Mu Li

DynaQuant: Dynamic Mixed-Precision Quantization for Learned Image Compression AAAI 2026 DiffusionREC: Diffusion Model with Adaptive Condition for Referring Expression Comprehension AAAI 2025 Learned Image Compression with Dictionary-based Entropy Model CVPR 2025 Learning Compact Semantic Information for Incomplete Multi-View Missing Multi-Label Classification ICML 2025 Dataset Distillation as Data Compression: A Rate-Utility Perspective ICCV 2025 Learned Scanpaths Aid Blind Panoramic Video Quality Assessment CVPR 2024 Spherical Pseudo-Cylindrical Representation for Omnidirectional Image Super-resolution AAAI 2024 Modular Blind Video Quality Assessment CVPR 2024 Tailoring Instructions to Student’s Learning Levels Boosts Knowledge Distillation ACL 2023 Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition NIPS 2023 Learning Multimodal Data Augmentation in Feature Space ICLR 2023 Parameter-Efficient Fine-Tuning Design Spaces ICLR 2023 Automatic Chain of Thought Prompting in Large Language Models ICLR 2023 XTab: Cross-table Pretraining for Tabular Transformers ICML 2023 A Cheaper and Better Diffusion Language Model with Soft-Masked Noise EMNLP 2023 PreDiff: Precipitation Nowcasting with Latent Diffusion Models NIPS 2023 AIM: Adapting Image Models for Efficient Video Action Recognition ICLR 2023 Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition ICML 2022 Earthformer: Exploring Space-Time Transformers for Earth System Forecasting NIPS 2022 Learning Confidence for Transformer-based Neural Machine Translation ACL 2022 Task-guided Disentangled Tuning for Pretrained Language Models ACL 2022 An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic Blocks COLING 2022 Removing Batch Normalization Boosts Adversarial Training ICML 2022 Modeling Multi-Granularity Hierarchical Features for Relation Extraction NAACL 2022 Blending Anti-Aliasing into Vision Transformer NIPS 2021 Progressive Coordinate Transforms for Monocular 3D Object Detection NIPS 2021 CrossNorm and SelfNorm for Generalization Under Distribution Shifts ICCV 2021 Attention Calibration for Transformer in Neural Machine Translation ACL 2021 Improving Unsupervised Extractive Summarization with Facet-Aware Modeling ACL 2021 Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context EMNLP 2021 Improving Unsupervised Extractive Summarization with Facet-Aware Modeling IJCNLP 2021 Attention Calibration for Transformer in Neural Machine Translation IJCNLP 2021 Recurrent Attention for Neural Machine Translation EMNLP 2021 Distiller: A Systematic Study of Model Distillation Methods in Natural Language Processing EMNLP 2021 Tencent Translation System for the WMT21 News Translation Task EMNLP 2021 Emotion Classification by Jointly Learning to Lexiconize and Classify COLING 2020 Tencent Neural Machine Translation Systems for the WMT20 News Translation Task EMNLP 2020 CSER: Communication-efficient SGD with Error Reset NIPS 2020 GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing JMLR 2020 Bag of Tricks for Image Classification with Convolutional Neural Networks CVPR 2019 Regularizing Neural Machine Translation by Target-Bidirectional Agreement AAAI 2019 Shift-Net: Image Inpainting via Deep Feature Rearrangement ECCV 2018 Triangular Architecture for Rare Language Translation ACL 2018 Generative Bridging Network for Neural Sequence Prediction NAACL 2018 Bidirectional Generative Adversarial Networks for Neural Machine Translation CONLL 2018 Learning Convolutional Networks for Content-Weighted Image Compression CVPR 2018 Chunk-based Decoder for Neural Machine Translation ACL 2017 Sequence-to-Dependency Neural Machine Translation ACL 2017 Data Driven Resource Allocation for Distributed Learning AISTATS 2017 Stack-based Multi-layer Attention for Transition-based Dependency Parsing EMNLP 2017 AdaDelay: Delay Adaptive Distributed Stochastic Optimization AISTATS 2016 Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation COLING 2016 Knowledge-Based Semantic Embedding for Machine Translation ACL 2016 Hierarchical Recurrent Neural Network for Document Modeling EMNLP 2015 Communication Efficient Distributed Machine Learning with the Parameter Server NIPS 2014 A Recursive Recurrent Neural Network for Statistical Machine Translation ACL 2014 Learning Topic Representation for SMT with Neural Networks ACL 2014 Bilingually-constrained Phrase Embeddings for Machine Translation ACL 2014 Scaling Distributed Machine Learning with the Parameter Server OSDI 2014 A Lexicalized Reordering Model for Hierarchical Phrase-based Translation COLING 2014 Learning Entity Representation for Entity Disambiguation ACL 2013 Bilingual Data Cleaning for SMT using Graph-based Random Walk ACL 2013 Efficient Collective Entity Linking with Stacking EMNLP 2013 Multi-Domain Adaptation for SMT Using Multi-Task Learning EMNLP 2013 Word Alignment Modeling with Context Dependent Deep Neural Network ACL 2013 Punctuation Prediction with Transition-based Parsing ACL 2013 Hierarchical Chunk-to-String Translation ACL 2012 Translation Model Size Reduction for Hierarchical Phrase-based Statistical Machine Translation ACL 2012 Re-training Monolingual Parser Bilingually for Syntactic SMT CONLL 2012 Forced Derivation Tree based Model Training to Statistical Machine Translation CONLL 2012 Learning Translation Consensus with Structured Label Propagation ACL 2012 A Ranking-based Approach to Word Reordering for Statistical Machine Translation ACL 2012 Forced Derivation Tree based Model Training to Statistical Machine Translation EMNLP 2012 Re-training Monolingual Parser Bilingually for Syntactic SMT EMNLP 2012 Hypothesis Mixture Decoding for Statistical Machine Translation ACL 2011 Hybrid Decoding: Decoding with Partial Hypotheses Combination over Multiple SMT Systems COLING 2010 A Joint Rule Selection Model for Hierarchical Phrase-Based Translation ACL 2010 Mixture Model-based Minimum Bayes Risk Decoding using Multiple Machine Translation Systems COLING 2010 Adaptive Development Data Selection for Log-linear Model in Statistical Machine Translation COLING 2010 Better Synchronous Binarization for Machine Translation EMNLP 2009 Collaborative Decoding: Partial Hypothesis Re-ranking Using Translation Consensus between Decoders IJCNLP 2009 Collaborative Decoding: Partial Hypothesis Re-ranking Using Translation Consensus between Decoders ACL 2009 The Feature Subspace Method for SMT System Combination EMNLP 2009 Measure Word Generation for English-Chinese SMT Systems ACL 2008 Diagnostic Evaluation of Machine Translation Systems Using Automatically Constructed Linguistic Check-Points COLING 2008 Phrase Reordering Model Integrating Syntactic Knowledge for SMT CONLL 2007 A Probabilistic Approach to Syntax-based Reordering for Statistical Machine Translation ACL 2007 Phrase Reordering Model Integrating Syntactic Knowledge for SMT EMNLP 2007 Improving Query Spelling Correction Using Web Search Results CONLL 2007 Improving Query Spelling Correction Using Web Search Results EMNLP 2007 Exploring Distributional Similarity Based Models for Query Spelling Correction ACL 2006 Exploring Distributional Similarity Based Models for Query Spelling Correction COLING 2006 Detecting Segmentation Errors in Chinese Annotated Corpus IJCNLP 2005 Adaptive Chinese Word Segmentation ACL 2004 Improved Source-Channel Models for Chinese Word Segmentation ACL 2003