Yu Zhou

97 papers · 2010–2026 · 18 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (18) 🐝 Cross-Pollinator (10) 🏃 Academic Marathon (15) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (16) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (4) 🤝 Dynamic Duo (38) 🌱 Topic Pioneer 🔬 Deep Specialist (21) 🏆 Keyword Champion 🏆 Grand Slam ❓ The Questioner 📈 Trend Setter 🗃️ Keyword Collector (407) 💎 Century Club (92) 🚀 Conference Pioneer 🔥 Unstoppable (14) ⚡ Prolific Year (11)

Conferences

AAAI (16) ACL (16) EMNLP (13) COLING (8) IJCAI (7) CVPR (6) ICCV (6) ICML (5) NIPS (4) NAACL (3) IJCNLP (3) NSDI (2) INTERSPEECH (2) ICLR (2) ECCV (1) ACML (1) AACL (1) WACV (1)

Top co-authors

Chengqing Zong (38) Jiajun Zhang (17) Lu Xiang (13) Junnan Zhu (12) Yang Zhao (12) Yaping Zhang (10) Feifei Zhai (9) Dongbao Yang (9) Zhiyang Zhang (7) Yupu Liang (7)

Keywords

machine translation (7) multimodal learning (6) multimodal large language model (5) catastrophic forgetting (5) document image translation (5) neural machine translation (5) multimodal summarization (5) knowledge distillation (5) data augmentation (4) optical character recognition (4) reinforcement learning (4) transfer learning (4) representation learning (4) knowledge graph (4) multi-task learning (4) self-supervised learning (3) cross-lingual summarization (3) slot filling (3) spoken language understanding (3) action recognition (3)

Papers

Non-Monotonicity in Fair Division of Graphs AAAI 2026

When Eyes and Ears Disagree: Can MLLMs Discern Audio-Visual Confusion? AAAI 2026

ST-SAM: Multimodal Scene Text Segmentation with Dense Visual and Sparse Textual Prompts via SAM AAAI 2026

Task-Aware 3D Affordance Segmentation via 2D Guidance and Geometric Refinement AAAI 2026

SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition AAAI 2026

Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks CVPR 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

A Query-Response Framework for Whole-Page Complex-Layout Document Image Translation with Relevant Regional Concentration ACL 2025

Improving MLLM’s Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency ACL 2025

Contrastive Visual Data Augmentation ICML 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

Beyond Cropped Regions: New Benchmark and Corresponding Baseline for Chinese Scene Text Retrieval in Diverse Layouts ICML 2025

From Chaotic OCR Words to Coherent Document: A Fine-to-Coarse Zoom-Out Network for Complex-Layout Document Image Translation COLING 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

Dual-S3D: Hierarchical Dual-Path Selective SSM-CNN for High-Fidelity Implicit Reconstruction ICCV 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

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

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

The Devil is in Fine-tuning and Long-tailed Problems: A New Benchmark for Scene Text Detection 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

DIUSum: Dynamic Image Utilization for Multimodal Summarization AAAI 2024

MuSc: Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images ICLR 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

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

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

A Partial Label Metric Learning Algorithm for Class Imbalanced Data ACML 2021

Augmenting Slot Values and Contexts for Spoken Language Understanding with Pretrained Models INTERSPEECH 2021

CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization EMNLP 2021

Improved Named Entity Recognition for Noisy Call Center Transcripts EMNLP 2021

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

Learn a Global Appearance Semi-Supervisedly for Synthesizing Person Images WACV 2020

A Knowledge-driven Generative Model for Multi-implication Chinese Medical Procedure Entity Normalization EMNLP 2020

Multimodal Summarization with Guidance of Multimodal Reference AAAI 2020

Video Cloze Procedure for Self-Supervised Spatio-Temporal Learning AAAI 2020

Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic Inference ACL 2019

NCLS: Neural Cross-Lingual Summarization EMNLP 2019

Neural Topic Model with Reinforcement Learning EMNLP 2019

Occlusion-Shared and Feature-Separated Network for Occlusion Relationship Reasoning ICCV 2019

NCLS: Neural Cross-Lingual Summarization IJCNLP 2019

Neural Topic Model with Reinforcement Learning IJCNLP 2019

Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language COLING 2018

MSMO: Multimodal Summarization with Multimodal Output EMNLP 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

Machine Translation by Modeling Predicate-Argument Structure Transformation COLING 2012

Fusion with Diffusion for Robust Visual Tracking NIPS 2012

A Novel Reordering Model Based on Multi-layer Phrase for Statistical Machine Translation COLING 2010