← Authors

Mu Li

95 papers · 2003–2026 · 16 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (89) 🌍 Conference Polyglot (16) πŸƒ Academic Marathon (22) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (9) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (28) 🀝 Dynamic Duo (43) πŸ‘‘ Triple Crown πŸ† Grand Slam 🌱 Topic Pioneer πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ† Keyword Champion πŸš€ Conference Pioneer ⚑ Prolific Year (6) πŸ”₯ Unstoppable (23) πŸ’Ž Century Club (94) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (231)

Conferences

ACL (28) EMNLP (16) COLING (9) NIPS (7) CONLL (5) CVPR (5) AAAI (4) ICLR (4) ICML (4) IJCNLP (4) AISTATS (2) ICCV (2) NAACL (2) ECCV (1) JMLR (1) OSDI (1)

Top co-authors

Ming Zhou (43) Dongdong Zhang (21) Shujie LIU (21) Shuangzhi Wu (16) Yi Zhu (10) Aston Zhang (9) Xingjian SHI (9) Chi-Ho Li (9) Nan Duan (8) Jiali Zeng (7)

Keywords

neural machine translation (12) attention mechanism (4) distributed learning (3) transfer learning (3) data augmentation (3) knowledge distillation (3) convolutional neural network (3) rate-distortion optimization (3) deep learning (2) image compression (2) neural network optimization (2) adversarial training (2) representation learning (2) self-attention mechanism (2) batch normalization (2) machine translation (2) kl divergence (2) object detection (2) natural language processing (2) model compression (2)

Papers

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