Lei Cui

Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images AAAI 2026 UniM: A Unified Any-to-Any Interleaved Multimodal Benchmark CVPR 2026 CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation ACL 2025 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 Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NeurIPS 2024 TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering ECCV 2024 Few-Shot Object Counting With Similarity-Aware Feature Enhancement WACV 2023 Language Is Not All You Need: Aligning Perception with Language Models NeurIPS 2023 TextDiffuser: Diffusion Models as Text Painters NeurIPS 2023 TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models AAAI 2023 A Simple yet Effective Learnable Positional Encoding Method for Improving Document Transformer Model AACL 2022 A Unified Model for Multi-class Anomaly Detection NeurIPS 2022 MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding ACL 2022 XDoc: Unified Pre-training for Cross-Format Document Understanding EMNLP 2022 XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding ACL 2022 AutoSampling: Search for Effective Data Sampling Schedules ICML 2021 Glancing at the Patch: Anomaly Localization With Global and Local Feature Comparison CVPR 2021 LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding ACL 2021 LayoutReader: Pre-training of Text and Layout for Reading Order Detection EMNLP 2021 Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification AAAI 2020 DocBank: A Benchmark Dataset for Document Layout Analysis COLING 2020 Loss-Based Attention for Deep Multiple Instance Learning AAAI 2020 Unsupervised Fine-tuning for Text Clustering COLING 2020 Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension EMNLP 2019 LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts AAAI 2019 Retrieval-Enhanced Adversarial Training for Neural Response Generation ACL 2019 Attention-Fused Deep Matching Network for Natural Language Inference IJCAI 2018 Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition EMNLP 2018 Neural Open Information Extraction ACL 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