Kun Xu

97 papers A* 21A 3B 1Journal 47Unranked 25
YearRankTypeTitle / Venue / Authors
2026 A* conf
Generating Attribute-Aware Human Motions from Textual Prompt.
AAAI
Xinghan Wang, Kun Xu, Fei Li, Cao Sheng, Jiazhong Yu, Yadong Mu
2025 A* conf
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment.
EMNLP
Jingcheng Deng, Zhongtao Jiang, Liang Pang, Zihao Wei, Liwei Chen, Kun Xu, Yang Song, Huawei Shen, Xueqi Cheng
2025 J jnl
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment.
CoRR
Jingcheng Deng, Zhongtao Jiang, Liang Pang, Liwei Chen, Kun Xu, Zihao Wei, Huawei Shen, Xueqi Cheng
2025 J jnl
Generating Attribute-Aware Human Motions from Textual Prompt.
CoRR
Xinghan Wang, Kun Xu, Fei Li, Cao Sheng, Jiazhong Yu, Yadong Mu
2025 A* conf
Granularity-Adaptive Spatial Evidence Tokenization for Video Question Answering.
AAAI
Hao Jiang, Yang Jin, Zhicheng Sun, Kun Xu, Liwei Chen, Yang Song, Kun Gai, Yadong Mu
2025 J jnl
Latent Reasoning in LLMs as a Vocabulary-Space Superposition.
CoRR
Jingcheng Deng, Liang Pang, Zihao Wei, Shicheng Xu, Zenghao Duan, Kun Xu, Yang Song, Huawei Shen, Xueqi Cheng
2025 J jnl
Learning from Next-Frame Prediction: Autoregressive Video Modeling Encodes Effective Representations.
CoRR
Jinghan Li, Yang Jin, Hao Jiang, Yadong Mu, Yang Song, Kun Xu
2025 — conf
On the Diminishing Returns of Complex Robust RAG Training in the Era of Powerful LLMs.
SIGIR-AP
Hanxing Ding, Shuchang Tao, Liang Pang, Zihao Wei, Liwei Chen, Kun Xu, Huawei Shen, Xueqi Cheng
2025 A* conf
Pyramidal Flow Matching for Efficient Video Generative Modeling.
ICLR
Yang Jin, Zhicheng Sun, Ningyuan Li, Kun Xu, Hao Jiang, Nan Zhuang, Quzhe Huang, Yang Song, Yadong Mu, Zhouchen Lin
2025 J jnl
Revisiting Robust RAG: Do We Still Need Complex Robust Training in the Era of Powerful LLMs?
CoRR
Hanxing Ding, Shuchang Tao, Liang Pang, Zihao Wei, Liwei Chen, Kun Xu, Huawei Shen, Xueqi Cheng
2024 — conf
Harder Task Needs More Experts: Dynamic Routing in MoE Models.
ACL (1)
Quzhe Huang, Zhenwei An, Nan Zhuang, Mingxu Tao, Chen Zhang, Yang Jin, Kun Xu, Liwei Chen, Songfang Huang, Yansong Feng
2024 J jnl
Harder Tasks Need More Experts: Dynamic Routing in MoE Models.
CoRR
Quzhe Huang, Zhenwei An, Nan Zhuang, Mingxu Tao, Chen Zhang, Yang Jin, Kun Xu, Liwei Chen, Songfang Huang, Yansong Feng
2024 J jnl
Probing Multimodal Large Language Models for Global and Local Semantic Representation.
CoRR
Mingxu Tao, Quzhe Huang, Kun Xu, Liwei Chen, Yansong Feng, Dongyan Zhao
2024 — conf
Probing Multimodal Large Language Models for Global and Local Semantic Representations.
LREC/COLING
Mingxu Tao, Quzhe Huang, Kun Xu, Liwei Chen, Yansong Feng, Dongyan Zhao
2024 J jnl
Pyramidal Flow Matching for Efficient Video Generative Modeling.
CoRR
Yang Jin, Zhicheng Sun, Ningyuan Li, Kun Xu, Hao Jiang, Nan Zhuang, Quzhe Huang, Yang Song, Yadong Mu, Zhouchen Lin
2024 A* conf
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance.
NeurIPS
Zhicheng Sun, Zhenhao Yang, Yang Jin, Haozhe Chi, Kun Xu, Liwei Chen, Hao Jiang, Yang Song, Kun Gai, Yadong Mu
2024 J jnl
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance.
CoRR
Zhicheng Sun, Zhenhao Yang, Yang Jin, Haozhe Chi, Kun Xu, Liwei Chen, Hao Jiang, Di Zhang, Yang Song, Kun Gai, Yadong Mu
2024 J jnl
Structure-Aware Dialogue Modeling Methods for Conversational Semantic Role Labeling.
IEEE ACM Trans. Audio Speech Lang. Process.
Han Wu, Kun Xu, Linqi Song
2024 A* conf
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization.
ICLR
Yang Jin, Kun Xu, Liwei Chen, Chao Liao, Jianchao Tan, Quzhe Huang, Bin Chen, Chengru Song, Dai Meng, Di Zhang, Wenwu Ou, Kun Gai, Yadong Mu
2024 A* conf
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization.
ICML
Yang Jin, Zhicheng Sun, Kun Xu, Liwei Chen, Hao Jiang, Quzhe Huang, Chengru Song, Yuliang Liu, Di Zhang, Yang Song, Kun Gai, Yadong Mu
2024 J jnl
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization.
CoRR
Yang Jin, Zhicheng Sun, Kun Xu, Liwei Chen, Hao Jiang, Quzhe Huang, Chengru Song, Yuliang Liu, Di Zhang, Yang Song, Kun Gai, Yadong Mu
2023 J jnl
A Step Closer to Comprehensive Answers: Constrained Multi-Stage Question Decomposition with Large Language Models.
CoRR
Hejing Cao, Zhenwei An, Jiazhan Feng, Kun Xu, Liwei Chen, Dongyan Zhao
2023 J jnl
Discourse-Aware Graph Networks for Textual Logical Reasoning.
IEEE Trans. Pattern Anal. Mach. Intell.
Yinya Huang, Lemao Liu, Kun Xu, Meng Fang, Liang Lin, Xiaodan Liang
2023 J jnl
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization.
CoRR
Yang Jin, Kun Xu, Liwei Chen, Chao Liao, Jianchao Tan, Quzhe Huang, Bin Chen, Chenyi Lei, An Liu, Chengru Song, Xiaoqiang Lei, Di Zhang, Wenwu Ou, Kun Gai, Yadong Mu
2022 J jnl
CASA: Conversational Aspect Sentiment Analysis for Dialogue Understanding.
J. Artif. Intell. Res.
Linfeng Song, Chunlei Xin, Shaopeng Lai, Ante Wang, Jinsong Su, Kun Xu
2022 J jnl
Discourse-Aware Graph Networks for Textual Logical Reasoning.
CoRR
Yinya Huang, Lemao Liu, Kun Xu, Meng Fang, Liang Lin, Xiaodan Liang
2022 J jnl
Distant finetuning with discourse relations for stance classification.
CoRR
Lifeng Jin, Kun Xu, Linfeng Song, Dong Yu
2022 A* conf
Learning a Grammar Inducer from Massive Uncurated Instructional Videos.
EMNLP
Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo
2022 J jnl
Learning a Grammar Inducer from Massive Uncurated Instructional Videos.
CoRR
Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo
2022 — conf
Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution.
ACL (1)
Irene Li, Linfeng Song, Kun Xu, Dong Yu
2022 — conf
Zero-shot Cross-lingual Conversational Semantic Role Labeling.
NAACL-HLT (Findings)
Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song
2022 J jnl
Zero-shot Cross-lingual Conversational Semantic Role Labeling.
CoRR
Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song
2021 — conf
CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling.
EMNLP (1)
Han Wu, Kun Xu, Linqi Song
2021 J jnl
CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling.
CoRR
Han Wu, Kun Xu, Linqi Song
2021 J jnl
Conversational Semantic Role Labeling.
CoRR
Kun Xu, Han Wu, Linfeng Song, Haisong Zhang, Linqi Song, Dong Yu
2021 J jnl
Conversational Semantic Role Labeling.
IEEE ACM Trans. Audio Speech Lang. Process.
Kun Xu, Han Wu, Linfeng Song, Haisong Zhang, Linqi Song, Dong Yu
2021 — conf
Distant Finetuning with Discourse Relations for Stance Classification.
NLPCC (2)
Lifeng Jin, Kun Xu, Linfeng Song, Dong Yu
2021 — conf
Do Boat and Ocean Suggest Beach? Dialogue Summarization with External Knowledge.
AKBC
Tianqing Fang, Haojie Pan, Hongming Zhang, Yangqiu Song, Kun Xu, Dong Yu
2021 — conf
Domain-Adaptive Pretraining Methods for Dialogue Understanding.
ACL/IJCNLP (2)
Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang, Linqi Song
2021 J jnl
Domain-Adaptive Pretraining Methods for Dialogue Understanding.
CoRR
Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang, Linqi Song
2021 — conf
Exophoric Pronoun Resolution in Dialogues with Topic Regularization.
EMNLP (1)
Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu
2021 J jnl
Exophoric Pronoun Resolution in Dialogues with Topic Regularization.
CoRR
Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu
2021 A* conf
Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation.
CVPR
Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang, Dong Yu
2021 — conf
Instance-adaptive training with noise-robust losses against noisy labels.
EMNLP (1)
Lifeng Jin, Linfeng Song, Kun Xu, Dong Yu
2021 A conf
Joint Coreference Resolution and Character Linking for Multiparty Conversation.
EACL
Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu
2021 J jnl
Joint Coreference Resolution and Character Linking for Multiparty Conversation.
CoRR
Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu
2021 — conf
RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging.
EMNLP (1)
Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, Dong Yu
2021 J jnl
Structural Information Preserving for Graph-to-Text Generation.
CoRR
Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu
2021 — conf
TexSmart: A System for Enhanced Natural Language Understanding.
ACL (demo)
Lemao Liu, Haisong Zhang, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Dick Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi
2021 — conf
Video-aided Unsupervised Grammar Induction.
NAACL-HLT
Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo
2021 J jnl
Video-aided Unsupervised Grammar Induction.
CoRR
Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo
2020 A* conf
Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment.
AAAI
Kun Xu, Linfeng Song, Yansong Feng, Yan Song, Dong Yu
2020 J jnl
Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment.
CoRR
Kun Xu, Linfeng Song, Yansong Feng, Yan Song, Dong Yu
2020 A conf
DurIAN: Duration Informed Attention Network for Speech Synthesis.
INTERSPEECH
Chengzhu Yu, Heng Lu, Na Hu, Meng Yu, Chao Weng, Kun Xu, Peng Liu, Deyi Tuo, Shiyin Kang, Guangzhi Lei, Dan Su, Dong Yu
2020 J jnl
Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation.
CoRR
Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang, Dong Yu
2020 J jnl
Multiplex Word Embeddings for Selectional Preference Acquisition.
CoRR
Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu
2020 J jnl
On the Role of Conceptualization in Commonsense Knowledge Graph Construction.
CoRR
Mutian He, Yangqiu Song, Kun Xu, Dong Yu
2020 A* conf
Relation Extraction Exploiting Full Dependency Forests.
AAAI
Lifeng Jin, Linfeng Song, Yue Zhang, Kun Xu, Wei-Yun Ma, Dong Yu
2020 J jnl
Robust Dialogue Utterance Rewriting as Sequence Tagging.
CoRR
Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, Dong Yu
2020 — conf
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter.
EMNLP (1)
Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu
2020 J jnl
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter.
CoRR
Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu
2020 A* conf
Structural Information Preserving for Graph-to-Text Generation.
ACL
Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu
2020 J jnl
TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis.
CoRR
Haisong Zhang, Lemao Liu, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Jianchen Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi
2020 A* conf
ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT.
ACL
Linfeng Song, Kun Xu, Yue Zhang, Jianshu Chen, Dong Yu
2019 — conf
Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network.
ACL (1)
Kun Xu, Liwei Wang, Mo Yu, Yansong Feng, Yan Song, Zhiguo Wang, Dong Yu
2019 J jnl
Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network.
CoRR
Kun Xu, Liwei Wang, Mo Yu, Yansong Feng, Yan Song, Zhiguo Wang, Dong Yu
2019 J jnl
DurIAN: Duration Informed Attention Network For Multimodal Synthesis.
CoRR
Chengzhu Yu, Heng Lu, Na Hu, Meng Yu, Chao Weng, Kun Xu, Peng Liu, Deyi Tuo, Shiyin Kang, Guangzhi Lei, Dan Su, Dong Yu
2019 A* conf
Efficient Global String Kernel with Random Features: Beyond Counting Substructures.
KDD
Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu C. Aggarwal
2019 J jnl
Efficient Global String Kernel with Random Features: Beyond Counting Substructures.
CoRR
Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu C. Aggarwal
2019 — conf
Enhancing Key-Value Memory Neural Networks for Knowledge Based Question Answering.
NAACL-HLT (1)
Kun Xu, Yuxuan Lai, Yansong Feng, Zhiguo Wang
2019 A* conf
Lattice CNNs for Matching Based Chinese Question Answering.
AAAI
Yuxuan Lai, Yansong Feng, Xiaohan Yu, Zheng Wang, Kun Xu, Dongyan Zhao
2019 J jnl
Lattice CNNs for Matching Based Chinese Question Answering.
CoRR
Yuxuan Lai, Yansong Feng, Xiaohan Yu, Zheng Wang, Kun Xu, Dongyan Zhao
2019 — conf
Multi-Granular Text Encoding for Self-Explaining Categorization.
BlackboxNLP@ACL
Zhiguo Wang, Yue Zhang, Mo Yu, Wei Zhang, Lin Pan, Linfeng Song, Kun Xu, Yousef El-Kurdi
2019 J jnl
Multi-Granular Text Encoding for Self-Explaining Categorization.
CoRR
Zhiguo Wang, Yue Zhang, Mo Yu, Wei Zhang, Lin Pan, Linfeng Song, Kun Xu, Yousef El-Kurdi
2019 — conf
Multiplex Word Embeddings for Selectional Preference Acquisition.
EMNLP/IJCNLP (1)
Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu
2019 A* conf
Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding.
KDD
Lingfei Wu, Ian En-Hsu Yen, Zhen Zhang, Kun Xu, Liang Zhao, Xi Peng, Yinglong Xia, Charu C. Aggarwal
2019 J jnl
Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding.
CoRR
Lingfei Wu, Ian En-Hsu Yen, Zhen Zhang, Kun Xu, Liang Zhao, Xi Peng, Yinglong Xia, Charu C. Aggarwal
2018 A* conf
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model.
EMNLP
Kun Xu, Lingfei Wu, Zhiguo Wang, Mo Yu, Liwei Chen, Vadim Sheinin
2018 J jnl
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model.
CoRR
Kun Xu, Lingfei Wu, Zhiguo Wang, Mo Yu, Liwei Chen, Vadim Sheinin
2018 J jnl
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks.
CoRR
Kun Xu, Lingfei Wu, Zhiguo Wang, Yansong Feng, Vadim Sheinin
2018 A* conf
SQL-to-Text Generation with Graph-to-Sequence Model.
EMNLP
Kun Xu, Lingfei Wu, Zhiguo Wang, Yansong Feng, Vadim Sheinin
2018 J jnl
SQL-to-Text Generation with Graph-to-Sequence Model.
CoRR
Kun Xu, Lingfei Wu, Zhiguo Wang, Mo Yu, Liwei Chen, Vadim Sheinin
2018 A* conf
Word Mover's Embedding: From Word2Vec to Document Embedding.
EMNLP
Lingfei Wu, Ian En-Hsu Yen, Kun Xu, Fangli Xu, Avinash Balakrishnan, Pin-Yu Chen, Pradeep Ravikumar, Michael J. Witbrock
2018 J jnl
Word Mover's Embedding: From Word2Vec to Document Embedding.
CoRR
Lingfei Wu, Ian En-Hsu Yen, Kun Xu, Fangli Xu, Avinash Balakrishnan, Pin-Yu Chen, Pradeep Ravikumar, Michael J. Witbrock
2016 J jnl
Enhancing Freebase Question Answering Using Textual Evidence.
CoRR
Kun Xu, Yansong Feng, Siva Reddy, Songfang Huang, Dongyan Zhao
2016 B conf
Hybrid Question Answering over Knowledge Base and Free Text.
COLING
Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao
2016 — conf
Question Answering on Freebase via Relation Extraction and Textual Evidence.
ACL (1)
Kun Xu, Siva Reddy, Yansong Feng, Songfang Huang, Dongyan Zhao
2015 — conf
Question Answering via Phrasal Semantic Parsing.
CLEF
Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao
2015 — conf
Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases.
ACL (2)
Sheng Zhang, Yansong Feng, Songfang Huang, Kun Xu, Zhe Han, Dongyan Zhao
2015 A* conf
Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling.
EMNLP
Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao
2015 J jnl
Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling.
CoRR
Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao
2015 A* conf
What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions.
AAAI
Kun Xu, Sheng Zhang, Yansong Feng, Songfang Huang, Dongyan Zhao
2014 — conf
Answering Natural Language Questions via Phrasal Semantic Parsing.
CLEF (Working Notes)
Kun Xu, Yansong Feng, Dongyan Zhao
2014 — conf
Answering Natural Language Questions via Phrasal Semantic Parsing.
NLPCC
Kun Xu, Sheng Zhang, Yansong Feng, Dongyan Zhao
2014 J jnl
Efficient processing of label-constraint reachability queries in large graphs.
Inf. Syst.
Lei Zou, Kun Xu, Jeffrey Xu Yu, Lei Chen, Yanghua Xiao, Dongyan Zhao
2012 — conf
Learning Chinese Entity Attributes from Online Encyclopedia.
APWeb Workshops
Yidong Chen, Liwei Chen, Kun Xu
2011 A conf
Answering label-constraint reachability in large graphs.
CIKM
Kun Xu, Lei Zou, Jeffrey Xu Yu, Lei Chen, Yanghua Xiao, Dongyan Zhao