025)

MDTeamGPT: A Self-Evolving LLM-based Multi-Agent Framework for Multi-Disciplinary Team Medical Consultation. - Kai Chen 026; Xinfeng Li; Tianpei Yang; Hewei Wang 001; Wei Dong; Yang Gao 001 (CoRR, 2025)

Model-Based Offline Reinforcement Learning with Adversarial Data Augmentation. - Hongye Cao; Fan Feng; Jing Huo; Shangdong Yang; Meng Fang; Tianpei Yang; Yang Gao 001 (CoRR, 2025)

Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation. - Zihan Cheng; Jintao Guo; Jian Zhang 018; Lei Qi 001; Luping Zhou; Yinghuan Shi; Yang Gao 001 (CoRR, 2025)

Adapting In-Domain Few-Shot Segmentation to New Domains without Retraining. - Qi Fan; Kaiqi Liu; Nian Liu; Hisham Cholakkal; Rao Muhammad Anwer; Wenbin Li 006; Yang Gao 001 (CoRR, 2025)

DeCo: Task Decomposition and Skill Composition for Zero-Shot Generalization in Long-Horizon 3D Manipulation. - Zixuan Chen; Junhui Yin; Yangtao Chen; Jing Huo; Pinzhuo Tian; Jieqi Shi; Yiwen Hou; Yinchuan Li; Yang Gao 001 (CoRR, 2025)

MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems. - Rui Ye 001; Keduan Huang; Qimin Wu; Yuzhu Cai; Tian Jin; Xianghe Pang; Xiangrui Liu; Jiaqi Su; Chen Qian; Bohan Tang; Kaiqu Liang; Jiaao Chen; et al. (CoRR, 2025)

MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems. - Kai Chen 026; Taihang Zhen; Hewei Wang 001; Kailai Liu; Xinfeng Li; Jing Huo; Tianpei Yang; Jinfeng Xu 003; Wei Dong; Yang Gao 001 (CoRR, 2025)

Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image Segmentation. - Qinghe Ma; Jian Zhang 018; Lei Qi 001; Qian Yu; Yinghuan Shi; Yang Gao 001 (CoRR, 2025)

MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees. - Zichuan Liu; Yuanyang Zhu; Zhi Wang; Yang Gao 001; Chunlin Chen (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

ONNXPruner: ONNX-Based General Model Pruning Adapter. - Dongdong Ren; Wenbin Li 006; Tianyu Ding; Lei Wang 001; Qi Fan; Jing Huo; Hongbing Pan; Yang Gao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

SEPT: Standard-Definition Map Enhanced Scene Perception and Topology Reasoning for Autonomous Driving. - Muleilan Pei; Jiayao Shan; Peiliang Li 001; Jieqi Shi; Jing Huo; Yang Gao 001; Shaojie Shen (IEEE Robotics Autom. Lett., 2025)

3D Gaussian Splatting: Survey, Technologies, Challenges, and Opportunities. - Yanqi Bao; Tianyu Ding; Jing Huo; Yaoli Liu; Yuxin Li; Wenbin Li 006; Yang Gao 001; Jiebo Luo 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Balancing Multi-Target Semi-Supervised Medical Image Segmentation With Collaborative Generalist and Specialists. - You Wang; Zekun Li 010; Lei Qi 001; Qian Yu; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Medical Imaging, 2025)

Multi-Task Multi-Agent Reinforcement Learning With Interaction and Task Representations. - Chao Li; Shaokang Dong; Shangdong Yang; Yujing Hu; Tianyu Ding; Wenbin Li 006; Yang Gao 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

State Abstraction via Deep Supervised Hash Learning. - Guang Yang; Zheng Xu; Jing Huo; Shangdong Yang; Tianyu Ding; Xingguo Chen; Yang Gao 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Reconsidering Overthinking: Penalizing Internal and External Redundancy in CoT Reasoning. - Jialiang Hong; Taihang Zhen; Kai Chen 026; Jiaheng Liu; Wenpeng Zhu; Jing Huo; Yang Gao 001; Depeng Wang; Haitao Wan; Xi Yang; Boyan Wang; Fanyu Meng (CoRR, 2025)

Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement. - Luyang Cao; Han Xu 001; Jian Zhang 018; Lei Qi 001; Jiayi Ma 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2025)

Diversity-enhanced Collaborative Mamba for Semi-supervised Medical Image Segmentation. - Shumeng Li; Jian Zhang 018; Lei Qi 001; Luping Zhou; Yinghuan Shi; Yang Gao 001 (CoRR, 2025)