← Authors

Kun Xu

59 papers · 2015–2026 · 14 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (14) 🌈 Renaissance Researcher (11) 🐝 Cross-Pollinator (10) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (92) πŸƒ Academic Marathon (10) 🌟 Keyword Trendsetter Combo (3) 🀝 Dynamic Duo (18) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (15) 🧬 Topic Evolution πŸ† Keyword Champion πŸš€ Conference Pioneer πŸ’Ž Century Club (58) ⚑ Prolific Year (12) πŸ”₯ Unstoppable (5) πŸ—ƒοΈ Keyword Collector (245) πŸ“ˆ Trend Setter

Conferences

EMNLP (13) ACL (12) AAAI (5) IJCNLP (5) NIPS (5) ICLR (4) ICML (4) NAACL (3) COLING (2) CVPR (2) EACL (1) ECCV (1) ICCV (1) INTERSPEECH (1)

Top co-authors

Dong Yu (18) Linfeng Song (15) Yansong Feng (12) Jun Zhu (9) Liwei Chen (8) Dongyan Zhao (7) Yang Song (6) Lifeng Jin (6) Chongxuan Li (6) Songfang Huang (6)

Keywords

multi-task learning (5) unsupervised learning (5) question answering (4) word embedding (4) text classification (4) dialogue understanding (4) score matching (3) named entity recognition (3) coreference resolution (3) grammar induction (2) variational inference (2) semantic role labeling (2) knowledge base (2) cross-lingual alignment (2) natural language understanding (2) adversarial robustness (2) contrastive learning (2) relation extraction (2) representation learning (2) weakly supervised learning (2)

Papers

Generating Attribute-Aware Human Motions from Textual Prompt AAAI 2026
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment EMNLP 2025
Granularity-Adaptive Spatial Evidence Tokenization for Video Question Answering AAAI 2025
Pyramidal Flow Matching for Efficient Video Generative Modeling ICLR 2025
Probing Multimodal Large Language Models for Global and Local Semantic Representations COLING 2024
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance NIPS 2024
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization ICML 2024
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization ICLR 2024
Harder Task Needs More Experts: Dynamic Routing in MoE Models ACL 2024
Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution ACL 2022
Learning a Grammar Inducer from Massive Uncurated Instructional Videos EMNLP 2022
Neural Color Operators for Sequential Image Retouching ECCV 2022
Zero-shot Cross-lingual Conversational Semantic Role Labeling NAACL 2022
RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging EMNLP 2021
Rethinking and Reweighting the Univariate Losses for Multi-Label Ranking: Consistency and Generalization NIPS 2021
Domain-Adaptive Pretraining Methods for Dialogue Understanding ACL 2021
On the Generation of Medical Dialogs for COVID-19 ACL 2021
TexSmart: A System for Enhanced Natural Language Understanding ACL 2021
Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment CVPR 2021
Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation CVPR 2021
Joint Coreference Resolution and Character Linking for Multiparty Conversation EACL 2021
CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling EMNLP 2021
DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling EMNLP 2021
Exophoric Pronoun Resolution in Dialogues with Topic Regularization EMNLP 2021
Instance-adaptive training with noise-robust losses against noisy labels EMNLP 2021
Self-Supervised Neural Networks for Spectral Snapshot Compressive Imaging ICCV 2021
Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models ICML 2021
Domain-Adaptive Pretraining Methods for Dialogue Understanding IJCNLP 2021
On the Generation of Medical Dialogs for COVID-19 IJCNLP 2021
TexSmart: A System for Enhanced Natural Language Understanding IJCNLP 2021
Video-aided Unsupervised Grammar Induction NAACL 2021
Structural Information Preserving for Graph-to-Text Generation ACL 2020
Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment AAAI 2020
Relation Extraction Exploiting Full Dependency Forests AAAI 2020
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter EMNLP 2020
DurIAN: Duration Informed Attention Network for Speech Synthesis INTERSPEECH 2020
Boosting Adversarial Training with Hypersphere Embedding NIPS 2020
Bi-level Score Matching for Learning Energy-based Latent Variable Models NIPS 2020
Understanding and Stabilizing GANs’ Training Dynamics Using Control Theory ICML 2020
ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT ACL 2020
Efficient Learning of Generative Models via Finite-Difference Score Matching NIPS 2020
Rethinking Softmax Cross-Entropy Loss for Adversarial Robustness ICLR 2020
To Relieve Your Headache of Training an MRF, Take AdVIL ICLR 2020
Multiplex Word Embeddings for Selectional Preference Acquisition EMNLP 2019
Multiplex Word Embeddings for Selectional Preference Acquisition IJCNLP 2019
Enhancing Key-Value Memory Neural Networks for Knowledge Based Question Answering NAACL 2019
Improving Adversarial Robustness via Promoting Ensemble Diversity ICML 2019
Multi-Granular Text Encoding for Self-Explaining Categorization ACL 2019
Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network ACL 2019
Lattice CNNs for Matching Based Chinese Question Answering AAAI 2019
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers ACL 2019
Word Mover’s Embedding: From Word2Vec to Document Embedding EMNLP 2018
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model EMNLP 2018
SQL-to-Text Generation with Graph-to-Sequence Model EMNLP 2018
Question Answering on Freebase via Relation Extraction and Textual Evidence ACL 2016
Hybrid Question Answering over Knowledge Base and Free Text COLING 2016
Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling EMNLP 2015
Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases IJCNLP 2015
Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases ACL 2015