发表论文
(1) Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration, NIPS, 2024, 第 5 作者(2) A Distance-based Anomaly Detection Framework for Deep Reinforcement Learning, TMLR, 2024, 第 3 作者 通讯作者(3) TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers, ICONIP, 2024, 第 4 作者 通讯作者(4) PiCor: Multi-Task Deep Reinforcement Learning with Policy Correction, AAAI, 2023, 第 3 作者 通讯作者(5) Replay Memory as An Empirical MDP: Combining Conservative Estimation with Experience Replay, ICLR, 2023, 第 5 作者(6) Few Features Attack to Fool Machine Learning Models through Mask-based GAN, IJCNN, 2020, 第 4 作者 通讯作者(7) RevCuT Tree Search Method in Complex Single-player Game with Continuous Search Space, 2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2019, 第 11 作者(8) Which Mapping Rule in the Fireworks Algorithm is Better for Large Scale Optimization, 2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2018, 第 3 作者(9) Self-Taught convolutional neural networks for short text clustering, NEURAL NETWORKS, 2017, 第 11 作者(10) Hierarchical Hybrid Attention Networks for Chinese Conversation Topic Classification, 2017, 第 2 作者(11) Hybrid Attention Networks for Chinese Short Text Classification, 2017, 第 2 作者(12) Constructing a Chinese Conversation Corpus for Sentiment Analysis, 2017, 第 1 作者(13) Compositional Recurrent Neural Networks for Chinese Short Text Classification, 2016 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE (WI 2016), 2016, 第 2 作者(14) Semantic expansion using word embedding clustering and convolutional neural network for improving short text classification, NEUROCOMPUTING, 2016, 第 2 作者(15) Automatic Microblog Summarization Based on Unsupervised Key-Bigram Extraction, ICCAE, 2015, 第 1 作者(16) Semantic Clustering and Convolutional Neural Network for Short Text Categorization, ACL, 2015, (17) Convolutional Neural Networks for Text Hashing, PROCEEDINGS OF THE TWENTY-FOURTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI), 2015, 第 4 作者(18) Short Text Clustering via Convolutional Neural Networks, NAACL-HLT, 2015, 第 4 作者(19) A Robust Framework for Short Text Categorization Based on Topic Model and Integrated Classifier, IJCNN, 2014, (20) Characterizing Emotion Entrainment in Social Media, 2014 PROCEEDINGS OF THE IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM 2014), 2014, 第 6 作者(21) Ranking Online Memes in Emergency Events Based on Transfer Entropy, IEEE JOINT INTELLIGENCE AND SECURITY INFORMATICS CONFERENCE (JISIC), 2014, 第 2 作者(22) Short Text Hashing Improved by Integrating Topic Features and Tags, NEURAL INFORMATION PROCESSING (ICONIP 2014), PT II, 2014, 第 2 作者(23) A Short Text Enrichment Method using Link Analysis on Topic-Keyword Graph, NLPCC, 2014, 第 1 作者(24) Graphical lasso quadratic discriminant function and its application to character recognition, NEUROCOMPUTING, 2014, 第 1 作者(25) TR-LDA: A Cascaded Key-Bigram Extractor for Microblog Summarization, ICIIC, 2014, 第 1 作者(26) Emotion Evolution under Entrainment in Social Media, SOCIAL MEDIA PROCESSING, 2014, 第 4 作者(27) User-defined hot topic detection in microblogging, ICIMCS, 2013, (28) A Fast Matching Method Based on Semantic Similarity for Short Texts, NATURAL LANGUAGE PROCESSING AND CHINESE COMPUTING, NLPCC 2013, 2013, 第 5 作者(29) Maxi-Min discriminant analysis via online learning, NEURAL NETWORKS, 2012, 第 1 作者(30) Graphical Lasso Quadratic Discriminant Function for Character Recognition, NEURAL INFORMATION PROCESSING, PT III, 2011, 第 11 作者(31) Similar handwritten Chinese characters recognition by critical region selection based on average symmetric uncertainty, INTERNATIONAL CONFERENCE ON FRONTIERS IN HANDWRITING RECOGNITION (ICFHR), 2010, (32) Dimensionality reduction by minimal distance maximization, INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2010,