Chinese Abbreviation Identification Using Abbreviation-Template Features and Context Information. - Xu Sun 001; Houfeng Wang (ICCPOL, 2006)

Chinese Abbreviation-Definition Identification: A SVM Approach Using Context Information. - Xu Sun 001; Houfeng Wang; Yu Zhang (PRICAI, 2006)

Word Clustering for Collocation-Based Word Sense Disambiguation. - Peng Jin; Xu Sun 001; Yunfang Wu; Shiwen Yu (CICLing, 2007)

Modeling Latent-Dynamic in Shallow Parsing: A Latent Conditional Model with Imrpoved Inference. - Xu Sun 001; Louis-Philippe Morency; Daisuke Okanohara; Yoshimasa Tsuruoka; Jun'ichi Tsujii (COLING, 2008)

Predicting Chinese Abbreviations from Definitions: An Empirical Learning Approach Using Support Vector Regression. - Xu Sun 001; Houfeng Wang; Bo Wang 003 (J. Comput. Sci. Technol., 2008)

Robust Approach to Abbreviating Terms: A Discriminative Latent Variable Model with Global Information. - Xu Sun 001; Naoaki Okazaki; Jun'ichi Tsujii (ACL/IJCNLP, 2009)

Sequential Labeling with Latent Variables: An Exact Inference Algorithm and its Efficient Approximation. - Xu Sun 001; Jun'ichi Tsujii (EACL, 2009)

Latent Variable Perceptron Algorithm for Structured Classification. - Xu Sun 001; Takuya Matsuzaki; Daisuke Okanohara; Jun'ichi Tsujii (IJCAI, 2009)

A Discriminative Latent Variable Chinese Segmenter with Hybrid Word/Character Information. - Xu Sun 001; Yao-zhong Zhang; Takuya Matsuzaki; Yoshimasa Tsuruoka; Jun'ichi Tsujii (HLT-NAACL, 2009)

Learning Phrase-Based Spelling Error Models from Clickthrough Data. - Xu Sun 001; Jianfeng Gao 001; Daniel Micol; Chris Quirk (ACL, 2010)

A Large Scale Ranker-Based System for Search Query Spelling Correction. - Jianfeng Gao 001; Xiaolong Li; Daniel Micol; Chris Quirk; Xu Sun 001 (COLING, 2010)

Averaged Stochastic Gradient Descent with Feedback: An Accurate, Robust, and Fast Training Method. - Xu Sun 001; Hisashi Kashima; Takuya Matsuzaki; Naonori Ueda (ICDM, 2010)

A New Multi-task Learning Method for Personalized Activity Recognition. - Xu Sun 001; Hisashi Kashima; Ryota Tomioka; Naonori Ueda; Ping Li 001 (ICDM, 2011)

Large Scale Real-Life Action Recognition Using Conditional Random Fields with Stochastic Training. - Xu Sun 001; Hisashi Kashima; Ryota Tomioka; Naonori Ueda (PAKDD (2), 2011)

Fast Online Training with Frequency-Adaptive Learning Rates for Chinese Word Segmentation and New Word Detection. - Xu Sun 001; Houfeng Wang; Wenjie Li 002 (ACL (1), 2012)

Fast multi-task learning for query spelling correction. - Xu Sun 001; Anshumali Shrivastava; Ping Li 001 (CIKM, 2012)

Query spelling correction using multi-task learning. - Xu Sun 001; Anshumali Shrivastava; Ping Li 001 (WWW (Companion Volume), 2012)

A unified graph model for personalized query-oriented reference paper recommendation. - Fanqi Meng; Dehong Gao; Wenjie Li 002; Xu Sun 001; Yuexian Hou (CIKM, 2013)

Exploring Representations from Unlabeled Data with Co-training for Chinese Word Segmentation. - Longkai Zhang; Houfeng Wang; Xu Sun 001; Mairgup Mansur (EMNLP, 2013)

Generalized Abbreviation Prediction with Negative Full Forms and Its Application on Improving Chinese Web Search. - Xu Sun 001; Wenjie Li 002; Fanqi Meng; Houfeng Wang (IJCNLP, 2013)

Probabilistic Chinese word segmentation with non-local information and stochastic training. - Xu Sun 001; Yao-zhong Zhang; Takuya Matsuzaki; Yoshimasa Tsuruoka; Jun'ichi Tsujii (Inf. Process. Manag., 2013)

Learning Abbreviations from Chinese and English Terms by Modeling Non-Local Information. - Xu Sun 001; Naoaki Okazaki; Jun'ichi Tsujii; Houfeng Wang (ACM Trans. Asian Lang. Inf. Process., 2013)

Large-Scale Personalized Human Activity Recognition Using Online Multitask Learning. - Xu Sun 001; Hisashi Kashima; Naonori Ueda (IEEE Trans. Knowl. Data Eng., 2013)

Latent Structured Perceptrons for Large-Scale Learning with Hidden Information. - Xu Sun 001; Takuya Matsuzaki; Wenjie Li 002 (IEEE Trans. Knowl. Data Eng., 2013)

Coarse-grained Candidate Generation and Fine-grained Re-ranking for Chinese Abbreviation Prediction. - Longkai Zhang; Houfeng Wang; Xu Sun 001 (EMNLP, 2014)

Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints. - Longkai Zhang; Li Li; Houfeng Wang; Xu Sun 001 (EMNLP, 2014)

Structure Regularization for Structured Prediction. - Xu Sun 001 (NIPS, 2014)

Feature-Frequency-Adaptive On-line Training for Fast and Accurate Natural Language Processing. - Xu Sun 001; Wenjie Li 002; Houfeng Wang; Qin Lu 001 (Comput. Linguistics, 2014)

Exact Decoding on Latent Variable Conditional Models is NP-Hard. - Xu Sun 001 (CoRR, 2014)

Structure Regularization for Structured Prediction: Theories and Experiments. - Xu Sun 001 (CoRR, 2014)

Multi-label Text Categorization with Joint Learning Predictions-as-Features Method. - Li Li; Houfeng Wang; Xu Sun 001; Baobao Chang; Shi Zhao; Lei Sha (EMNLP, 2015)

Towards Shockingly Easy Structured Classification: A Search-based Probabilistic Online Learning Framework. - Xu Sun 001 (CoRR, 2015)

Knowledge-Based Semantic Embedding for Machine Translation. - Chen Shi; Shujie Liu 001; Shuo Ren; Shi Feng; Mu Li 001; Ming Zhou 001; Xu Sun 001; Houfeng Wang (ACL (1), 2016)

Dependency-based Gated Recursive Neural Network for Chinese Word Segmentation. - Jingjing Xu 001; Xu Sun 001 (ACL (2), 2016)

Asynchronous Parallel Learning for Neural Networks and Structured Models with Dense Features. - Xu Sun 001 (COLING, 2016)

A New Recurrent Neural CRF for Learning Non-linear Edge Features. - Shuming Ma; Xu Sun 001 (CoRR, 2016)

A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media. - Hangfeng He 001; Xu Sun 001 (AAAI, 2017)

Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. - Shuming Ma; Xu Sun 001; Jingjing Xu 001; Houfeng Wang; Wenjie Li 002; Qi Su 001 (ACL (2), 2017)

F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media. - Hangfeng He 001; Xu Sun 001 (EACL (2), 2017)

meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting. - Xu Sun 001; Xuancheng Ren; Shuming Ma; Houfeng Wang (ICML, 2017)

Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure. - Shen Huang; Xu Sun 001; Houfeng Wang (IJCNLP(1), 2017)

Cascading Multiway Attentions for Document-level Sentiment Classification. - Dehong Ma; Sujian Li; Xiaodong Zhang 022; Houfeng Wang; Xu Sun 001 (IJCNLP(1), 2017)

Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification. - Yizhong Wang; Sujian Li; Jingfeng Yang 001; Xu Sun 001; Houfeng Wang (IJCNLP(1), 2017)

Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network. - Jingjing Xu 001; Shuming Ma; Yi Zhang 050; Bingzhen Wei; Xiaoyan Cai; Xu Sun 001 (NLPCC, 2017)

A Generic Online Parallel Learning Framework for Large Margin Models. - Shuming Ma; Xu Sun 001 (CoRR, 2017)

Lock-Free Parallel Perceptron for Graph-based Dependency Parsing. - Xu Sun 001; Shuming Ma (CoRR, 2017)

Transfer Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network. - Jingjing Xu 001; Xu Sun 001 (CoRR, 2017)

Minimal Effort Back Propagation for Convolutional Neural Networks. - Bingzhen Wei; Xu Sun 001; Xuancheng Ren; Jingjing Xu 001 (CoRR, 2017)

A Semantic Relevance Based Neural Network for Text Summarization and Text Simplification. - Shuming Ma; Xu Sun 001 (CoRR, 2017)

Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks. - Xu Sun 001; Bingzhen Wei; Xuancheng Ren; Shuming Ma (CoRR, 2017)

Deep Stacking Networks for Low-Resource Chinese Word Segmentation with Transfer Learning. - Jingjing Xu 001; Xu Sun 001; Sujian Li; Xiaoyan Cai; Bingzhen Wei (CoRR, 2017)

Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method. - Xu Sun 001; Xuancheng Ren; Shuming Ma; Bingzhen Wei; Wei Li 101; Houfeng Wang (CoRR, 2017)

A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text. - Jingjing Xu 001; Ji Wen; Xu Sun 001; Qi Su 001 (CoRR, 2017)

Does Higher Order LSTM Have Better Accuracy in Chunking and Named Entity Recognition? - Yi Zhang 050; Xu Sun 001; Yang Yang 125 (CoRR, 2017)

Hybrid Oracle: Making Use of Ambiguity in Transition-based Chinese Dependency Parsing. - Xuancheng Ren; Xu Sun 001 (CoRR, 2017)

Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing. - Xu Sun 001; Weiwei Sun 001; Shuming Ma; Xuancheng Ren; Yi Zhang 050; Wenjie Li 002; Houfeng Wang (CoRR, 2017)

Modeling Scientific Influence for Research Trending Topic Prediction. - Chengyao Chen; Zhitao Wang; Wenjie Li 002; Xu Sun 001 (AAAI, 2018)

Duplicate Question Identification by Integrating FrameNet With Neural Networks. - Xiaodong Zhang 022; Xu Sun 001; Houfeng Wang (AAAI, 2018)

Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach. - Jingjing Xu 001; Xu Sun 001; Qi Zeng 001; Xiaodong Zhang 022; Xuancheng Ren; Houfeng Wang; Wenjie Li 002 (ACL (1), 2018)

Global Encoding for Abstractive Summarization. - Junyang Lin; Xu Sun 001; Shuming Ma; Qi Su 001 (ACL (2), 2018)

Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization. - Shuming Ma; Xu Sun 001; Junyang Lin; Houfeng Wang (ACL (2), 2018)

Bag-of-Words as Target for Neural Machine Translation. - Shuming Ma; Xu Sun 001; Yizhong Wang; Junyang Lin (ACL (2), 2018)

Question Condensing Networks for Answer Selection in Community Question Answering. - Wei Wu 044; Xu Sun 001; Houfeng Wang (ACL (1), 2018)

Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network. - Pengcheng Yang; Xu Sun 001; Wei Li 101; Shuming Ma (ACL (2), 2018)

Deconvolution-Based Global Decoding for Neural Machine Translation. - Junyang Lin; Xu Sun 001; Xuancheng Ren; Shuming Ma; Jinsong Su; Qi Su 001 (COLING, 2018)

A Neural Question Answering Model Based on Semi-Structured Tables. - Hao Wang; Xiaodong Zhang 022; Shuming Ma; Xu Sun 001; Houfeng Wang; Mengxiang Wang (COLING, 2018)

SGM: Sequence Generation Model for Multi-label Classification. - Pengcheng Yang; Xu Sun 001; Wei Li 101; Shuming Ma; Wei Wu 044; Houfeng Wang (COLING, 2018)

Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? - Yi Zhang 050; Xu Sun 001; Shuming Ma; Yang Yang 125; Xuancheng Ren (COLING, 2018)

Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation. - Junyang Lin; Xu Sun 001; Xuancheng Ren; Muyu Li; Qi Su 001 (EMNLP, 2018)

Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification. - Junyang Lin; Qi Su 001; Pengcheng Yang; Shuming Ma; Xu Sun 001 (EMNLP, 2018)

simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions. - Fenglin Liu; Xuancheng Ren; Yuanxin Liu; Houfeng Wang; Xu Sun 001 (EMNLP, 2018)

An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation. - Liangchen Luo; Jingjing Xu 001; Junyang Lin; Qi Zeng 001; Xu Sun 001 (EMNLP, 2018)

Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning. - Chen Shi; Qi Chen 009; Lei Sha; Sujian Li; Xu Sun 001; Houfeng Wang; Lintao Zhang (EMNLP, 2018)

Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation. - Jingjing Xu 001; Xuancheng Ren; Junyang Lin; Xu Sun 001 (EMNLP, 2018)

A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation. - Jingjing Xu 001; Xuancheng Ren; Yi Zhang 050; Qi Zeng 001; Xiaoyan Cai; Xu Sun 001 (EMNLP, 2018)

Learning Sentiment Memories for Sentiment Modification without Parallel Data. - Yi Zhang 050; Jingjing Xu 001; Pengcheng Yang; Xu Sun 001 (EMNLP, 2018)

A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification. - Shuming Ma; Xu Sun 001; Junyang Lin; Xuancheng Ren (IJCAI, 2018)

Building an Ellipsis-aware Chinese Dependency Treebank for Web Text. - Xuancheng Ren; Xu Sun 001; Ji Wen; Bingzhen Wei; Weidong Zhan; Zhiyuan Zhang 001 (LREC, 2018)

A Chinese Dataset with Negative Full Forms for General Abbreviation Prediction. - Yi Zhang 050; Xu Sun 001 (LREC, 2018)

Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation. - Shuming Ma; Xu Sun 001; Wei Li 101; Sujian Li; Wenjie Li 002; Xuancheng Ren (NAACL-HLT, 2018)

Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text. - Ji Wen; Xu Sun 001; Xuancheng Ren; Qi Su 001 (NAACL-HLT (2), 2018)

Accelerating Graph-Based Dependency Parsing with Lock-Free Parallel Perceptron. - Shuming Ma; Xu Sun 001; Yi Zhang 050; Bingzhen Wei (NLPCC (1), 2018)

Exploration on Generating Traditional Chinese Medicine Prescription from Symptoms with an End-to-End method. - Wei Li 101; Zheng Yang; Xu Sun 001 (CoRR, 2018)

DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text. - Jingjing Xu 001; Xu Sun 001; Xuancheng Ren; Junyang Lin; Bingzhen Wei; Wei Li 101 (CoRR, 2018)

Decoding-History-Based Adaptive Control of Attention for Neural Machine Translation. - Junyang Lin; Shuming Ma; Qi Su 001; Xu Sun 001 (CoRR, 2018)

Automatic Transferring between Ancient Chinese and Contemporary Chinese. - Zhiyuan Zhang 001; Wei Li 101; Xu Sun 001 (CoRR, 2018)

Sememe Prediction: Learning Semantic Knowledge from Unstructured Textual Wiki Descriptions. - Wei Li 101; Xuancheng Ren; Damai Dai; Yunfang Wu; Houfeng Wang; Xu Sun 001 (CoRR, 2018)

Identifying High-Quality Chinese News Comments Based on Multi-Target Text Matching Model. - Deli Chen; Shuming Ma; Pengcheng Yang; Xu Sun 001 (CoRR, 2018)

A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification. - Pengcheng Yang; Shuming Ma; Yi Zhang 050; Junyang Lin; Qi Su 001; Xu Sun 001 (CoRR, 2018)

Evaluating Semantic Rationality of a Sentence: A Sememe-Word-Matching Neural Network based on HowNet. - Shu Liu; Jingjing Xu 001; Xuancheng Ren; Xu Sun 001 (CoRR, 2018)

Unsupervised Machine Commenting with Neural Variational Topic Model. - Shuming Ma; Lei Cui 001; Furu Wei; Xu Sun 001 (CoRR, 2018)

Learning Unsupervised Word Mapping by Maximizing Mean Discrepancy. - Pengcheng Yang; Fuli Luo; Shuangzhi Wu; Jingjing Xu 001; Dongdong Zhang 001; Xu Sun 001 (CoRR, 2018)

Cross-Domain and Semisupervised Named Entity Recognition in Chinese Social Media: A Unified Model. - Jingjing Xu 001; Hangfeng He 001; Xu Sun 001; Xuancheng Ren; Sujian Li (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Learning Personalized End-to-End Goal-Oriented Dialog. - Liangchen Luo; Wenhao Huang 001; Qi Zeng 001; Zaiqing Nie; Xu Sun 001 (AAAI, 2019)

LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. - Shuming Ma; Lei Cui 001; Damai Dai; Furu Wei; Xu Sun 001 (AAAI, 2019)

Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model. - Wei Li 101; Jingjing Xu 001; Yancheng He; Shengli Yan; Yunfang Wu; Xu Sun 001 (ACL (1), 2019)

Learning to Control the Fine-grained Sentiment for Story Ending Generation. - Fuli Luo; Damai Dai; Pengcheng Yang; Tianyu Liu 001; Baobao Chang; Zhifang Sui; Xu Sun 001 (ACL (1), 2019)

Towards Fine-grained Text Sentiment Transfer. - Fuli Luo; Peng Li 030; Pengcheng Yang; Jie Zhou 016; Yutong Tan; Baobao Chang; Zhifang Sui; Xu Sun 001 (ACL (1), 2019)

Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation. - Shuming Ma; Pengcheng Yang; Tianyu Liu 001; Peng Li 030; Jie Zhou 016; Xu Sun 001 (ACL (1), 2019)

Imitation Learning for Non-Autoregressive Neural Machine Translation. - Bingzhen Wei; Mingxuan Wang; Hao Zhou 012; Junyang Lin; Xu Sun 001 (ACL (1), 2019)

A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer. - Chen Wu 005; Xuancheng Ren; Fuli Luo; Xu Sun 001 (ACL (1), 2019)

MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction. - Pengcheng Yang; Fuli Luo; Peng Chen; Tianyu Liu 001; Xu Sun 001 (ACL (1), 2019)

Enhancing Topic-to-Essay Generation with External Commonsense Knowledge. - Pengcheng Yang; Lei Li 039; Fuli Luo; Tianyu Liu 001; Xu Sun 001 (ACL (1), 2019)

A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification. - Pengcheng Yang; Fuli Luo; Shuming Ma; Junyang Lin; Xu Sun 001 (ACL (1), 2019)

Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information. - Pengcheng Yang; Zhihan Zhang 001; Fuli Luo; Lei Li 039; Chengyang Huang; Xu Sun 001 (ACL (1), 2019)

Pun-GAN: Generative Adversarial Network for Pun Generation. - Fuli Luo; Shunyao Li; Pengcheng Yang; Lei Li 039; Baobao Chang; Zhifang Sui; Xu Sun 001 (EMNLP/IJCNLP (1), 2019)

Asking Clarification Questions in Knowledge-Based Question Answering. - Jingjing Xu 001; Yuechen Wang; Duyu Tang; Nan Duan; Pengcheng Yang; Qi Zeng 001; Ming Zhou 001; Xu Sun 001 (EMNLP/IJCNLP (1), 2019)

LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification. - Jingjing Xu 001; Liang Zhao; Hanqi Yan; Qi Zeng 001; Yun Liang 001; Xu Sun 001 (EMNLP/IJCNLP (1), 2019)

Specificity-Driven Cascading Approach for Unsupervised Sentiment Modification. - Pengcheng Yang; Junyang Lin; Jingjing Xu 001; Jun Xie; Qi Su 001; Xu Sun 001 (EMNLP/IJCNLP (1), 2019)

Aligning Cross-Lingual Entities with Multi-Aspect Information. - Hsiu-Wei Yang; Yanyan Zou; Peng Shi 010; Wei Lu 011; Jimmy Lin; Xu Sun 001 (EMNLP/IJCNLP (1), 2019)

Adaptive Gradient Methods with Dynamic Bound of Learning Rate. - Liangchen Luo; Yuanhao Xiong; Yan Liu; Xu Sun 001 (ICLR (Poster), 2019)

Exploring and Distilling Cross-Modal Information for Image Captioning. - Fenglin Liu; Xuancheng Ren; Yuanxin Liu; Kai Lei; Xu Sun 001 (IJCAI, 2019)

A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer. - Fuli Luo; Peng Li 030; Jie Zhou 016; Pengcheng Yang; Baobao Chang; Xu Sun 001; Zhifang Sui (IJCAI, 2019)

Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling. - Pengcheng Yang; Fuli Luo; Peng Chen; Lei Li 039; Zhiyi Yin; Xiaodong He 001; Xu Sun 001 (IJCAI, 2019)

Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations. - Guangxiang Zhao; Jingjing Xu 001; Qi Zeng 001; Xuancheng Ren; Xu Sun 001 (NAACL-HLT (1), 2019)

Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations. - Fenglin Liu; Yuanxin Liu; Xuancheng Ren; Xiaodong He 001; Xu Sun 001 (NeurIPS, 2019)

Understanding and Improving Layer Normalization. - Jingjing Xu 001; Xu Sun 001; Zhiyuan Zhang 001; Guangxiang Zhao; Junyang Lin (NeurIPS, 2019)

Aligning Visual Regions and Textual Concepts: Learning Fine-Grained Image Representations for Image Captioning. - Fenglin Liu; Yuanxin Liu; Xuancheng Ren; Kai Lei; Xu Sun 001 (CoRR, 2019)

Memorized Sparse Backpropagation. - Zhiyuan Zhang 001; Pengcheng Yang; Xuancheng Ren; Xu Sun 001 (CoRR, 2019)

Coherent Comment Generation for Chinese Articles with a Graph-to-Sequence Model. - Wei Li 101; Jingjing Xu 001; Yancheng He; Shengli Yan; Yunfang Wu; Xu Sun 001 (CoRR, 2019)

PKUSEG: A Toolkit for Multi-Domain Chinese Word Segmentation. - Ruixuan Luo; Jingjing Xu 001; Yi Zhang 050; Xuancheng Ren; Xu Sun 001 (CoRR, 2019)

Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting. - Yi Zhang 050; Tao Ge 001; Furu Wei; Ming Zhou 001; Xu Sun 001 (CoRR, 2019)

Recursive Graphical Neural Networks for Text Classification. - Wei Li 101; Shuheng Li; Shuming Ma; Yancheng He; Deli Chen; Xu Sun 001 (CoRR, 2019)

Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction. - Deli Chen; Shuming Ma; Keiko Harimoto; Ruihan Bao; Qi Su 001; Xu Sun 001 (CoRR, 2019)

Incorporating Fine-grained Events in Stock Movement Prediction. - Deli Chen; Yanyan Zou; Keiko Harimoto; Ruihan Bao; Xuancheng Ren; Xu Sun 001 (CoRR, 2019)

An Adaptive and Momental Bound Method for Stochastic Learning. - Jianbang Ding; Xuancheng Ren; Ruixuan Luo; Xu Sun 001 (CoRR, 2019)

Improving Node Classification by Co-training Node Pair Classification: A Novel Training Framework for General Graph Neural Networks. - Deli Chen; Xiaoqian Liu; Yankai Lin; Peng Li 030; Jie Zhou 016; Qi Su 001; Xu Sun 001 (CoRR, 2019)

MUSE: Parallel Multi-Scale Attention for Sequence to Sequence Learning. - Guangxiang Zhao; Xu Sun 001; Jingjing Xu 001; Zhiyuan Zhang 001; Liangchen Luo (CoRR, 2019)

Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection. - Guangxiang Zhao; Junyang Lin; Zhiyuan Zhang 001; Xuancheng Ren; Qi Su 001; Xu Sun 001 (CoRR, 2019)

Towards easier and faster sequence labeling for natural language processing: A search-based probabilistic online learning framework (SAPO). - Xu Sun 001; Shuming Ma; Yi Zhang 050; Xuancheng Ren (Inf. Sci., 2019)

Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency. - Bingzhen Wei; Xuancheng Ren; Yi Zhang 050; Xiaoyan Cai; Qi Su 001; Xu Sun 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019)

Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View. - Deli Chen; Yankai Lin; Wei Li 101; Peng Li 030; Jie Zhou 016; Xu Sun 001 (AAAI, 2020)

Visual Agreement Regularized Training for Multi-Modal Machine Translation. - Pengcheng Yang; Boxing Chen; Pei Zhang 011; Xu Sun 001 (AAAI, 2020)

How to Ask Good Questions? Try to Leverage Paraphrases. - Xin Jia; Wenjie Zhou; Xu Sun 001; Yunfang Wu (ACL, 2020)

Parallel Data Augmentation for Formality Style Transfer. - Yi Zhang 050; Tao Ge 001; Xu Sun 001 (ACL, 2020)

Rethinking Skip Connection with Layer Normalization. - Fenglin Liu; Xuancheng Ren; Zhiyuan Zhang 001; Xu Sun 001; Yuexian Zou (COLING, 2020)

Regularizing Dialogue Generation by Imitating Implicit Scenarios. - Shaoxiong Feng; Xuancheng Ren; Hongshen Chen; Bin Sun 004; Kan Li 001; Xu Sun 001 (EMNLP (1), 2020)

Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models. - Zhiyuan Zhang 001; Xiaoqian Liu; Yi Zhang 050; Qi Su 001; Xu Sun 001; Bin He (EMNLP (Findings), 2020)

Prophet Attention: Predicting Attention with Future Attention. - Fenglin Liu; Xuancheng Ren; Xian Wu 001; Shen Ge; Wei Fan 001; Yuexian Zou; Xu Sun 001 (NeurIPS, 2020)

Jointly Modeling Aspect and Sentiment with Dynamic Heterogeneous Graph Neural Networks. - Shu Liu; Wei Li 101; Yunfang Wu; Qi Su 001; Xu Sun 001 (CoRR, 2020)

Query-Variant Advertisement Text Generation with Association Knowledge. - Siyu Duan; Wei Li 101; Cai Jing; Yancheng He; Yunfang Wu; Xu Sun 001 (CoRR, 2020)

Layer-Wise Cross-View Decoding for Sequence-to-Sequence Learning. - Fenglin Liu; Xuancheng Ren; Guangxiang Zhao; Xu Sun 001 (CoRR, 2020)

Graph-based Multi-hop Reasoning for Long Text Generation. - Liang Zhao; Jingjing Xu 001; Junyang Lin; Yichang Zhang; Hongxia Yang; Xu Sun 001 (CoRR, 2020)

CAPT: Contrastive Pre-Training for Learning Denoised Sequence Representations. - Fuli Luo; Pengcheng Yang; Shicheng Li; Xuancheng Ren; Xu Sun 001 (CoRR, 2020)

Distance-wise Graph Contrastive Learning. - Deli Chen; Yanyai Lin; Lei Li 039; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (CoRR, 2020)

Learning Robust Representation for Clustering through Locality Preserving Variational Discriminative Network. - Ruixuan Luo; Wei Li 101; Zhiyuan Zhang 001; Ruihan Bao; Keiko Harimoto; Xu Sun 001 (CoRR, 2020)

Accelerating Pre-trained Language Models via Calibrated Cascade. - Lei Li 039; Yankai Lin; Shuhuai Ren; Deli Chen; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (CoRR, 2020)

Memorized sparse backpropagation. - Zhiyuan Zhang 001; Pengcheng Yang; Xuancheng Ren; Qi Su 001; Xu Sun 001 (Neurocomputing, 2020)

Training Simplification and Model Simplification for Deep Learning : A Minimal Effort Back Propagation Method. - Xu Sun 001; Xuancheng Ren; Shuming Ma; Bingzhen Wei; Wei Li 101; Jingjing Xu 001; Houfeng Wang; Yi Zhang 050 (IEEE Trans. Knowl. Data Eng., 2020)

Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption. - Xu Sun 001; Zhiyuan Zhang 001; Xuancheng Ren; Ruixuan Luo; Liangyou Li (AAAI, 2021)

Collaborative Group Learning. - Shaoxiong Feng; Hongshen Chen; Xuancheng Ren; Zhuoye Ding; Kan Li 001; Xu Sun 001 (AAAI, 2021)

Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation. - Shaoxiong Feng; Xuancheng Ren; Kan Li 001; Xu Sun 001 (AAAI, 2021)

EQG-RACE: Examination-Type Question Generation. - Xin Jia; Wenjie Zhou; Xu Sun 001; Yunfang Wu (AAAI, 2021)

Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? - Xuancheng Ren; Xu Sun 001; Houfeng Wang; Qun Liu 001 (AAAI, 2021)

O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning. - Fenglin Liu; Xuancheng Ren; Xian Wu 001; Bang Yang; Shen Ge; Xu Sun 001 (ACL/IJCNLP (Findings), 2021)

Contrastive Attention for Automatic Chest X-ray Report Generation. - Fenglin Liu; Changchang Yin; Xian Wu 001; Shen Ge; Ping Zhang 016; Xu Sun 001 (ACL/IJCNLP (Findings), 2021)

Learning Relation Alignment for Calibrated Cross-modal Retrieval. - Shuhuai Ren; Junyang Lin; Guangxiang Zhao; Rui Men; An Yang; Jingren Zhou 001; Xu Sun 001; Hongxia Yang (ACL/IJCNLP (1), 2021)

Rethinking Stealthiness of Backdoor Attack against NLP Models. - Wenkai Yang; Yankai Lin; Peng Li 030; Jie Zhou 016; Xu Sun 001 (ACL/IJCNLP (1), 2021)

CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade. - Lei Li 039; Yankai Lin; Deli Chen; Shuhuai Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (EMNLP (Findings), 2021)

Dynamic Knowledge Distillation for Pre-trained Language Models. - Lei Li 039; Yankai Lin; Shuhuai Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (EMNLP (1), 2021)

Rethinking Denoised Auto-Encoding in Language Pre-Training. - Fuli Luo; Pengcheng Yang; Shicheng Li; Xuancheng Ren; Xu Sun 001; Songfang Huang; Fei Huang 002 (EMNLP (1), 2021)

Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks. - Ruixuan Luo; Yi Zhang 050; Sishuo Chen; Xu Sun 001 (EMNLP (Findings), 2021)

Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification. - Shuhuai Ren; Jinchao Zhang 001; Lei Li 039; Xu Sun 001; Jie Zhou 016 (EMNLP (1), 2021)

RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models. - Wenkai Yang; Yankai Lin; Peng Li 030; Jie Zhou 016; Xu Sun 001 (EMNLP (1), 2021)

Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation. - Hua Zheng; Lei Li 039; Damai Dai; Deli Chen; Tianyu Liu 001; Xu Sun 001; Yang Liu 005 (EMNLP (Findings), 2021)

KNAS: Green Neural Architecture Search. - Jingjing Xu 001; Liang Zhao; Junyang Lin; Rundong Gao; Xu Sun 001; Hongxia Yang (ICML, 2021)

Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling. - Liang Zhao; Wei Li 089; Ruihan Bao; Keiko Harimoto; Yunfang Wu; Xu Sun 001 (IJCAI, 2021)

A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models. - Kaiyuan Liao; Yi Zhang 050; Xuancheng Ren; Qi Su 001; Xu Sun 001; Bin He (NAACL-HLT, 2021)

Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models. - Wenkai Yang; Lei Li 039; Zhiyuan Zhang 001; Xuancheng Ren; Xu Sun 001; Bin He (NAACL-HLT, 2021)

Neural Network Surgery: Injecting Data Patterns into Pre-trained Models with Minimal Instance-wise Side Effects. - Zhiyuan Zhang 001; Xuancheng Ren; Qi Su 001; Xu Sun 001; Bin He (NAACL-HLT, 2021)

Topology-Imbalance Learning for Semi-Supervised Node Classification. - Deli Chen; Yankai Lin; Guangxiang Zhao; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (NeurIPS, 2021)

Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation. - Fenglin Liu; Chenyu You; Xian Wu 001; Shen Ge; Sheng Wang 012; Xu Sun 001 (NeurIPS, 2021)

Rethinking Skip Connection with Layer Normalization in Transformers and ResNets. - Fenglin Liu; Xuancheng Ren; Zhiyuan Zhang 001; Xu Sun 001; Yuexian Zou (CoRR, 2021)

ASAT: Adaptively Scaled Adversarial Training in Time Series. - Zhiyuan Zhang 001; Wei Li 089; Ruihan Bao; Keiko Harimoto; Yunfang Wu; Xu Sun 001 (CoRR, 2021)

Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling. - Liang Zhao; Wei Li 101; Ruihan Bao; Keiko Harimoto; Yunfang Wu; Xu Sun 001 (CoRR, 2021)

Well-classified Examples are Underestimated in Classification with Deep Neural Networks. - Guangxiang Zhao; Wenkai Yang; Xuancheng Ren; Lei Li 039; Xu Sun 001 (CoRR, 2021)

Model Uncertainty-Aware Knowledge Amalgamation for Pre-Trained Language Models. - Lei Li 039; Yankai Lin; Xuancheng Ren; Guangxiang Zhao; Peng Li 030; Jie Zhou 016; Xu Sun 001 (CoRR, 2021)

CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. - Yuan Yao 013; Qingxiu Dong; Jian Guan 002; Boxi Cao; Zhengyan Zhang; Chaojun Xiao; Xiaozhi Wang; Fanchao Qi; Junwei Bao 001; Jinran Nie; Zheni Zeng; Yuxian Gu; et al. (CoRR, 2021)

Adversarial parameter defense by multi-step risk minimization. - Zhiyuan Zhang 001; Ruixuan Luo; Xuancheng Ren; Qi Su 001; Liangyou Li; Xu Sun 001 (Neural Networks, 2021)

Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks. - Guangxiang Zhao; Wenkai Yang; Xuancheng Ren; Lei Li 039; Yunfang Wu; Xu Sun 001 (AAAI, 2022)

Hierarchical Inductive Transfer for Continual Dialogue Learning. - Shaoxiong Feng; Xuancheng Ren; Kan Li 001; Xu Sun 001 (ACL (Findings), 2022)

Position Offset Label Prediction for Grammatical Error Correction. - Xiuyu Wu; Jingsong Yu; Xu Sun 001; Yunfang Wu (COLING, 2022)

Holistic Sentence Embeddings for Better Out-of-Distribution Detection. - Sishuo Chen; Xiaohan Bi; Rundong Gao; Xu Sun 001 (EMNLP (Findings), 2022)

Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks. - Sishuo Chen; Wenkai Yang; Zhiyuan Zhang 001; Xiaohan Bi; Xu Sun 001 (EMNLP (Findings), 2022)

From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models. - Lei Li 039; Yankai Lin; Xuancheng Ren; Guangxiang Zhao; Peng Li 030; Jie Zhou 016; Xu Sun 001 (EMNLP (Findings), 2022)

Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation. - Zhiyuan Zhang 001; Qi Su 001; Xu Sun 001 (EMNLP (Findings), 2022)

GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization. - Zhiyuan Zhang 001; Ruixuan Luo; Qi Su 001; Xu Sun 001 (EMNLP, 2022)

Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models. - Zhiyuan Zhang 001; Lingjuan Lyu; Xingjun Ma; Chenguang Wang 001; Xu Sun 001 (EMNLP (Findings), 2022)

How to Inject Backdoors with Better Consistency: Logit Anchoring on Clean Data. - Zhiyuan Zhang 001; Lingjuan Lyu; Weiqiang Wang; Lichao Sun 001; Xu Sun 001 (ICLR, 2022)

Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification. - Deli Chen; Yankai Lin; Lei Li 039; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (IJCAI, 2022)

Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions. - Fenglin Liu; Bang Yang; Chenyu You; Xian Wu 001; Shen Ge; Zhangdaihong Liu; Xu Sun 001; Yang Yang 125; David A. Clifton (NeurIPS, 2022)

Stock Trading Volume Prediction with Dual-Process Meta-Learning. - Ruibo Chen; Wei Li 089; Zhiyuan Zhang 001; Ruihan Bao; Keiko Harimoto; Xu Sun 001 (ECML/PKDD (6), 2022)

Distributional Correlation-Aware Knowledge Distillation for Stock Trading Volume Prediction. - Lei Li 039; Zhiyuan Zhang 001; Ruihan Bao; Keiko Harimoto; Xu Sun 001 (ECML/PKDD (6), 2022)

Rethinking the Openness of CLIP. - Shuhuai Ren; Lei Li 039; Xuancheng Ren; Guangxiang Zhao; Xu Sun 001 (CoRR, 2022)

Prophet Attention: Predicting Attention with Future Attention for Improved Image Captioning. - Fenglin Liu; Xuewei Ma; Xuancheng Ren; Xian Wu 001; Wei Fan 001; Yuexian Zou; Xu Sun 001 (CoRR, 2022)

Gradient Knowledge Distillation for Pre-trained Language Models. - Lean Wang; Lei Li 039; Xu Sun 001 (CoRR, 2022)

Aligning Source Visual and Target Language Domains for Unpaired Video Captioning. - Fenglin Liu; Xian Wu 001; Chenyu You; Shen Ge; Yuexian Zou; Xu Sun 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge. - Yi Zhang 050; Lei Li 039; Yunfang Wu; Qi Su 001; Xu Sun 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention. - Fenglin Liu; Xian Wu 001; Shen Ge; Xuancheng Ren; Wei Fan 001; Xu Sun 001; Yuexian Zou (ACM Trans. Knowl. Discov. Data, 2022)

Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter. - Yi Liu; Xiaohan Bi; Lei Li 039; Sishuo Chen; Wenkai Yang; Xu Sun 001 (ACL (Findings), 2023)

Delving into the Openness of CLIP. - Shuhuai Ren; Lei Li; Xuancheng Ren; Guangxiang Zhao; Xu Sun 001 (ACL (Findings), 2023)

MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning. - Bang Yang; Fenglin Liu; Xian Wu 001; Yaowei Wang 001; Xu Sun 001; Yuexian Zou (ACL (1), 2023)

Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias. - Zhiyuan Zhang 001; Deli Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (ACL (Findings), 2023)

Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features. - Sishuo Chen; Wenkai Yang; Xiaohan Bi; Xu Sun 001 (EACL (Findings), 2023)

Can Language Models Understand Physical Concepts? - Lei Li 039; Jingjing Xu 001; Qingxiu Dong; Ce Zheng; Xu Sun 001; Lingpeng Kong; Qi Liu 049 (EMNLP, 2023)

TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding. - Shuhuai Ren; Sishuo Chen; Shicheng Li; Xu Sun 001; Lu Hou 002 (EMNLP (Findings), 2023)

Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning. - Lean Wang; Lei Li 039; Damai Dai; Deli Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (EMNLP, 2023)

Fed-FA: Theoretically Modeling Client Data Divergence for Federated Language Backdoor Defense. - Zhiyuan Zhang 001; Deli Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (NeurIPS, 2023)

FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation. - Yuanxin Liu; Lei Li 039; Shuhuai Ren; Rundong Gao; Shicheng Li; Sishuo Chen; Xu Sun 001; Lu Hou 002 (NeurIPS, 2023)

Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition. - Shuhuai Ren; Aston Zhang; Yi Zhu 001; Shuai Zhang; Shuai Zheng 004; Mu Li 003; Alexander J. Smola; Xu Sun 001 (NeurIPS, 2023)

A Survey for In-context Learning. - Qingxiu Dong; Lei Li 039; Damai Dai; Ce Zheng; Zhiyong Wu 011; Baobao Chang; Xu Sun 001; Jingjing Xu 001; Lei Li 005; Zhifang Sui (CoRR, 2023)

Integrating Local Real Data with Global Gradient Prototypes for Classifier Re-Balancing in Federated Long-Tailed Learning. - Wenkai Yang; Deli Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (CoRR, 2023)

M3IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning. - Lei Li 039; Yuwei Yin; Shicheng Li; Liang Chen 024; Peiyi Wang; Shuhuai Ren; Mukai Li; Yazheng Yang; Jingjing Xu 001; Xu Sun 001; Lingpeng Kong; Qi Liu 049 (CoRR, 2023)

Towards Codable Text Watermarking for Large Language Models. - Lean Wang; Wenkai Yang; Deli Chen; Hao Zhou 012; Yankai Lin; Fandong Meng; Jie Zhou 016; Xu Sun 001 (CoRR, 2023)

Incorporating Pre-trained Model Prompting in Multimodal Stock Volume Movement Prediction. - Ruibo Chen; Zhiyuan Zhang 001; Yi Liu; Ruihan Bao; Keiko Harimoto; Xu Sun 001 (CoRR, 2023)

RECALL: A Benchmark for LLMs Robustness against External Counterfactual Knowledge. - Yi Liu; Lianzhe Huang; Shicheng Li; Sishuo Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (CoRR, 2023)

ASAT: Adaptively scaled adversarial training in time series. - Zhiyuan Zhang 001; Wei Li 101; Ruihan Bao; Keiko Harimoto; Yunfang Wu; Xu Sun 001 (Neurocomputing, 2023)

A medical multimodal large language model for future pandemics. - Fenglin Liu; Tingting Zhu 001; Xian Wu 001; Bang Yang; Chenyu You; Chenyang Wang; Lei Lu; Zhangdaihong Liu; Yefeng Zheng 001; Xu Sun 001; Yang Yang 125; Lei A. Clifton; et al. (npj Digit. Medicine, 2023)

When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning. - Wenkai Yang; Yankai Lin; Guangxiang Zhao; Peng Li 030; Jie Zhou 016; Xu Sun 001 (Trans. Mach. Learn. Res., 2023)

TempCompass: Do Video LLMs Really Understand Videos? - Yuanxin Liu; Shicheng Li; Yi Liu; Yuxiang Wang; Shuhuai Ren; Lei Li 039; Sishuo Chen; Xu Sun 001; Lu Hou 002 (ACL (Findings), 2024)

TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding. - Shuhuai Ren; Linli Yao; Shicheng Li; Xu Sun 001; Lu Hou 002 (CVPR, 2024)

VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models. - Shicheng Li; Lei Li 039; Yi Liu; Shuhuai Ren; Yuanxin Liu; Rundong Gao; Xu Sun 001; Lu Hou 002 (ECCV (70), 2024)

Enhancing Byzantine-Resistant Aggregations with Client Embedding. - Zhiyuan Zhang 001; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (EMNLP (Findings), 2024)

A Survey on In-context Learning. - Qingxiu Dong; Lei Li 039; Damai Dai; Ce Zheng; Jingyuan Ma; Rui Li 094; Heming Xia; Jingjing Xu 001; Zhiyong Wu 011; Baobao Chang; Xu Sun 001; Lei Li 005; et al. (EMNLP, 2024)

Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs. - Lean Wang; Wenkai Yang; Deli Chen; Hao Zhou 012; Yankai Lin; Fandong Meng; Jie Zhou 016; Xu Sun 001 (ICLR, 2024)

Defying Forgetting in Continual Relation Extraction via Batch Spectral Norm Regularization. - Rundong Gao; Wenkai Yang; Xu Sun 001 (IJCNN, 2024)

Edit As You Wish: Video Caption Editing with Multi-grained User Control. - Linli Yao; Yuanmeng Zhang; Ziheng Wang; Xinglin Hou; Tiezheng Ge; Yuning Jiang 001; Xu Sun 001; Qin Jin (ACM Multimedia, 2024)

LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation? - Yuchi Wang; Shuhuai Ren; Rundong Gao; Linli Yao; Qingyan Guo; Kaikai An; Jianhong Bai; Xu Sun 001 (NAACL-HLT, 2024)

Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents. - Wenkai Yang; Xiaohan Bi; Yankai Lin; Sishuo Chen; Jie Zhou 016; Xu Sun 001 (NeurIPS, 2024)

Modal-adaptive Knowledge-enhanced Graph-based Financial Prediction from Monetary Policy Conference Calls with LLM. - Kun Ouyang; Yi Liu; Shicheng Li; Ruihan Bao; Keiko Harimoto; Xu Sun 001 (CoRR, 2024)

Towards Multimodal Video Paragraph Captioning Models Robust to Missing Modality. - Sishuo Chen; Lei Li 039; Shuhuai Ren; Rundong Gao; Yuanxin Liu; Xiaohan Bi; Xu Sun 001; Lu Hou 002 (CoRR, 2024)

DeCo: Decoupling Token Compression from Semantic Abstraction in Multimodal Large Language Models. - Linli Yao; Lei Li 039; Shuhuai Ren; Lean Wang; Yuanxin Liu; Xu Sun 001; Lu Hou 002 (CoRR, 2024)

Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts. - Lean Wang; Huazuo Gao; Chenggang Zhao; Xu Sun 001; Damai Dai (CoRR, 2024)

Decentralized Decoupled Training for Federated Long-Tailed Learning. - Wenkai Yang; Deli Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (Trans. Mach. Learn. Res., 2024)

InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation. - Yuchi Wang; Junliang Guo; Jianhong Bai; Runyi Yu 002; Tianyu He; Xu Tan 003; Xu Sun 001; Jiang Bian 002 (AAAI, 2025)

ATLANTIS: Weak-to-Strong Learning via Importance Sampling. - Yi Liu; Guoyin Wang; Shicheng Li; Feifan Song 001; Xu Sun 001 (ACL (1), 2025)

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension. - Kun Ouyang; Yuanxin Liu; Shicheng Li; Yi Liu; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (ACL (1), 2025)

Generative Frame Sampler for Long Video Understanding. - Linli Yao; Haoning Wu; Kun Ouyang; Yuanxing Zhang; Caiming Xiong; Bei Chen; Xu Sun 001; Junnan Li (ACL (Findings), 2025)

Proxy Tuning for Financial Sentiment Analysis: Overcoming Data Scarcity and Computational Barriers. - Yuxiang Wang; Yuchi Wang; Yi Liu; Ruihan Bao; Keiko Harimoto; Xu Sun 001 (COLING Workshops, 2025)

Modeling Interactions Between Stocks Using LLM-Enhanced Graphs for Volume Prediction. - Zhiyu Xu; Yi Liu; Yuchi Wang; Ruihan Bao; Keiko Harimoto; Xu Sun 001 (COLING Workshops, 2025)

VidTwin: Video VAE with Decoupled Structure and Dynamics. - Yuchi Wang; Junliang Guo; Xinyi Xie; Tianyu He; Xu Sun 001; Jiang Bian 002 (CVPR, 2025)

Temporal Reasoning Transfer from Text to Video. - Lei Li 039; Yuanxin Liu; Linli Yao; Peiyuan Zhang; Chenxin An; Lean Wang; Xu Sun 001; Lingpeng Kong; Qi Liu 049 (ICLR, 2025)

Rethinking Natural Language Generation with Layer-Wise Multi-View Decoding. - Fenglin Liu; Xuancheng Ren; Guangxiang Zhao; Chenyu You; Sherry Ma; Xian Wu 001; Wei Fan 001; Xu Sun 001 (ACM Trans. Knowl. Discov. Data, 2025)

Next Block Prediction: Video Generation via Semi-Autoregressive Modeling. - Shuhuai Ren; Shuming Ma; Xu Sun 001; Furu Wei (CoRR, 2025)

TEMPLE:Temporal Preference Learning of Video LLMs via Difficulty Scheduling and Pre-SFT Alignment. - Shicheng Li; Lei Li 039; Kun Ouyang; Shuhuai Ren; Yuanxin Liu; Yuanxing Zhang; Fuzheng Zhang; Lingpeng Kong; Qi Liu 049; Xu Sun 001 (CoRR, 2025)

TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos. - Linli Yao; Yicheng Li; Yuancheng Wei; Lei Li 039; Shuhuai Ren; Yuanxin Liu; Kun Ouyang; Lean Wang; Shicheng Li; Sida Li; Lingpeng Kong; Qi Liu 049; et al. (CoRR, 2025)

RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction. - Yuchi Wang; Yishuo Cai; Shuhuai Ren; Sihan Yang; Linli Yao; Yuanxin Liu; Yuanxing Zhang; Pengfei Wan; Xu Sun 001 (CoRR, 2025)