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ORCIDKun Xu 0005
Person information
- affiliation: Tencent AI Lab, Seattle, WA, USA
- affiliation: IBM Research, Yorktown Heights, NY, USA
- affiliation: Peking University, Institute of Computer Science Technology, China
Other persons with the same name
- Kun Xu — disambiguation page
- Kun Xu 0001
![[0000-0002-3985-739X]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-3985-739X")
— Hong Kong University of Science and Technology, Department of Mathematics, Hong Kong (and 2 more) - Kun Xu 0002 — PLA Academy of National Defense Information, Wuhan, China
- Kun Xu 0003 — Tsinghua University, Department of Computer Science and Technology, Beijing, China
- Kun Xu 0004 — Tsinghua University, Tsinghua-Fuzhou Institute for Data Technology, Beijing, China
- Kun Xu 0006 — University of Florida, Department of Telecommunication, College of Journalism and Communications, Gainesville, FL, USA (and 1 more)
- Kun Xu 0007 — Beihang University, School of Mechanical Engineering and Automation, Robotics Institute, Beijing, 100191 China
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Journal Articles
- 2024
[j5]Han Wu, Kun Xu, Linqi Song:
Structure-Aware Dialogue Modeling Methods for Conversational Semantic Role Labeling. IEEE ACM Trans. Audio Speech Lang. Process. 32: 742-752 (2024)- 2023
- [j4]Yinya Huang, Lemao Liu, Kun Xu, Meng Fang, Liang Lin, Xiaodan Liang:
Discourse-Aware Graph Networks for Textual Logical Reasoning. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 11668-11688 (2023) - 2022
- [j3]Linfeng Song, Chunlei Xin, Shaopeng Lai, Ante Wang, Jinsong Su, Kun Xu:
CASA: Conversational Aspect Sentiment Analysis for Dialogue Understanding. J. Artif. Intell. Res. 73: 511-533 (2022) - 2021
- [j2]Kun Xu, Han Wu, Linfeng Song, Haisong Zhang, Linqi Song, Dong Yu:
Conversational Semantic Role Labeling. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2465-2475 (2021) - 2014
- [j1]Lei Zou, Kun Xu, Jeffrey Xu Yu, Lei Chen, Yanghua Xiao, Dongyan Zhao:
Efficient processing of label-constraint reachability queries in large graphs. Inf. Syst. 40: 47-66 (2014)
Conference and Workshop Papers
- 2024
- [c44]Mingxu Tao, Quzhe Huang, Kun Xu, Liwei Chen, Yansong Feng, Dongyan Zhao:
Probing Multimodal Large Language Models for Global and Local Semantic Representations. LREC/COLING 2024: 13050-13056 - [c43]Yang Jin, Kun Xu, Kun Xu, Liwei Chen, Chao Liao, Jianchao Tan, Quzhe Huang, Bin Chen, Chengru Song, Dai Meng, Di Zhang, Wenwu Ou, Kun Gai, Yadong Mu:
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization. ICLR 2024 - [c42]Yang Jin, Kun Xu, Kun Xu, Liwei Chen, Chao Liao, Jianchao Tan, Quzhe Huang, Bin Chen, Chengru Song, Dai Meng, Di Zhang, Wenwu Ou, Kun Gai, Yadong Mu:
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization. ICLR 2024 - [c41]Yang Jin, Zhicheng Sun, Kun Xu, Kun Xu, Liwei Chen, Hao Jiang, Quzhe Huang, Chengru Song, Yuliang Liu, Di Zhang, Yang Song, Kun Gai, Yadong Mu:
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization. ICML 2024 - 2022
- [c40]Irene Li, Linfeng Song, Kun Xu, Dong Yu:
Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution. ACL (1) 2022: 2790-2800 - [c39]Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo:
Learning a Grammar Inducer from Massive Uncurated Instructional Videos. EMNLP 2022: 233-247 - [c38]Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song:
Zero-shot Cross-lingual Conversational Semantic Role Labeling. NAACL-HLT (Findings) 2022: 269-281 - 2021
- [c37]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:
TexSmart: A System for Enhanced Natural Language Understanding. ACL (demo) 2021: 1-10 - [c36]Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang, Linqi Song:
Domain-Adaptive Pretraining Methods for Dialogue Understanding. ACL/IJCNLP (2) 2021: 665-669 - [c35]Tianqing Fang, Haojie Pan, Hongming Zhang, Yangqiu Song, Kun Xu, Dong Yu:
Do Boat and Ocean Suggest Beach? Dialogue Summarization with External Knowledge. AKBC 2021 - [c34]Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang, Dong Yu:
Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation. CVPR 2021: 14090-14100 - [c33]Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu:
Joint Coreference Resolution and Character Linking for Multiparty Conversation. EACL 2021: 539-548 - [c32]Han Wu, Kun Xu, Linqi Song:
CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling. EMNLP (1) 2021: 2312-2317 - [c31]Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu:
Exophoric Pronoun Resolution in Dialogues with Topic Regularization. EMNLP (1) 2021: 3832-3845 - [c30]Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, Dong Yu:
RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging. EMNLP (1) 2021: 4913-4924 - [c29]Lifeng Jin, Linfeng Song, Kun Xu, Dong Yu:
Instance-adaptive training with noise-robust losses against noisy labels. EMNLP (1) 2021: 5647-5663 - [c28]Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo:
Video-aided Unsupervised Grammar Induction. NAACL-HLT 2021: 1513-1524 - [c27]Lifeng Jin, Kun Xu, Linfeng Song, Dong Yu:
Distant Finetuning with Discourse Relations for Stance Classification. NLPCC (2) 2021: 484-495 - 2020
- [c26]Lifeng Jin, Linfeng Song, Yue Zhang, Kun Xu, Wei-Yun Ma, Dong Yu:
Relation Extraction Exploiting Full Dependency Forests. AAAI 2020: 8034-8041 - [c25]Kun Xu, Linfeng Song, Yansong Feng, Yan Song, Dong Yu:
Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment. AAAI 2020: 9354-9361 - [c24]Linfeng Song, Kun Xu, Yue Zhang, Jianshu Chen, Dong Yu:
ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT. ACL 2020: 5429-5434 - [c23]Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu:
Structural Information Preserving for Graph-to-Text Generation. ACL 2020: 7987-7998 - [c22]Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu:
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter. EMNLP (1) 2020: 6632-6639 - [c21]Chengzhu Yu, Heng Lu, Na Hu, Meng Yu, Chao Weng, Kun Xu, Peng Liu, Deyi Tuo, Shiyin Kang, Guangzhi Lei, Dan Su, Dong Yu:
DurIAN: Duration Informed Attention Network for Speech Synthesis. INTERSPEECH 2020: 2027-2031 - 2019
- [c20]Yuxuan Lai, Yansong Feng, Xiaohan Yu, Zheng Wang, Kun Xu, Dongyan Zhao:
Lattice CNNs for Matching Based Chinese Question Answering. AAAI 2019: 6634-6641 - [c19]Kun Xu, Liwei Wang, Mo Yu, Yansong Feng, Yan Song, Zhiguo Wang, Dong Yu:
Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network. ACL (1) 2019: 3156-3161 - [c18]Zhiguo Wang, Yue Zhang, Mo Yu, Wei Zhang, Lin Pan, Linfeng Song, Kun Xu, Yousef El-Kurdi:
Multi-Granular Text Encoding for Self-Explaining Categorization. BlackboxNLP@ACL 2019: 41-45 - [c17]Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu:
Multiplex Word Embeddings for Selectional Preference Acquisition. EMNLP/IJCNLP (1) 2019: 5246-5255 - [c16]Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu C. Aggarwal:
Efficient Global String Kernel with Random Features: Beyond Counting Substructures. KDD 2019: 520-528 - [c15]Lingfei Wu, Ian En-Hsu Yen, Zhen Zhang, Kun Xu, Liang Zhao, Xi Peng, Yinglong Xia, Charu C. Aggarwal:
Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding. KDD 2019: 1418-1428 - [c14]Kun Xu, Yuxuan Lai, Yansong Feng, Zhiguo Wang:
Enhancing Key-Value Memory Neural Networks for Knowledge Based Question Answering. NAACL-HLT (1) 2019: 2937-2947 - 2018
- [c13]Kun Xu, Lingfei Wu, Zhiguo Wang, Mo Yu, Liwei Chen, Vadim Sheinin:
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model. EMNLP 2018: 918-924 - [c12]Kun Xu, Lingfei Wu, Zhiguo Wang, Yansong Feng, Vadim Sheinin:
SQL-to-Text Generation with Graph-to-Sequence Model. EMNLP 2018: 931-936 - [c11]Lingfei Wu, Ian En-Hsu Yen, Kun Xu, Fangli Xu, Avinash Balakrishnan, Pin-Yu Chen, Pradeep Ravikumar, Michael J. Witbrock:
Word Mover's Embedding: From Word2Vec to Document Embedding. EMNLP 2018: 4524-4534 - 2016
- [c10]Kun Xu, Siva Reddy, Yansong Feng, Songfang Huang, Dongyan Zhao:
Question Answering on Freebase via Relation Extraction and Textual Evidence. ACL (1) 2016 - [c9]Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao:
Hybrid Question Answering over Knowledge Base and Free Text. COLING 2016: 2397-2407 - 2015
- [c8]Kun Xu, Sheng Zhang, Yansong Feng, Songfang Huang, Dongyan Zhao:
What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions. AAAI 2015: 4222-4223 - [c7]Sheng Zhang, Yansong Feng, Songfang Huang, Kun Xu, Zhe Han, Dongyan Zhao:
Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases. ACL (2) 2015: 225-230 - [c6]Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao:
Question Answering via Phrasal Semantic Parsing. CLEF 2015: 414-426 - [c5]Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao:
Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling. EMNLP 2015: 536-540 - 2014
- [c4]Kun Xu, Yansong Feng, Dongyan Zhao:
Answering Natural Language Questions via Phrasal Semantic Parsing. CLEF (Working Notes) 2014: 1260-1274 - [c3]Kun Xu, Sheng Zhang, Yansong Feng, Dongyan Zhao:
Answering Natural Language Questions via Phrasal Semantic Parsing. NLPCC 2014: 333-344 - 2012
- [c2]Yidong Chen, Liwei Chen, Kun Xu:
Learning Chinese Entity Attributes from Online Encyclopedia. APWeb Workshops 2012: 179-186 - 2011
- [c1]Kun Xu, Lei Zou, Jeffrey Xu Yu, Lei Chen, Yanghua Xiao, Dongyan Zhao:
Answering label-constraint reachability in large graphs. CIKM 2011: 1595-1600
Informal and Other Publications
- 2024
- [i37]Yang Jin, Zhicheng Sun, Kun Xu, Kun Xu, Liwei Chen, Hao Jiang, Quzhe Huang, Chengru Song, Yuliang Liu, Di Zhang, Yang Song, Kun Gai, Yadong Mu:
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization. CoRR abs/2402.03161 (2024) - [i36]Yang Jin, Zhicheng Sun, Kun Xu, Kun Xu, Liwei Chen, Hao Jiang, Quzhe Huang, Chengru Song, Yuliang Liu, Di Zhang, Yang Song, Kun Gai, Yadong Mu:
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization. CoRR abs/2402.03161 (2024) - [i35]Mingxu Tao, Quzhe Huang, Kun Xu, Liwei Chen, Yansong Feng, Dongyan Zhao:
Probing Multimodal Large Language Models for Global and Local Semantic Representation. CoRR abs/2402.17304 (2024) - [i34]Zhicheng Sun, Zhenhao Yang, Yang Jin, Haozhe Chi, Kun Xu, Kun Xu, Liwei Chen, Hao Jiang, Di Zhang, Yang Song, Kun Gai, Yadong Mu:
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance. CoRR abs/2405.14677 (2024) - [i33]Zhicheng Sun, Zhenhao Yang, Yang Jin, Haozhe Chi, Kun Xu, Kun Xu, Liwei Chen, Hao Jiang, Di Zhang, Yang Song, Kun Gai, Yadong Mu:
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance. CoRR abs/2405.14677 (2024) - 2023
- [i32]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:
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization. CoRR abs/2309.04669 (2023) - [i31]Hejing Cao, Zhenwei An, Jiazhan Feng, Kun Xu, Liwei Chen, Dongyan Zhao:
A Step Closer to Comprehensive Answers: Constrained Multi-Stage Question Decomposition with Large Language Models. CoRR abs/2311.07491 (2023) - 2022
- [i30]Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song:
Zero-shot Cross-lingual Conversational Semantic Role Labeling. CoRR abs/2204.04914 (2022) - [i29]Lifeng Jin, Kun Xu, Linfeng Song, Dong Yu:
Distant finetuning with discourse relations for stance classification. CoRR abs/2204.12693 (2022) - [i28]Yinya Huang, Lemao Liu, Kun Xu, Meng Fang, Liang Lin, Xiaodan Liang:
Discourse-Aware Graph Networks for Textual Logical Reasoning. CoRR abs/2207.01450 (2022) - [i27]Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo:
Learning a Grammar Inducer from Massive Uncurated Instructional Videos. CoRR abs/2210.12309 (2022) - 2021
- [i26]Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu:
Joint Coreference Resolution and Character Linking for Multiparty Conversation. CoRR abs/2101.11204 (2021) - [i25]Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu:
Structural Information Preserving for Graph-to-Text Generation. CoRR abs/2102.06749 (2021) - [i24]Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo:
Video-aided Unsupervised Grammar Induction. CoRR abs/2104.04369 (2021) - [i23]Kun Xu, Han Wu, Linfeng Song, Haisong Zhang, Linqi Song, Dong Yu:
Conversational Semantic Role Labeling. CoRR abs/2104.04947 (2021) - [i22]Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang, Linqi Song:
Domain-Adaptive Pretraining Methods for Dialogue Understanding. CoRR abs/2105.13665 (2021) - [i21]Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu:
Exophoric Pronoun Resolution in Dialogues with Topic Regularization. CoRR abs/2109.04787 (2021) - [i20]Han Wu, Kun Xu, Linqi Song:
CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling. CoRR abs/2109.11541 (2021) - 2020
- [i19]Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu:
Multiplex Word Embeddings for Selectional Preference Acquisition. CoRR abs/2001.02836 (2020) - [i18]Kun Xu, Linfeng Song, Yansong Feng, Yan Song, Dong Yu:
Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment. CoRR abs/2001.08728 (2020) - [i17]Mutian He, Yangqiu Song, Kun Xu, Dong Yu:
On the Role of Conceptualization in Commonsense Knowledge Graph Construction. CoRR abs/2003.03239 (2020) - [i16]Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang, Dong Yu:
Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation. CoRR abs/2007.01951 (2020) - [i15]Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu:
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter. CoRR abs/2010.01417 (2020) - [i14]Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, Dong Yu:
Robust Dialogue Utterance Rewriting as Sequence Tagging. CoRR abs/2012.14535 (2020) - [i13]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:
TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis. CoRR abs/2012.15639 (2020) - 2019
- [i12]Yuxuan Lai, Yansong Feng, Xiaohan Yu, Zheng Wang, Kun Xu, Dongyan Zhao:
Lattice CNNs for Matching Based Chinese Question Answering. CoRR abs/1902.09087 (2019) - [i11]Kun Xu, Liwei Wang, Mo Yu, Yansong Feng, Yan Song, Zhiguo Wang, Dong Yu:
Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network. CoRR abs/1905.11605 (2019) - [i10]Zhiguo Wang, Yue Zhang, Mo Yu, Wei Zhang, Lin Pan, Linfeng Song, Kun Xu, Yousef El-Kurdi:
Multi-Granular Text Encoding for Self-Explaining Categorization. CoRR abs/1907.08532 (2019) - [i9]Chengzhu Yu, Heng Lu, Na Hu, Meng Yu, Chao Weng, Kun Xu, Peng Liu, Deyi Tuo, Shiyin Kang, Guangzhi Lei, Dan Su, Dong Yu:
DurIAN: Duration Informed Attention Network For Multimodal Synthesis. CoRR abs/1909.01700 (2019) - [i8]Lingfei Wu, Ian En-Hsu Yen, Zhen Zhang, Kun Xu, Liang Zhao, Xi Peng, Yinglong Xia, Charu C. Aggarwal:
Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding. CoRR abs/1911.11119 (2019) - [i7]Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu C. Aggarwal:
Efficient Global String Kernel with Random Features: Beyond Counting Substructures. CoRR abs/1911.11121 (2019) - 2018
- [i6]Kun Xu, Lingfei Wu, Zhiguo Wang, Yansong Feng, Vadim Sheinin:
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks. CoRR abs/1804.00823 (2018) - [i5]Kun Xu, Lingfei Wu, Zhiguo Wang, Mo Yu, Liwei Chen, Vadim Sheinin:
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model. CoRR abs/1808.07624 (2018) - [i4]Kun Xu, Lingfei Wu, Zhiguo Wang, Mo Yu, Liwei Chen, Vadim Sheinin:
SQL-to-Text Generation with Graph-to-Sequence Model. CoRR abs/1809.05255 (2018) - [i3]Lingfei Wu, Ian En-Hsu Yen, Kun Xu, Fangli Xu, Avinash Balakrishnan, Pin-Yu Chen, Pradeep Ravikumar, Michael J. Witbrock:
Word Mover's Embedding: From Word2Vec to Document Embedding. CoRR abs/1811.01713 (2018) - 2016
- [i2]Kun Xu, Yansong Feng, Siva Reddy, Songfang Huang, Dongyan Zhao:
Enhancing Freebase Question Answering Using Textual Evidence. CoRR abs/1603.00957 (2016) - 2015
- [i1]Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao:
Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling. CoRR abs/1506.07650 (2015)
Coauthor Index
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