← Authors

Zhendong Mao

74 papers · 2020–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (5) 🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (10) 🀝 Dynamic Duo (32) πŸ”¬ Deep Specialist (13) πŸ† Keyword Champion (5) ⚑ Prolific Year (14) πŸ’Ž Century Club (71) πŸ”₯ Unstoppable (6) πŸ—ƒοΈ Keyword Collector (375)

Conferences

ACL (16) CVPR (15) AAAI (14) EMNLP (13) ICCV (4) COLING (3) IJCAI (3) ICLR (2) NAACL (2) NIPS (1) SEMEVAL (1)

Top co-authors

Quan Wang (32) Yongdong Zhang (25) Benfeng Xu (18) Mengqi Huang (14) Lei Zhang (14) Licheng Zhang (12) Yi Liu (11) Zikang Guo (8) Chiwei Zhu (7) Zheren Fu (6)

Research topics

Understanding (1)

Keywords

large language model (13) image generation (7) image-text matching (5) language model (4) relation extraction (4) contrastive learning (4) image editing (4) representation learning (4) text classification (4) generative model (4) image captioning (4) multimodal learning (4) graph neural network (4) machine-generated text detection (4) text generation (3) semantic alignment (3) domain generalization (3) domain adaptation (3) knowledge distillation (3) few-shot learning (3)

Papers

LayerEdit: Disentangled Multi-Object Editing via Conflict-Aware Multi-Layer Learning AAAI 2026
SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder AAAI 2026
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools AAAI 2026
LongAnimation: Long Animation Generation with Dynamic Global-Local Memory ICCV 2025
CMI-AIGCX at GenAI Detection Task 2: Leveraging Multilingual Proxy LLMs for Machine-Generated Text Detection in Academic Essays COLING 2025
Hierarchy-Aware Pseudo Word Learning with Text Adaptation for Zero-Shot Composed Image Retrieval ICCV 2025
DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization ICCV 2025
Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach EMNLP 2025
Mitigating Biases in Language Models via Bias Unlearning EMNLP 2025
FeedEdit: Text-Based Image Editing with Dynamic Feedback Regulation CVPR 2025
D^2iT: Dynamic Diffusion Transformer for Accurate Image Generation CVPR 2025
SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation CVPR 2025
A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models CVPR 2025
RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models ICCV 2025
Dragin3D: Image Editing by Dragging in 3D Space CVPR 2025
MIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning IJCAI 2025
CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization AAAI 2025
Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection AAAI 2025
ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA AAAI 2025
Improve Safety Training of Large Language Models with Safety-Critical Singular Vectors Localization ACL 2025
From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding ACL 2025
Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive LoRA ACL 2025
M-RangeDetector: Enhancing Generalization in Machine-Generated Text Detection through Multi-Range Attention Masks ACL 2025
Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability ACL 2025
Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation ACL 2025
On-the-fly Preference Alignment via Principle-Guided Decoding ICLR 2025
LIRE: listwise reward enhancement for preference alignment ACL 2024
DreamIdentity: Enhanced Editability for Efficient Face-Identity Preserved Image Generation AAAI 2024
Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing AAAI 2024
Identification of Necessary Semantic Undertakers in the Causal View for Image-Text Matching AAAI 2024
Benchmarking Large Language Models on Controllable Generation under Diversified Instructions AAAI 2024
Feature-Adaptive and Data-Scalable In-Context Learning ACL 2024
Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation ACL 2024
Disentangled Learning with Synthetic Parallel Data for Text Style Transfer ACL 2024
Homology Consistency Constrained Efficient Tuning for Vision-Language Models NIPS 2024
Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ACL 2024
Knowledge Context Modeling with Pre-trained Language Models for Contrastive Knowledge Graph Completion ACL 2024
RESEMO: A Benchmark Chinese Dataset for Studying Responsive Emotion from Social Media Content ACL 2024
IDEATE: Detecting AI-Generated Text Using Internal and External Factual Structures COLING 2024
Visual-Linguistic Dependency Encoding for Image-Text Retrieval COLING 2024
Linguistic-Aware Patch Slimming Framework for Fine-grained Cross-Modal Alignment CVPR 2024
RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization CVPR 2024
KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction EMNLP 2024
FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization EMNLP 2024
USTC-BUPT at SemEval-2024 Task 8: Enhancing Machine-Generated Text Detection via Domain Adversarial Neural Networks and LLM Embeddings NAACL 2024
USTC-BUPT at SemEval-2024 Task 8: Enhancing Machine-Generated Text Detection via Domain Adversarial Neural Networks and LLM Embeddings SEMEVAL 2024
$k$NN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference ICLR 2023
S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction ACL 2023
Text Style Transfer with Contrastive Transfer Pattern Mining ACL 2023
Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation EMNLP 2023
Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time Controllable Text Generation EMNLP 2023
E-CORE: Emotion Correlation Enhanced Empathetic Dialogue Generation EMNLP 2023
Grammatical Error Correction via Mixed-Grained Weighted Training EMNLP 2023
On the Calibration of Large Language Models and Alignment EMNLP 2023
IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language Understanding EMNLP 2023
Towards Accurate Image Coding: Improved Autoregressive Image Generation With Dynamic Vector Quantization CVPR 2023
Learning Semantic Relationship Among Instances for Image-Text Matching CVPR 2023
Improving Image Captioning via Predicting Structured Concepts EMNLP 2023
Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation CVPR 2023
Crossing the Gap: Domain Generalization for Image Captioning CVPR 2023
Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity EMNLP 2022
UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction EMNLP 2022
Negative-Aware Attention Framework for Image-Text Matching CVPR 2022
ER-SAN: Enhanced-Adaptive Relation Self-Attention Network for Image Captioning IJCAI 2022
Show Your Faith: Cross-Modal Confidence-Aware Network for Image-Text Matching AAAI 2022
EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction NAACL 2022
Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition CVPR 2021
Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction AAAI 2021
Deep Metric Learning with Self-Supervised Ranking AAAI 2021
Image Captioning with Context-Aware Auxiliary Guidance AAAI 2021
Lesion-Aware Transformers for Diabetic Retinopathy Grading CVPR 2021
Graph Structured Network for Image-Text Matching CVPR 2020
Curriculum Learning for Natural Language Understanding ACL 2020
Overcoming Language Priors with Self-supervised Learning for Visual Question Answering IJCAI 2020