LianWen Jin

TextShield-R1: Reinforced Reasoning for Tampered Text Detection AAAI 2026 Draft, Verify, Restore: Self-Refining Historical Inscription Restoration with a Unified MLLM ACL 2026 Frequency Mining Empowered by Text Aggregation: A New Perspective on Document Image Tampering Detection AAAI 2026 PosterVerse: A Full-Workflow Framework for Commercial-Grade Poster Generation with HTML-Based Scalable Typography AAAI 2026 URaG: Unified Retrieval and Generation in Multimodal LLMs for Efficient Long Document Understanding AAAI 2026 DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding CVPR 2025 Large-Scale Corpus Construction and Retrieval-Augmented Generation for Ancient Chinese Poetry: New Method and Data Insights NAACL 2025 Hallucination-Aware Prompt Optimization for Text-to-Video Synthesis IJCAI 2025 Revisiting Tampered Scene Text Detection in the Era of Generative AI AAAI 2025 Predicting the Original Appearance of Damaged Historical Documents AAAI 2025 DocKylin: A Large Multimodal Model for Visual Document Understanding with Efficient Visual Slimming AAAI 2025 MCS-Bench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in Chinese Classical Studies ACL 2025 Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration ACL 2025 RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ACL 2025 Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid ICLR 2025 CC-OCR: A Comprehensive and Challenging OCR Benchmark for Evaluating Large Multimodal Models in Literacy ICCV 2025 TongGu: Mastering Classical Chinese Understanding with Knowledge-Grounded Large Language Models EMNLP 2024 UPOCR: Towards Unified Pixel-Level OCR Interface ICML 2024 DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks CVPR 2024 WenMind: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Classical Literature and Language Arts NIPS 2024 Towards Modern Image Manipulation Localization: A Large-Scale Dataset and Novel Methods CVPR 2024 Bridging the Gap Between End-to-End and Two-Step Text Spotting CVPR 2024 Deciphering Oracle Bone Language with Diffusion Models ACL 2024 DiffChat: Learning to Chat with Text-to-Image Synthesis Models for Interactive Image Creation ACL 2024 ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining AAAI 2024 DocNLC: A Document Image Enhancement Framework with Normalized and Latent Contrastive Representation for Multiple Degradations AAAI 2024 FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive Learning AAAI 2024 M2Doc: A Multi-Modal Fusion Approach for Document Layout Analysis AAAI 2024 PPTSER: A Plug-and-Play Tag-guided Method for Few-shot Semantic Entity Recognition on Visually-rich Documents ACL 2024 VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models EMNLP 2024 Revisiting Scene Text Recognition: A Data Perspective ICCV 2023 M5HisDoc: A Large-scale Multi-style Chinese Historical Document Analysis Benchmark NIPS 2023 CocaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval ACL 2023 Rapid Diffusion: Building Domain-Specific Text-to-Image Synthesizers with Fast Inference Speed ACL 2023 Towards Robust Tampered Text Detection in Document Image: New Dataset and New Solution CVPR 2023 M6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout Analysis CVPR 2023 Scale-Aware Modulation Meet Transformer ICCV 2023 ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in Transformer ICCV 2023 SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization CVPR 2022 Look Closer To Supervise Better: One-Shot Font Generation via Component-Based Discriminator CVPR 2022 Don’t Forget Me: Accurate Background Recovery for Text Removal via Modeling Local-Global Context ECCV 2022 SwinTextSpotter: Scene Text Spotting via Better Synergy Between Text Detection and Text Recognition CVPR 2022 MSDS: A Large-Scale Chinese Signature and Token Digit String Dataset for Handwriting Verification NIPS 2022 LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding ACL 2022 Fourier Contour Embedding for Arbitrary-Shaped Text Detection CVPR 2021 MatchVIE: Exploiting Match Relevancy between Entities for Visual Information Extraction IJCAI 2021 Tag, Copy or Predict: A Unified Weakly-Supervised Learning Framework for Visual Information Extraction using Sequences IJCAI 2021 Towards Robust Visual Information Extraction in Real World: New Dataset and Novel Solution AAAI 2021 Implicit Feature Alignment: Learn To Convert Text Recognizer to Text Spotter CVPR 2021 On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering CVPR 2020 ABCNet: Real-Time Scene Text Spotting With Adaptive Bezier-Curve Network CVPR 2020 Learn to Augment: Joint Data Augmentation and Network Optimization for Text Recognition CVPR 2020 SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-World Verification AAAI 2020 Decoupled Attention Network for Text Recognition AAAI 2020 RD-GAN: Few/Zero-Shot Chinese Character Style Transfer via Radical Decomposition and Rendering ECCV 2020 Skeleton-Based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module AAAI 2019 Tightness-Aware Evaluation Protocol for Scene Text Detection CVPR 2019 EnsNet: Ensconce Text in the Wild AAAI 2019 Adaptive GNN for Image Analysis and Editing NIPS 2019 Aggregation Cross-Entropy for Sequence Recognition CVPR 2019 Attribute-Aware Convolutional Neural Networks for Facial Beauty Prediction IJCAI 2019 Omnidirectional Scene Text Detection with Sequential-free Box Discretization IJCAI 2019 DeRPN: Taking a Further Step toward More General Object Detection AAAI 2019 Deep Matching Prior Network: Toward Tighter Multi-Oriented Text Detection CVPR 2017 Multi-Task Deep Reinforcement Learning for Continuous Action Control IJCAI 2017