← Authors

Wei Lu

131 papers · 2008–2026 · 14 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (14) 🌈 Renaissance Researcher (12) 🐝 Cross-Pollinator (14) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (17) πŸ—ΊοΈ Taxonomy Completionist (16) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (26) 🐺 Lone Wolf (5) πŸ† Grand Slam 🀝 Dynamic Duo (11) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (19) πŸ† Keyword Champion (2) πŸ’Ž Century Club (126) ⚑ Prolific Year (7) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (12) πŸ—ƒοΈ Keyword Collector (512) πŸš€ Conference Pioneer

Conferences

EMNLP (50) ACL (26) AAAI (19) IJCNLP (8) NAACL (8) CVPR (4) IJCAI (4) COLING (2) ICLR (2) ICML (2) NIPS (2) SEMEVAL (2) CONLL (1) ICCV (1)

Top co-authors

Zhanming Jie (11) Lidong Bing (8) Yanyan Zou (8) Lu Xu (7) Pengjun Xie (6) Di Niu (6) Zhijiang Guo (6) Xiangyang Luo (5) Shangling Jui (5) Jiawei Liu (5)

Research topics

Computer Vision (1)

Keywords

named entity recognition (19) sequence labeling (9) transfer learning (8) semantic parsing (8) large language model (8) structured prediction (7) graph neural network (7) neural network (7) contrastive learning (6) graph convolutional network (6) representation learning (6) text classification (5) relation extraction (5) attention mechanism (4) language model (4) natural language processing (4) domain adaptation (4) information extraction (4) multi-task learning (4) few-shot learning (4)

Papers

LWGANet: Addressing Spatial and Channel Redundancy in Remote Sensing Visual Tasks with Light-Weight Grouped Attention AAAI 2026
Weakly-Supervised Image Forgery Localization via Vision-Language Collaborative Reasoning Framework AAAI 2026
VoiceCloak: A Multi-Dimensional Defense Framework Against Unauthorized Diffusion-Based Voice Cloning AAAI 2026
ARIW-Framework: Adaptive Robust Iterative Watermarking Framework AAAI 2026
StyleSentinel: Reliable Artistic Copyright Verification via Stylistic Fingerprints AAAI 2026
GLCF: A Global-Local Multimodal Coherence Analysis Framework for Talking Face Generation Detection AAAI 2025
SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints AAAI 2025
RaCMC: Residual-Aware Compensation Network with Multi-Granularity Constraints for Fake News Detection AAAI 2025
Qua2SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models AAAI 2025
Joint Knowledge Editing for Information Enrichment and Probability Promotion AAAI 2025
Interweaving Memories of a Siamese Large Language Model AAAI 2025
Self-Harmonized Chain of Thought NAACL 2025
Weakly-supervised Audio Temporal Forgery Localization via Progressive Audio-language Co-learning Network IJCAI 2025
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search ICML 2025
iPET: An Interactive Emotional Companion Dialogue System with LLM-Powered Virtual Pet World Simulation ACL 2025
ChatReID: Open-ended Interactive Person Retrieval via Hierarchical Progressive Tuning for Vision Language Models ICCV 2025
TabDSR: Decompose, Sanitize, and Reason for Complex Numerical Reasoning in Tabular Data EMNLP 2025
Through the Valley: Path to Effective Long CoT Training for Small Language Models EMNLP 2025
From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition EMNLP 2025
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications ACL 2024
Enhance Robustness of Language Models against Variation Attack through Graph Integration COLING 2024
G2LTraj: A Global-to-Local Generation Approach for Trajectory Prediction IJCAI 2024
Sailor: Open Language Models for South-East Asia EMNLP 2024
Constrained Layout Generation with Factor Graphs CVPR 2024
Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning ACL 2024
Non-Autoregressive Machine Translation as Constrained HMM ACL 2024
Decomposed Prompt Tuning via Low-Rank Reparameterization EMNLP 2023
Unraveling Feature Extraction Mechanisms in Neural Networks EMNLP 2023
Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning ACL 2023
MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos CVPR 2023
AutoGO: Automated Computation Graph Optimization for Neural Network Evolution NIPS 2023
Contextual Distortion Reveals Constituency: Masked Language Models are Implicit Parsers ACL 2023
One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning ACL 2023
Tell2Design: A Dataset for Language-Guided Floor Plan Generation ACL 2023
Learning Multi-Step Reasoning by Solving Arithmetic Tasks ACL 2023
Sampling Better Negatives for Distantly Supervised Named Entity Recognition ACL 2023
GENNAPE: Towards Generalized Neural Architecture Performance Estimators AAAI 2023
AIO-P: Expanding Neural Performance Predictors beyond Image Classification AAAI 2023
Tab-CoT: Zero-shot Tabular Chain of Thought ACL 2023
Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023
TANKBind: Trigonometry-Aware Neural NetworKs for Drug-Protein Binding Structure Prediction NIPS 2022
Sample Average Approximation for Stochastic Optimization with Dependent Data: Performance Guarantees and Tractability AAAI 2022
Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction ACL 2022
Better Few-Shot Relation Extraction with Label Prompt Dropout EMNLP 2022
Differentiable Data Augmentation for Contrastive Sentence Representation Learning EMNLP 2022
Unsupervised Non-transferable Text Classification EMNLP 2022
Generative Prompt Tuning for Relation Classification EMNLP 2022
Named Entity and Relation Extraction with Multi-Modal Retrieval EMNLP 2022
LEARNING GUARANTEES FOR GRAPH CONVOLUTIONAL NETWORKS ON THE STOCHASTIC BLOCK MODEL ICLR 2022
Implicit n-grams Induced by Recurrence NAACL 2022
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition NAACL 2022
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition SEMEVAL 2022
A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis EMNLP 2021
Uncovering Main Causalities for Long-tailed Information Extraction EMNLP 2021
Exploring Task Difficulty for Few-Shot Relation Extraction EMNLP 2021
Entity-Aware Abstractive Multi-Document Summarization ACL 2021
Interventional Video Grounding With Dual Contrastive Learning CVPR 2021
Mixed Cross Entropy Loss for Neural Machine Translation ICML 2021
To be Closer: Learning to Link up Aspects with Opinions EMNLP 2021
Better Feature Integration for Named Entity Recognition NAACL 2021
Entity-Aware Abstractive Multi-Document Summarization IJCNLP 2021
Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff AAAI 2021
Generative Adversarial Neural Architecture Search IJCAI 2021
Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis AAAI 2020
ENT-DESC: Entity Description Generation by Exploring Knowledge Graph EMNLP 2020
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders EMNLP 2020
Position-Aware Tagging for Aspect Sentiment Triplet Extraction EMNLP 2020
Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation EMNLP 2020
Aspect Sentiment Classification with Aspect-Specific Opinion Spans EMNLP 2020
Pre-training for Abstractive Document Summarization by Reinstating Source Text EMNLP 2020
Re-examining the Role of Schema Linking in Text-to-SQL EMNLP 2020
APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning EMNLP 2020
Learning Latent Forests for Medical Relation Extraction IJCAI 2020
Recurrent Nested Model for Sequence Generation AAAI 2020
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction ACL 2020
Adversarial Deep Network Embedding for Cross-Network Node Classification AAAI 2020
Understanding Attention for Text Classification ACL 2020
Attention-Based Context Aware Reasoning for Situation Recognition CVPR 2020
Learning Explicit and Implicit Structures for Targeted Sentiment Analysis IJCNLP 2019
Dependency-Guided LSTM-CRF for Named Entity Recognition EMNLP 2019
Aligning Cross-Lingual Entities with Multi-Aspect Information EMNLP 2019
Text2Math: End-to-end Parsing Text into Math Expressions EMNLP 2019
Learning Explicit and Implicit Structures for Targeted Sentiment Analysis EMNLP 2019
Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities EMNLP 2019
UER: An Open-Source Toolkit for Pre-training Models EMNLP 2019
Learning Diffusions without Timestamps AAAI 2019
Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word Problems ACL 2019
Twitter Homophily: Network Based Prediction of User’s Occupation ACL 2019
A Neural Multi-digraph Model for Chinese NER with Gazetteers ACL 2019
Attention Guided Graph Convolutional Networks for Relation Extraction ACL 2019
Dependency-Guided LSTM-CRF for Named Entity Recognition IJCNLP 2019
Aligning Cross-Lingual Entities with Multi-Aspect Information IJCNLP 2019
Text2Math: End-to-end Parsing Text into Math Expressions IJCNLP 2019
Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities IJCNLP 2019
UER: An Open-Source Toolkit for Pre-training Models IJCNLP 2019
Better Modeling of Incomplete Annotations for Named Entity Recognition NAACL 2019
Joint Detection and Location of English Puns NAACL 2019
Neural Chinese Address Parsing NAACL 2019
Learning with Structured Representations for Negation Scope Extraction ACL 2018
Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect ICLR 2018
Neural Segmental Hypergraphs for Overlapping Mention Recognition EMNLP 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing: System Demonstrations EMNLP 2018
Dependency-based Hybrid Trees for Semantic Parsing EMNLP 2018
Neural Adaptation Layers for Cross-domain Named Entity Recognition EMNLP 2018
SemEval-2018 Task 8: Semantic Extraction from CybersecUrity REports using Natural Language Processing (SecureNLP) SEMEVAL 2018
Better Transition-Based AMR Parsing with a Refined Search Space EMNLP 2018
A Neural Transition-based Model for Nested Mention Recognition EMNLP 2018
Learning Cross-lingual Distributed Logical Representations for Semantic Parsing ACL 2018
A Unified Framework for Structured Prediction: From Theory to Practice EMNLP 2017
MalwareTextDB: A Database for Annotated Malware Articles ACL 2017
Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators EMNLP 2017
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings EMNLP 2017
Topical Coherence in LDA-based Models through Induced Segmentation ACL 2017
Neural Architectures for Multilingual Semantic Parsing ACL 2017
A General Regularization Framework for Domain Adaptation EMNLP 2016
Weak Semi-Markov CRFs for Noun Phrase Chunking in Informal Text NAACL 2016
Learning to Recognize Discontiguous Entities EMNLP 2016
Learning to Capitalize with Character-Level Recurrent Neural Networks: An Empirical Study EMNLP 2016
Constrained Semantic Forests for Improved Discriminative Semantic Parsing IJCNLP 2015
Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar EMNLP 2015
Joint Mention Extraction and Classification with Mention Hypergraphs EMNLP 2015
Constrained Semantic Forests for Improved Discriminative Semantic Parsing ACL 2015
Semantic Parsing with Relaxed Hybrid Trees EMNLP 2014
Multilingual Semantic Parsing : Parsing Multiple Languages into Semantic Representations COLING 2014
Automatic Event Extraction with Structured Preference Modeling ACL 2012
Joint Inference for Event Timeline Construction EMNLP 2012
Joint Inference for Event Timeline Construction CONLL 2012
A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions EMNLP 2011
Better Punctuation Prediction with Dynamic Conditional Random Fields EMNLP 2010
Natural Language Generation with Tree Conditional Random Fields EMNLP 2009
A Generative Model for Parsing Natural Language to Meaning Representations EMNLP 2008