Yu Zhou

Building LLMs Like LEGO: Two-dimensional Architecture Reassembly of Large Language Models ACL 2026 SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition AAAI 2026 Non-Monotonicity in Fair Division of Graphs AAAI 2026 When Eyes and Ears Disagree: Can MLLMs Discern Audio-Visual Confusion? AAAI 2026 Task-Aware 3D Affordance Segmentation via 2D Guidance and Geometric Refinement AAAI 2026 ST-SAM: Multimodal Scene Text Segmentation with Dense Visual and Sparse Textual Prompts via SAM AAAI 2026 DCA: Dividing and Conquering Amnesia in Incremental Object Detection AAAI 2025 Track the Answer: Extending TextVQA from Image to Video with Spatio-Temporal Clues AAAI 2025 Specifying What You Know or Not for Multi-Label Class-Incremental Learning AAAI 2025 Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition AACL 2025 Contrastive Visual Data Augmentation ICML 2025 SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning ICCV 2025 monoVLN: Bridging the Observation Gap between Monocular and Panoramic Vision and Language Navigation ICCV 2025 CROP: Contextual Region-Oriented Visual Token Pruning EMNLP 2025 Arbitrary Reading Order Scene Text Spotter with Local Semantics Guidance AAAI 2025 LDP: Generalizing to Multilingual Visual Information Extraction by Language Decoupled Pretraining AAAI 2025 Improving MLLM’s Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency ACL 2025 The Devil is in Fine-tuning and Long-tailed Problems: A New Benchmark for Scene Text Detection IJCAI 2025 Dual-S3D: Hierarchical Dual-Path Selective SSM-CNN for High-Fidelity Implicit Reconstruction ICCV 2025 The Four Color Theorem for Cell Instance Segmentation ICML 2025 An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs’ Sentimental Perception Capability ICML 2025 Towards Robustness and Explainability of Automatic Algorithm Selection ICML 2025 From Chaotic OCR Words to Coherent Document: A Fine-to-Coarse Zoom-Out Network for Complex-Layout Document Image Translation COLING 2025 Beyond Cropped Regions: New Benchmark and Corresponding Baseline for Chinese Scene Text Retrieval in Diverse Layouts ICML 2025 SimulPL: Aligning Human Preferences in Simultaneous Machine Translation ICLR 2025 AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios CVPR 2025 Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition CVPR 2025 Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks CVPR 2025 Pay More Attention to Images: Numerous Images-Oriented Multimodal Summarization NAACL 2025 Investigating Hallucinations in Simultaneous Machine Translation: Knowledge Distillation Solution and Components Analysis NAACL 2025 Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition IJCNLP 2025 The Role of Video Generation in Enhancing Data-Limited Action Understanding IJCAI 2025 Beyond Sequences: Two-dimensional Representation and Dependency Encoding for Code Generation ACL 2025 TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification ACL 2025 Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation ACL 2025 A Query-Response Framework for Whole-Page Complex-Layout Document Image Translation with Relevant Regional Concentration ACL 2025 DIUSum: Dynamic Image Utilization for Multimodal Summarization AAAI 2024 Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making NIPS 2024 A Complete Landscape of EFX Allocations on Graphs: Goods, Chores and Mixed Manna IJCAI 2024 Generalized Taxonomy-Guided Graph Neural Networks IJCAI 2024 Document Image Machine Translation with Dynamic Multi-pre-trained Models Assembling NAACL 2024 Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper INTERSPEECH 2024 Towards More Accurate Diffusion Model Acceleration with A Timestep Tuner CVPR 2024 TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control NIPS 2024 Born a BabyNet with Hierarchical Parental Supervision for End-to-End Text Image Machine Translation COLING 2024 ARMADA: Attribute-Based Multimodal Data Augmentation EMNLP 2024 Self-Modifying State Modeling for Simultaneous Machine Translation ACL 2024 MuSc: Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images ICLR 2024 CFSum Coarse-to-Fine Contribution Network for Multimodal Summarization ACL 2023 Fair Allocation of Indivisible Chores: Beyond Additive Costs NIPS 2023 One-Shot Replay: Boosting Incremental Object Detection via Retrospecting One Object AAAI 2023 Non-Sequential Graph Script Induction via Multimedia Grounding ACL 2023 Multilingual Knowledge Graph Completion with Language-Sensitive Multi-Graph Attention ACL 2023 Localizing Active Objects from Egocentric Vision with Symbolic World Knowledge EMNLP 2023 Syntax-Aware Retrieval Augmented Code Generation EMNLP 2023 CCIM: Cross-modal Cross-lingual Interactive Image Translation EMNLP 2023 LayoutDIT: Layout-Aware End-to-End Document Image Translation with Multi-Step Conductive Decoder EMNLP 2023 UATVR: Uncertainty-Adaptive Text-Video Retrieval ICCV 2023 Divide Rows and Conquer Cells: Towards Structure Recognition for Large Tables IJCAI 2023 Norma: Towards Practical Network Load Testing NSDI 2023 GitNet: Geometric Prior-Based Transformation for Birds-Eye-View Segmentation ECCV 2022 Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification AAAI 2022 Buffer-based End-to-end Request Event Monitoring in the Cloud NSDI 2022 Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions ACL 2022 Improved Named Entity Recognition for Noisy Call Center Transcripts EMNLP 2021 A Partial Label Metric Learning Algorithm for Class Imbalanced Data ACML 2021 CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization EMNLP 2021 Augmenting Slot Values and Contexts for Spoken Language Understanding with Pretrained Models INTERSPEECH 2021 A Knowledge-driven Generative Model for Multi-implication Chinese Medical Procedure Entity Normalization EMNLP 2020 Video Cloze Procedure for Self-Supervised Spatio-Temporal Learning AAAI 2020 SEED: Semantics Enhanced Encoder-Decoder Framework for Scene Text Recognition CVPR 2020 Video Playback Rate Perception for Self-Supervised Spatio-Temporal Representation Learning CVPR 2020 Knowledge Graph Enhanced Neural Machine Translation via Multi-task Learning on Sub-entity Granularity COLING 2020 Dual Attention Network for Cross-lingual Entity Alignment COLING 2020 Knowledge Graphs Enhanced Neural Machine Translation IJCAI 2020 TANet: Robust 3D Object Detection from Point Clouds with Triple Attention AAAI 2020 Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization ACL 2020 Multimodal Summarization with Guidance of Multimodal Reference AAAI 2020 Learn a Global Appearance Semi-Supervisedly for Synthesizing Person Images WACV 2020 Neural Topic Model with Reinforcement Learning EMNLP 2019 NCLS: Neural Cross-Lingual Summarization IJCNLP 2019 Neural Topic Model with Reinforcement Learning IJCNLP 2019 Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic Inference ACL 2019 NCLS: Neural Cross-Lingual Summarization EMNLP 2019 Occlusion-Shared and Feature-Separated Network for Occlusion Relationship Reasoning ICCV 2019 MSMO: Multimodal Summarization with Multimodal Output EMNLP 2018 Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language COLING 2018 Object-Level Proposals ICCV 2017 Event-Driven Emotion Cause Extraction with Corpus Construction EMNLP 2016 A New Input Method for Human Translators: Integrating Machine Translation Effectively and Imperceptibly IJCAI 2015 Enhancing Grammatical Cohesion: Generating Transitional Expressions for SMT ACL 2014 RNN-based Derivation Structure Prediction for SMT ACL 2014 A Novel Translation Framework Based on Rhetorical Structure Theory ACL 2013 Handling Ambiguities of Bilingual Predicate-Argument Structures for Statistical Machine Translation ACL 2013 Tree-based Translation without using Parse Trees COLING 2012 Fusion with Diffusion for Robust Visual Tracking NIPS 2012 Machine Translation by Modeling Predicate-Argument Structure Transformation COLING 2012 A Novel Reordering Model Based on Multi-layer Phrase for Statistical Machine Translation COLING 2010