Zhendong Mao

FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents ACL 2026 CodeRipple: Wavelet-Based Detection of LLM-Generated Code ACL 2026 LayerEdit: Disentangled Multi-Object Editing via Conflict-Aware Multi-Layer Learning AAAI 2026 Zero-Shot Detection of LLM-Generated Text using Temperature Sensitivity ACL 2026 LAFaCT: Attribution-based Localization and Focused Sequential Analysis of Fact-Critical Tokens for Hallucination Detection ACL 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 Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach EMNLP 2025 Mitigating Biases in Language Models via Bias Unlearning EMNLP 2025 Dragin3D: Image Editing by Dragging in 3D Space CVPR 2025 A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models CVPR 2025 SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation CVPR 2025 D^2iT: Dynamic Diffusion Transformer for Accurate Image Generation CVPR 2025 CMI-AIGCX at GenAI Detection Task 2: Leveraging Multilingual Proxy LLMs for Machine-Generated Text Detection in Academic Essays COLING 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 Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability ACL 2025 M-RangeDetector: Enhancing Generalization in Machine-Generated Text Detection through Multi-Range Attention Masks ACL 2025 Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation ACL 2025 FeedEdit: Text-Based Image Editing with Dynamic Feedback Regulation CVPR 2025 MIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning IJCAI 2025 On-the-fly Preference Alignment via Principle-Guided Decoding ICLR 2025 LongAnimation: Long Animation Generation with Dynamic Global-Local Memory ICCV 2025 RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models ICCV 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 Linguistic-Aware Patch Slimming Framework for Fine-grained Cross-Modal Alignment CVPR 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 LIRE: listwise reward enhancement for preference alignment ACL 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 Homology Consistency Constrained Efficient Tuning for Vision-Language Models NIPS 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 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 Crossing the Gap: Domain Generalization for Image Captioning CVPR 2023 Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation CVPR 2023 Learning Semantic Relationship Among Instances for Image-Text Matching CVPR 2023 Towards Accurate Image Coding: Improved Autoregressive Image Generation With Dynamic Vector Quantization CVPR 2023 $k$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 Improving Image Captioning via Predicting Structured Concepts EMNLP 2023 Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation EMNLP 2023 Negative-Aware Attention Framework for Image-Text Matching CVPR 2022 ER-SAN: Enhanced-Adaptive Relation Self-Attention Network for Image Captioning IJCAI 2022 UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction EMNLP 2022 Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity EMNLP 2022 EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction NAACL 2022 Show Your Faith: Cross-Modal Confidence-Aware Network for Image-Text Matching AAAI 2022 Lesion-Aware Transformers for Diabetic Retinopathy Grading CVPR 2021 Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction AAAI 2021 Image Captioning with Context-Aware Auxiliary Guidance AAAI 2021 Deep Metric Learning with Self-Supervised Ranking AAAI 2021 Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition CVPR 2021 Overcoming Language Priors with Self-supervised Learning for Visual Question Answering IJCAI 2020 Curriculum Learning for Natural Language Understanding ACL 2020 Graph Structured Network for Image-Text Matching CVPR 2020