Lei Cui
40 papers · 2010–2026 · 13 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π Renaissance Researcher (5) π£ Hot Topic Early Bird
π
Interdisciplinary Bridge
π
Conference Polyglot
(13)
πΊοΈ
Taxonomy Completionist
(12)
π€
Dynamic Duo
(22)
π±
Topic Pioneer
π§¬
Topic Evolution
π
Trend Setter
π
Conference Pioneer
π₯
Unstoppable
(10)
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(181)
π
Century Club
(39)
Conferences
ACL (11)
EMNLP (6)
AAAI (5)
COLING (4)
NIPS (4)
CVPR (2)
NAACL (2)
AACL (1)
ECCV (1)
ICML (1)
IJCAI (1)
IJCNLP (1)
WACV (1)
Top co-authors
Research topics
Keywords
document understanding
(6)
multimodal learning
(6)
question answering
(4)
large language model
(4)
attention mechanism
(3)
transformer architecture
(3)
multimodal large language model
(3)
multi-modal learning
(3)
neural network
(2)
representation learning
(2)
dialogue system
(2)
visual document understanding
(2)
optical character recognition
(2)
anomaly localization
(2)
unsupervised learning
(2)
transfer learning
(2)
document analysis
(2)
deep learning
(2)
sequence-to-sequence model
(2)
visual-language modeling
(2)
Papers
Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images
AAAI 2026
MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark
ACL 2025
PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
CVPR 2025
UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models
NAACL 2025
When and How to Augment Your Input: Question Routing Helps Balance the Accuracy and Efficiency of Large Language Models
NAACL 2025
CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation
ACL 2025
TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering
ECCV 2024
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models
NIPS 2024
TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models
AAAI 2023
TextDiffuser: Diffusion Models as Text Painters
NIPS 2023
Language Is Not All You Need: Aligning Perception with Language Models
NIPS 2023
Few-Shot Object Counting With Similarity-Aware Feature Enhancement
WACV 2023
A Unified Model for Multi-class Anomaly Detection
NIPS 2022
A Simple yet Effective Learnable Positional Encoding Method for Improving Document Transformer Model
AACL 2022
MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding
ACL 2022
XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding
ACL 2022
XDoc: Unified Pre-training for Cross-Format Document Understanding
EMNLP 2022
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding
ACL 2021
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding
IJCNLP 2021
Glancing at the Patch: Anomaly Localization With Global and Local Feature Comparison
CVPR 2021
AutoSampling: Search for Effective Data Sampling Schedules
ICML 2021
LayoutReader: Pre-training of Text and Layout for Reading Order Detection
EMNLP 2021
Loss-Based Attention for Deep Multiple Instance Learning
AAAI 2020
DocBank: A Benchmark Dataset for Document Layout Analysis
COLING 2020
Unsupervised Fine-tuning for Text Clustering
COLING 2020
Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification
AAAI 2020
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts
AAAI 2019
Retrieval-Enhanced Adversarial Training for Neural Response Generation
ACL 2019
Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension
EMNLP 2019
Neural Open Information Extraction
ACL 2018
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition
EMNLP 2018
Attention-Fused Deep Matching Network for Natural Language Inference
IJCAI 2018
SuperAgent: A Customer Service Chatbot for E-commerce Websites
ACL 2017
Event Detection with Burst Information Networks
COLING 2016
News Stream Summarization using Burst Information Networks
EMNLP 2016
Learning Topic Representation for SMT with Neural Networks
ACL 2014
Bilingual Data Cleaning for SMT using Graph-based Random Walk
ACL 2013
Multi-Domain Adaptation for SMT Using Multi-Task Learning
EMNLP 2013
A Joint Rule Selection Model for Hierarchical Phrase-Based Translation
ACL 2010
Hybrid Decoding: Decoding with Partial Hypotheses Combination over Multiple SMT Systems
COLING 2010