Zhongyuan Wang

61 papers · 2015–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (7) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (11) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (117) 🌍 Conference Polyglot (13) 🐣 Hot Topic Early Bird 🏃 Academic Marathon (10) 🔬 Deep Specialist (14) 🧬 Topic Evolution 🔥 Unstoppable (7) ⚡ Prolific Year (14) 🚀 Conference Pioneer 💎 Century Club (57) ❓ The Questioner (2) 📈 Trend Setter 🗃️ Keyword Collector (294)

Conferences

AAAI (13) CVPR (12) COLING (8) EMNLP (7) IJCAI (7) ICCV (4) ACL (3) NIPS (2) AACL (1) INTERSPEECH (1) MICCAI (1) RSS (1) WACV (1)

Top co-authors

Jiayi Ma (6) Kui Jiang (6) Xing Wu (5) Peng Yi (5) Fuzheng Zhang (5) Songlin Hu (5) Ruiji Fu (5) Zijia Lin (4) Junjun Jiang (4) Jizhong Han (4)

Research topics

Applications (1)

Keywords

contrastive learning (7) unsupervised learning (5) latent space (3) multimodal learning (3) sentence embedding (3) self-supervised learning (3) deepfake detection (3) face forgery detection (3) convolutional neural network (2) temporal modeling (2) knowledge base (2) representation learning (2) disfluency detection (2) adversarial attack (2) language model (2) video understanding (2) image restoration (2) video super-resolution (2) information retrieval (2) attention mechanism (2)

Papers

GLoMOT: Efficient Online GNN-based Low-Frame-Rate Multi-Object Tracker AAAI 2026

Rethinking Surgical Smoke: A Smoke-Type-Aware Laparoscopic Video Desmoking Method and Dataset AAAI 2026

DeformTrace: A Deformable State Space Model with Relay Tokens for Temporal Forgery Localization AAAI 2026

Towards Effective Code-Integrated Reasoning AAAI 2026

FriendsQA: A New Large-Scale Deep Video Understanding Dataset with Fine-grained Topic Categorization for Story Videos AAAI 2025

Multi-Shape Matching with Cycle Consistency Basis via Functional Maps AAAI 2025

Cross-Modal Stealth: A Coarse-to-Fine Attack Framework for RGB-T Tracker AAAI 2025

OODML: Whole Slide Image Classification Meets Online Pseudo-Supervision and Dynamic Mutual Learning AAAI 2025

Uni-NaVid: A Video-based Vision-Language-Action Model for Unifying Embodied Navigation Tasks RSS 2025

ProJudge: A Multi-Modal Multi-Discipline Benchmark and Instruction-Tuning Dataset for MLLM-based Process Judges ICCV 2025

MapNav: A Novel Memory Representation via Annotated Semantic Maps for VLM-based Vision-and-Language Navigation ACL 2025

SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis EMNLP 2025

Lift3D Policy: Lifting 2D Foundation Models for Robust 3D Robotic Manipulation CVPR 2025

Rethinking the Adversarial Robustness of Multi-Exit Neural Networks in an Attack-Defense Game CVPR 2025

Code-as-Monitor: Constraint-aware Visual Programming for Reactive and Proactive Robotic Failure Detection CVPR 2025

Link-based Contrastive Learning for One-Shot Unsupervised Domain Adaptation CVPR 2025

Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection CVPR 2025

RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete CVPR 2025

Exploring Sentence Type Effects on the Lombard Effect and Intelligibility Enhancement: A Comparative Study of Natural and Grid Sentences INTERSPEECH 2024

Can We Leave Deepfake Data Behind in Training Deepfake Detector? NIPS 2024

Code-Style In-Context Learning for Knowledge-Based Question Answering AAAI 2024

Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios ACL 2024

Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs COLING 2024

Decompose, Prioritize, and Eliminate: Dynamically Integrating Diverse Representations for Multimodal Named Entity Recognition COLING 2024

Learning Multi-Dimensional Human Preference for Text-to-Image Generation CVPR 2024

CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models EMNLP 2024

GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension IJCAI 2024

Refining Intraocular Lens Power Calculation: A Multi-modal Framework Using Cross-layer Attention and Effective Channel Attention MICCAI 2024

Improving Vision-and-Language Reasoning via Spatial Relations Modeling WACV 2024

GTR: A Grafting-Then-Reassembling Framework for Dynamic Scene Graph Generation IJCAI 2023

FEditNet: Few-Shot Editing of Latent Semantics in GAN Spaces AAAI 2023

Augmentation-Aware Self-Supervision for Data-Efficient GAN Training NIPS 2023

LSTFE-Net:Long Short-Term Feature Enhancement Network for Video Small Object Detection CVPR 2023

ConTextual Masked Auto-Encoder for Dense Passage Retrieval AAAI 2023

Implicit Identity Driven Deepfake Face Swapping Detection CVPR 2023

InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings EMNLP 2022

Degrade Is Upgrade: Learning Degradation for Low-Light Image Enhancement AAAI 2022

DANet: Image Deraining via Dynamic Association Learning IJCAI 2022

Smoothed Contrastive Learning for Unsupervised Sentence Embedding COLING 2022

ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding COLING 2022

Adaptive Unsupervised Self-training for Disfluency Detection COLING 2022

RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval EMNLP 2022

Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing CVPR 2022

Omniscient Video Super-Resolution ICCV 2021

HiT: Hierarchical Transformer With Momentum Contrast for Video-Text Retrieval ICCV 2021

Dynamic Inconsistency-aware DeepFake Video Detection IJCAI 2021

Frequency-Aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection CVPR 2021

Converse, Focus and Guess - Towards Multi-Document Driven Dialogue AAAI 2021

Multi-Scale Progressive Fusion Network for Single Image Deraining CVPR 2020

Syntactic Graph Convolutional Network for Spoken Language Understanding COLING 2020

Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension COLING 2020

Table Fact Verification with Structure-Aware Transformer EMNLP 2020

Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection EMNLP 2020

Combining ResNet and Transformer for Chinese Grammatical Error Diagnosis AACL 2020

Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal Correlations ICCV 2019

Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis IJCAI 2019

Combining Knowledge with Deep Convolutional Neural Networks for Short Text Classification IJCAI 2017

Understanding Short Texts ACL 2016

Syntactic Parsing of Web Queries EMNLP 2016

Probabilistic Prototype Model for Serendipitous Property Mining COLING 2016

Query Understanding through Knowledge-Based Conceptualization IJCAI 2015