Kun Xu

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