毛震东｜中国科学技术大学｜学者主页

2026

将对话结构融入基于PLM的编码器以增强对话关系抽取能力（英文）

高杰，张立成，王泉，毛震东

Journal of University of Science and Technology of China

2026

GraphSynthQA: Knowledge-Graph-Guided Query Synthesis and Step-Level Preference Optimization for Web Agents

Chiwei Zhu, Ming-Xuan Du, Benfeng Xu, Shengzhuo Zhang, Xiaorui Wang, Zhendong Mao

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2026

SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder

Dengcan Liu, Jiahao Li, Zheren Fu, Yi Tu, Jia-Jun Li, Zhendong Mao, Yong-Dong Zhang

AAAI Conference on Artificial Intelligence

DOI

2026

Modifying Simple Preference Optimization with Adaptive Margins

Yi-Hang Cheng, L. Zhang, Shaohan Wang, Zhendong Mao

ICON

DOI

2026

Learning to Compose: Revisiting Proxy Task Design for Zero-Shot Composed Image Retrieval

Jingjing Zhang, Lei Zhang, Zheren Fu, Zhendong Mao

Lecture notes in computer science

DOI

2026

DailyReport: An Open-ended Benchmark for Evaluating Search Agents on Daily Search Tasks

Jingxuan Han, Wei Liu, Mingyang Zhu, You-Ke Wang, Ziwen Wang, Lin Qiu, Xuezhi Cao, Xun-Liang Cai, Zheren Fu, L. Zhang, Zhendong Mao

arXiv.org

DOI

2026

Groc-PO: Grounded Context Preference Optimization for Truthful Multimodal LLMs

Zhi Zheng, Zheren Fu, Zhiyuan Yao, Chunxiao Liu, Yong-Dong Zhang, Zhendong Mao

arXiv.org

DOI

2026

ADAPT: Attention Dynamics Alignment with Preference Tuning for Faithful MLLMs

Zhiyuan Yao, Zheren Fu, Zhixiao Zheng, Jiajun Li, Yi Tu, Zhendong Mao

Lecture notes in computer science

DOI

2026

Toward Accurate Image Generation via Dynamic Generative Image Transformer

Zhendong Mao, Mengqi Huang, Yijing Lin, Quan Wang, Lei Zhang, Yongdong Zhang

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2026

Revealing and Mitigating the Impact of LLM-Generated Content on Retrieval-Augmented Generation Systems

Yixing Peng, Yi Liu, Quan Wang, Licheng Zhang, Chenfei Xie, Yongdong Zhang, Zhendong Mao

ACM Transactions on Knowledge Discovery from Data

DOI

2026

CDRRM: Contrast-Driven Rubric Generation for Reliable and Interpretable Reward Modeling

Dongmei Liu, Fengkai Yang, Xiaohan Wang, Shurui Yan, Jiajun Chai, Jiahao Li, Yikun Ban, Zhendong Mao, Wei Lin, Guojun Yin

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2026

FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents

Association for Computational Linguistics 2026, Mingxuan Du, Zhendong Mao, Shaohan Wang, Xiaorui Wang, Benfeng Xu, Yongdong Zhang, Chiwei Zhu

Underline Science Inc.

DOI

2026

LAFaCT: Attribution-based Localization and Focused Sequential Analysis of Fact-Critical Tokens for Hallucination Detection

Association for Computational Linguistics 2026, Jiahao Li, Zhendong Mao, Xin Wang, Licheng Zhang

Underline Science Inc.

DOI

2026

CodeRipple: Wavelet-Based Detection of LLM-Generated Code

Association for Computational Linguistics 2026, Zhendong Mao, Quan Wang, Xingyu Yao

Underline Science Inc.

DOI

2026

Zero-Shot Detection of LLM-Generated Text using Temperature Sensitivity

Association for Computational Linguistics 2026, Jiahao Li, Shixuan Ma, Zhendong Mao, Quan Wang

Underline Science Inc.

DOI

2026

Nativetok: Native Visual Tokenization for Improved Image Generation

Bin Wu, Mengqi Huang, Weinan Jia, Zhendong Mao

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2026

Align Documents to Questions: Question-Oriented Document Rewriting for Retrieval-Augmented Generation

Jiaang Li, Zhendong Mao, Quan Wang, Yuning Wan, Yongdong Zhang

DOI

2026

Improving image-text alignment with an optimal feature sub-space-aware similarity learning framework

Kun Zhang, Jingyu Li, Zhe Li, Huatian Zhang, Lei Zhang, Zhendong Mao, Yongdong Zhang

Science China Information Sciences

DOI

2026

MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools

Zikang Guo, Benfeng Xu, Chiwei Zhu, Wentao Hong, Xiaorui Wang, Zhendong Mao

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2026

LayerEdit: Disentangled Multi-Object Editing via Conflict-Aware Multi-Layer Learning

Fengyi Fu, Mengqi Huang, Lei Zhang, Zhendong Mao

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2026

LayerEdit: Disentangled Multi-Object Editing via Conflict-Aware Multi-Layer Learning

Association for Artificial Intelligence 2026, Fengyi Fu, Mengqi Huang, Zhendong Mao, Lei Zhang

Underline Science Inc.

DOI

2026

Subjective-Objective Emotion-Correlated Generation Network for Subjective Video Captioning

Weidong Chen, Cheng Ye, Peipei Song, Lei Zhang, Yongdong Zhang, Zhendong Mao

IEEE Transactions on Image Processing

DOI

2026

FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents

Chiwei Zhu, Benfeng Xu, Mingxuan Du, Shaohan Wang, Xiaorui Wang, Zhendong Mao, Yongdong Zhang

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2026

WildGraphBench: Benchmarking GraphRAG with Wild-Source Corpora

Pengyu Wang, Benfeng Xu, Licheng Zhang, Shaohan Wang, Mingxuan Du, Chiwei Zhu, Zhendong Mao

DOI

2026

CreatiParser: Generative Image Parsing of Raster Graphic Designs into Editable Layers

Weidong Chen, Dexiang Hong, Zhendong Mao, Yutao Cheng, Xinyan Liu, Lei Zhang, Yongdong Zhang

IEEE Transactions on Multimedia

DOI

2026

LAFaCT: Attribution-based Localization and Focused Sequential Analysis of Fact-Critical Tokens for Hallucination Detection

Xin Eric Wang, Jiahao Li, Licheng Zhang, Zhendong Mao

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2026

Zero-Shot Detection of LLM-Generated Text using Temperature Sensitivity

Shixuan Ma, Jiahao Li, Zhendong Mao, Quan Wang

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2025

利用大语言模型进行信息抽取的增强提示方法探索（英文）

付艺硕，徐本峰，杜铭轩，王泉，毛震东

Journal of University of Science and Technology of China

2025

DACL-RAG: Data Augmentation Strategy With Curriculum Learning for Retrieval-Augmented Generation

Shaohan Wang, L. Zhang, Zheren Fu, Zhendong Mao, Yong-Dong Zhang

IEEE Transactions on Audio, Speech, and Language Processing

DOI

2025

Leveraging Importance Sampling to Detach Alignment Modules from Large Language Models

Yi Liu, Dianqing Liu, Mingye Zhu, Junbo Guo, Yongdong Zhang, Zhendong Mao

neural information processing systems

DOI

2025

Mitigating Biases in Language Models via Bias Unlearning

Dianqing Liu, Yi Liu, Guoqing Jin, Zhendong Mao

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2025

DETCP: Self-Detoxifying Language Models With Contrastive Pairs

Dianqing Liu, Yi Liu, Junbo Guo, Zhendong Mao

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2025

Multi-Prototype Grouping for Continual Learning in Visual Question Answering

L. Zhang, Zhendong Mao, Yi-Xing Peng, Zheren Fu, Yong-Dong Zhang

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2025

D2iT: Dynamic Diffusion Transformer for Accurate Image Generation

Weinan Jia, Mengqi Huang, Nan Chen, Lei Zhang, Zhendong Mao

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2025

Multi-round Mutual Emotion-Cause Pair Extraction for Emotion-Attributed Video Captioning

Cheng Ye, Weidong Chen, Peipei Song, Xinyan Liu, Lei Zhang, Zhendong Mao

ACM International Conference on Multimedia (ACM MM)

DOI

2025

DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization

Wenchuan Wang, Mengqi Huang, Yijing Tu, Zhendong Mao

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

Realgeneral: Unifying Visual Generation Via Temporal in-Context Learning With Video Models

Yijing Lin, Mengqi Huang, Shuhan Zhuang, Zhendong Mao

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

LongAnimation: Long Animation Generation with Dynamic Global-Local Memory

Nan Chen, Mengqi Huang, Yihao Meng, Zhendong Mao

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

Hierarchy-Aware Pseudo Word Learning with Text Adaptation for Zero-Shot Composed Image Retrieval

Zhe Li, Lei Zhang, Zheren Fu, Kun Zhang, Zhendong Mao

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

RealCustom++: Representing Images as Real Textual Word for Real-Time Customization

Zhendong Mao, Mengqi Huang, Fei Ding, Mingcong Liu, Qian He, Yongdong Zhang

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

MIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning

Zikang Guo, Benfeng Xu, Xiaorui Wang, Zhendong Mao

International Joint Conference on Artificial Intelligence

DOI

2025

Rethinking Pseudo Word Learning in Zero-Shot Composed Image Retrieval: From an Object-Aware Perspective

Zhe Li, Lei Zhang, Kun Zhang, Weidong Chen, Yongdong Zhang, Zhendong Mao

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2025

PromptMetric: Prompt Recipe as an Automatic Metric for Evaluating Open-domain Question Answering Systems

Pengzhe Wang, Xin Zeng, Chiwei Zhu, Benfeng Xu, Zhendong Mao, Yongdong Zhang

DOI

2025

FeedEdit: Text-Based Image Editing with Dynamic Feedback Regulation

Fengyi Fu, Lei Zhang, Mengqi Huang, Zhendong Mao

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2025

SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation

Hao Du, Bo Wu, Yan Hua Lu, Zhendong Mao

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2025

A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models

Keyu Tu, Mengqi Huang, Zhuowei Chen, Zhendong Mao

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2025

Dragin3D: Image Editing by Dragging in 3D Space

Weiran Guang, Xiaoguang Gu, Mengqi Huang, Zhendong Mao

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2025

Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection

Xiaoyu Huang, Weidong Chen, Bo Hu, Zhendong Mao

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA

Jiaang Li, Quan Wang, Zhongnan Wang, Yongdong Zhang, Zhendong Mao

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization

Nan Chen, Mengqi Huang, Zhuowei Chen, Yang Zheng, Lei Zhang, Zhendong Mao

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

Matryoshka Learning With Metric Transfer for Image-Text Matching

Pengzhe Wang, Lei Zhang, Zhendong Mao, Nenan Lyu, Yongdong Zhang

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2025

Fully Semantic Gap Recovery for End-to-End Image Captioning

J. Gao, Lei Zhang, Jingyu Li, Zhendong Mao

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2025

Improving Video Summarization by Exploring the Coherence Between Corresponding Captions

Cheng Ye, Weidong Chen, Bo Hu, Lei Zhang, Yongdong Zhang, Zhendong Mao

IEEE Transactions on Image Processing

DOI

2025

Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation

Jingxuan Han, Zhendong Mao, Yi Liu, Yexuan Che, Zheren Fu, Quan Wang

DOI

2025

Pro3D-Editor: A Progressive-Views Perspective for Consistent and Precise 3D Editing

Zheng Wen Yang, Mengqi Huang, Nan Chen, Zhendong Mao

neural information processing systems

DOI

2025

Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach

Ruizhe Li, Chiwei Zhu, Benfeng Xu, Xiaorui Wang, Zhendong Mao

DOI

2025

Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability

Chiwei Zhu, Benfeng Xu, Yang An, Junyang Lin, Quan Wang, Chang Zhou, Zhendong Mao

DOI

2025

M-RangeDetector: Enhancing Generalization in Machine-Generated Text Detection through Multi-Range Attention Masks

Kaijie Jiao, Quan Wang, Licheng Zhang, Zikang Guo, Zhendong Mao

DOI

2025

Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive LoRA

Jiahao Li, Zhendong Mao, Quan Wang

DOI

2025

Skin-Adapter: Fine-Grained Skin-Color Preservation for Text-to-Image Generation

Zhuowei Chen, Mengqi Huang, Nan Chen, Zhendong Mao

Lecture notes in computer science

DOI

2025

Improve Safety Training of Large Language Models with Safety-Critical Singular Vectors Localization

Peijian Gu, Quan Wang, Zhendong Mao

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2025

From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding

Chenxi Zhu, Benfeng Xu, Xiaorui Wang, Zhendong Mao

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2025

Leveraging robust optimization for llm alignment under distribution shifts

Mingye Zhu, Yi Liu, Zheren Fu, Yong Zhang, Zhendong Mao

neural information processing systems

DOI

2025

Exploration of augmented prompting methods for information extraction using large language models

Yishuo Fu, Benfeng Xu, Mingxuan Du, Quan Wang, Zhendong Mao

JUSTC

DOI

2024

QGAE：用于生成问答对的端到端无答案问题生成模型（英文）

李林枫，张立成，朱池苇，毛震东

《中国科学技术大学学报》

2024

Enhanced Semantic Similarity Learning Framework for Image-Text Matching

Kun Zhang, Bo Hu, Huatian Zhang, Zhe Li, Zhendong Mao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

Cascade Semantic Prompt Alignment Network for Image Captioning

Jingyu Li, Lei Zhang, Kun Zhang, Bo Hu, Hong-Tao Xie, Zhendong Mao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

Fast, Accurate, and Lightweight Memory-Enhanced Embedding Learning Framework for Image-Text Retrieval

Zhe Li, Lei Zhang, Kun Zhang, Yong-Dong Zhang, Zhendong Mao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

DreamIdentity: Enhanced Editability for Efficient Face-Identity Preserved Image Generation

Zhuowei Chen, Shancheng Fang, Wei Liu, Qian He, Mengqi Huang, Zhendong Mao

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2024

Dual-path Collaborative Generation Network for Emotional Video Captioning

Cheng Ye, Weidong Chen, Jingyu Li, Lei Zhang, Zhendong Mao

ACM International Conference on Multimedia (ACM MM)

DOI

2024

Exploiting Pre-Trained Language Models for Black-Box Attack against Knowledge Graph Embeddings

Guangqian Yang, Lei Zhang, Yi Liu, Hongtao Xie, Zhendong Mao

ACM Transactions on Knowledge Discovery from Data

DOI

2024

Neighborhood-Adaptive Context Enhancement Learning For Scene Graph Generation

Bowen Zhao, Licheng Zhang, Lei Zhang, Zhendong Mao

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2024

Linguistic-Aware Patch Slimming Framework for Fine-Grained Cross-Modal Alignment

Zheren Fu, Lei Zhang, Xia Hou, Zhendong Mao

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2024

RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization

Mengqi Huang, Zhendong Mao, Mingcong Liu, Qian He, Yongdong Zhang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2024

Document-level Relation Extraction with Progressive Self-distillation

Quan Wang, Zhendong Mao, Jie Gao, Yongdong Zhang

ACM Transactions on Information Systems

DOI

2024

Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation

Tianqi Zhong, Zhaoyi Li, Quan Wang, Linqi Song, Ying Wei, Defu Lian, Zhendong Mao

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2024

Identification of Necessary Semantic Undertakers in the Causal View for Image-Text Matching

Huatian Zhang, Lei Zhang, Kun Zhang, Zhendong Mao

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2024

Benchmarking Large Language Models on Controllable Generation under Diversified Instructions

Yihan Chen, Benfeng Xu, Quan Wang, Yi Liu, Zhendong Mao

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2024

Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing

Hao Li, Mengqi Huang, Lei Zhang, Bo Hu, Yi Liu, Zhendong Mao

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2024

Improving Radiology Report Generation with D2-Net: When Diffusion Meets Discriminator

Yuda Jin, Weidong Chen, Yuanhe Tian, Yan Song, Chenggang Clarence Yan, Zhendong Mao

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2024

Improving Image-Text Matching With Bidirectional Consistency of Cross-Modal Alignment

Zhe Li, Lei Zhang, Kun Zhang, Yongdong Zhang, Zhendong Mao

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2024

An overview of fake news detection: From a new perspective

Bo Hu, Zhendong Mao, Yongdong Zhang

Fundamental Research

DOI

2024

Knowledge Context Modeling with Pre-trained Language Models for Contrastive Knowledge Graph Completion

Guangqian Yang, Yi Liu, Lei Zhang, Licheng Zhang, Hongtao Xie, Zhendong Mao

DOI

2024

USTC-BUPT at SemEval-2024 Task 8: Enhancing Machine-Generated Text Detection via Domain Adversarial Neural Networks and LLM Embeddings

Zikang Guo, Kaijie Jiao, Xingyu Yao, Yuning Wan, Haoran Li, Benfeng Xu, Licheng Zhang, Quan Wang, Yongdong Zhang, Zhendong Mao

International Workshop on Semantic Evaluation (SemEval)

DOI

2024

Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering

Peng Yixing, Quan Wang, Licheng Zhang, Yi Liu, Zhendong Mao

DOI

2024

Disentangled Learning with Synthetic Parallel Data for Text Style Transfer

Jingxuan Han, Quan Wang, Zikang Guo, Benfeng Xu, Licheng Zhang, Zhendong Mao

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2024

Curriculum Learning Driven Domain Adaptation for Low-Resource Machine Reading Comprehension

Licheng Zhang, Quan Wang, Benfeng Xu, Yi Liu, Zhendong Mao

IEEE Signal Processing Letters

DOI

2024

Feature-Adaptive and Data-Scalable In-Context Learning

Jiahao Li, Quan Wang, Licheng Zhang, Guoqing Jin, Zhendong Mao

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2024

LIRE: listwise reward enhancement for preference alignment

Mingye Zhu, Yi Liu, Lei Zhang, Junbo Guo, Zhendong Mao

DOI

2024

RESEMO: A Benchmark Chinese Dataset for Studying Responsive Emotion from Social Media Content

Bo Hu, Meng Zhang, Chenfei Xie, Yuanhe Tian, Song Yan, Zhendong Mao

DOI

2024

FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization

Mingye Zhu, Yi Liu, Quan Wang, Junbo Guo, Zhendong Mao

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2024

KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction

Jianshang Kou, Benfeng Xu, Chiwei Zhu, Zhendong Mao

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2023

Inductive Relation Prediction from Relational Paths and Context with Hierarchical Transformers

Jiaang Li, Quan Wang, Zhendong Mao

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2023

Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time Controllable Text Generation

Tianqi Zhong, Quan Wang, Jingxuan Han, Yongdong Zhang, Zhendong Mao

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2023

Learning Semantic Relationship among Instances for Image-Text Matching

Zheren Fu, Zhendong Mao, Yan Song, Yongdong Zhang

Computer Vision and Pattern Recognition

DOI

2023

SADE: A Self-Adaptive Expert for Multi-Dataset Question Answering

Yi-Xing Peng, Quang Wang, Zhendong Mao, Yongdong Zhang

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2023

Text Style Transfer with Contrastive Transfer Pattern Mining

Jingxuan Han, Quan Wang, L. Zhang, Wei-Dong Chen, Yan Song, Zhendong Mao

Annual Meeting of the Association for Computational Linguistics

DOI

2023

Unlocking the Power of Cross-Dimensional Semantic Dependency for Image-Text Matching

Kun Zhang, Lei Zhang, Bo Hu, Meng-Xiao Zhu, Zhendong Mao

ACM Multimedia

DOI

2023

kNN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference

Benfeng Xu, Quan Wang, Zhendong Mao, Y. Lyu, Q. She, Yong-Dong Zhang

International Conference on Learning Representations

DOI

2023

Crossing the Gap: Domain Generalization for Image Captioning

Yuchen Ren, Zhendong Mao, Shan-Cheng Fang, Yan Lu, Tong He, Hao Du, Yongdong Zhang, Wanli Ouyang

Computer Vision and Pattern Recognition

DOI

2023

Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation

Mengqi Huang, Zhendong Mao, Quang Wang, Yongdong Zhang

Computer Vision and Pattern Recognition

DOI

2023

QGAE: an End-to-end Answer-Agnostic Question Generation Model for Generating Question-Answer Pairs

Linfeng Li, L. Zhang, Chiwei Zhu, Zhendong Mao

JUSTC

DOI

2023

Difference-Aware Iterative Reasoning Network for Key Relation Detection

Bowen Zhao, Wei-Dong Chen, Bo Hu, Hong-Tao Xie, Zhendong Mao

IEEE International Conference on Multimedia and Expo

DOI

2023

ExpertPrompting: Instructing Large Language Models to be Distinguished Experts

Benfeng Xu, An Yang, Jun-Yang Lin, Quang Wang, Chang Zhou, Yongdong Zhang, Zhendong Mao

arXiv.org

DOI

2023

Unified Adaptive Relevance Distinguishable Attention Network for Image-Text Matching

Kun Zhang, Zhendong Mao, An-An Liu, Yongdong Zhang

IEEE transactions on multimedia

DOI

2023

Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization

Mengqi Huang, Zhendong Mao, Zhuowei Chen, Yongdong Zhang

Computer Vision and Pattern Recognition

DOI

2023

S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction

Benfeng Xu, Quan Wang, Y. Lyu, Dai Dai, Yongdong Zhang, Zhendong Mao

Annual Meeting of the Association for Computational Linguistics

DOI

2023

Exploring Visual Relationships via Transformer-based Graphs for Enhanced Image Captioning

Jingyu Li, Zhendong Mao, Hao Li, Weidong Chen, Yongdong Zhang

ACM Transactions on Multimedia Computing Communications and Applications

DOI

2023

Sentiment-Oriented Transformer-Based Variational Autoencoder Network for Live Video Commenting

Fengyi Fu, Shancheng Fang, Weidong Chen, Zhendong Mao

ACM Transactions on Multimedia Computing Communications and Applications

DOI

2023

Improving Image Captioning via Predicting Structured Concepts

Ting Wang, Weidong Chen, Yuanhe Tian, Yan Song, Zhendong Mao

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2023

On the Calibration of Large Language Models and Alignment

Chiwei Zhu, Benfeng Xu, Quan Wang, Yongdong Zhang, Zhendong Mao

DOI

2023

E-CORE: Emotion Correlation Enhanced Empathetic Dialogue Generation

Fengyi Fu, Lei Zhang, Quan Wang, Zhendong Mao

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2023

Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation

Jiaang Li, Quan Wang, Yi Liu, Licheng Zhang, Zhendong Mao

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2023

Contour-Augmented Concept Prediction Network for Image Captioning

Ting Wang, Weidong Chen, Jingyu Li, Yixing Peng, Zhendong Mao

Lecture notes in computer science

DOI

2023

Grammatical Error Correction via Mixed-Grained Weighted Training

Jiahao Li, Quan Wang, Chiwei Zhu, Zhendong Mao, Yongdong Zhang

DOI

2023

IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language Understanding

Peijian Gu, Yaozong Shen, Lijie Wang, Quan Wang, Hua Wu, Zhendong Mao

DOI

2022

基于数据驱动的社交媒体假新闻预测（英文）

陈鑫，方山城，毛震东，张勇东

Journal of University of Science and Technology of China

2022

基于跨模态对比的场景图图像生成

王鹏辉，胡博，毛震东

《信号处理》

2022

基于传播意图特征的虚假新闻检测方法综述

毛震东，赵博文，白嘉萌，胡博

《信号处理》

2022

A data-driven model for social media fake news detection

Xin Chen, Shan-Cheng Fang, Zhendong Mao, Yongdong Zhang

JUSTC

DOI

2022

Joint Local Correlation and Global Contextual Information for Unsupervised 3D Model Retrieval and Classification

Wenhui Li, Zhenlan Zhao, An-An Liu, Zan Gao, C. Yan, Zhendong Mao, Hai-Peng Chen, Wei-Zhi Nie

IEEE transactions on circuits and systems for video technology (Print)

DOI

2022

ER-SAN: Enhanced-Adaptive Relation Self-Attention Network for Image Captioning

Jingyu Li, Zhendong Mao, Shan-Cheng Fang, Hao Li

International Joint Conference on Artificial Intelligence

DOI

2022

DSE-GAN: Dynamic Semantic Evolution Generative Adversarial Network for Text-to-Image Generation

Mengqi Huang, Zhendong Mao, Penghui Wang, Quang Wang, Yongdong Zhang

ACM Multimedia

DOI

2022

Focus Your Attention: A Focal Attention for Multimodal Learning

Chunxiao Liu, Zhendong Mao, Tianzhu Zhang, An-An Liu, Bin Wang, Yongdong Zhang

IEEE transactions on multimedia

DOI

2022

Background Layout Generation and Object Knowledge Transfer for Text-to-Image Generation

Zhuowei Chen, Zhendong Mao, Shan-Cheng Fang, Bo Hu

ACM Multimedia

DOI

2022

ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting

Shan-Cheng Fang, Zhendong Mao, Hong-Tao Xie, Yuxin Wang, C. Yan, Yongdong Zhang

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2022

Fine-tuning with Multi-modal Entity Prompts for News Image Captioning

Jingjing Zhang, Shan-Cheng Fang, Zhendong Mao, Zhiwei Zhang, Yongdong Zhang

ACM Multimedia

DOI

2022

Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity

Jiahao Li, Quan Wang, Zhendong Mao, Junbo Guo, Yanyan Yang, Yongdong Zhang

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2022

Show Your Faith: Cross-Modal Confidence-Aware Network for Image-Text Matching

Huatian Zhang, Zhendong Mao, Kun Zhang, Yongdong Zhang

AAAI Conference on Artificial Intelligence

DOI

2022

Semantically Similarity-Wise Dual-Branch Network for Scene Graph Generation

Bowen Zhao, Zhendong Mao, Shan-Cheng Fang, W. Zang, Yongdong Zhang

IEEE transactions on circuits and systems for video technology (Print)

DOI

2022

EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction

Benfeng Xu, Quan Wang, Y. Lyu, Yabing Shi, Yong Zhu, Jie Gao, Zhendong Mao

North American Chapter of the Association for Computational Linguistics

DOI

2022

UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction

Wei Tang, Benfeng Xu, Yuyue Zhao, Zhendong Mao, Yifeng Liu, Yong Liao, Haiyong Xie

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2022

Negative-Aware Attention Framework for Image-Text Matching

Kun Zhang, Zhendong Mao, Quang Wang, Yongdong Zhang

Computer Vision and Pattern Recognition

DOI

2022

Self-Supervised Synthesis Ranking for Deep Metric Learning

Zheren Fu, Zhendong Mao, C. Yan, An-an Liu, Hong-Tao Xie, Yongdong Zhang

IEEE transactions on circuits and systems for video technology (Print)

DOI

2022

Intra-Class Adaptive Augmentation With Neighbor Correction for Deep Metric Learning

Zheren Fu, Zhendong Mao, Bo Hu, An-an Liu, Yongdong Zhang

IEEE transactions on multimedia

DOI

2021

Multi-Scale Structure-Aware Network for Weakly Supervised Temporal Action Detection

Wen-Fei Yang, Tianzhu Zhang, Zhendong Mao, Yongdong Zhang, Qi Tian, Feng Wu

IEEE Transactions on Image Processing

DOI

2021

M-GCN: Multi-Branch Graph Convolution Network for 2D Image-based on 3D Model Retrieval

Wei-Zhi Nie, Minjie Ren, An-An Liu, Zhendong Mao, Jie Nie

IEEE transactions on multimedia

DOI

2021

Evolution of ICTs-empowered-identification: A general re-ranking method for person re-identification

Bing-Yao Zhu, Tongkun Xu, Bolun Zheng, Quan Zhang, Yaoqi Sun, An-An Liu, Zhendong Mao, C. Yan

Pattern Recognition Letters

DOI

2021

Review and Arrange: Curriculum Learning for Natural Language Understanding

L. Zhang, Zhendong Mao, Benfeng Xu, Quan Wang, Yongdong Zhang

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2021

Mask and Predict: Multi-step Reasoning for Scene Graph Generation

Hong-Shuo Tian, Ning Xu, An-An Liu, C. Yan, Zhendong Mao, Quan Zhang, Yongdong Zhang

ACM Multimedia

DOI

2021

Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction

Benfeng Xu, Quan Wang, Y. Lyu, Yong Zhu, Zhendong Mao

AAAI Conference on Artificial Intelligence

DOI

2021

Task-Adaptive Attention for Image Captioning

C. Yan, Yiming Hao, Liang Li, Jian Yin, An-An Liu, Zhendong Mao, Zhen-Yu Chen, Xing-Yu Gao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2021

Hierarchical multi-view context modelling for 3D object classification and retrieval

An-An Liu, Heyu Zhou, Wei-Zhi Nie, Zhenguang Liu, Wu Liu, Hong-Tao Xie, Zhendong Mao, Xuan Li, Dan Song

Information Sciences

DOI

2021

Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition

Shan-Cheng Fang, Hong-Tao Xie, Yuxin Wang, Zhendong Mao, Yongdong Zhang

Computer Vision and Pattern Recognition

DOI

2021

Deep Metric Learning with Self-Supervised Ranking

Zheren Fu, Yan Li, Zhendong Mao, Quan Wang, Yongdong Zhang

AAAI Conference on Artificial Intelligence

DOI

2020

Overcoming Language Priors with Self-supervised Learning for Visual Question Answering

Xi Zhu, Zhendong Mao, Chunxiao Liu, Peng Zhang, Bin Wang, Yongdong Zhang

International Joint Conference on Artificial Intelligence

DOI

2020

Curriculum Learning for Natural Language Understanding

Benfeng Xu, L. Zhang, Zhendong Mao, Quan Wang, Hong-Tao Xie, Yongdong Zhang

Annual Meeting of the Association for Computational Linguistics

DOI

2020

Object-difference drived graph convolutional networks for visual question answering

Xi Zhu, Zhendong Mao, Zhineng Chen, Yangyang Li, Zhao-Hui Wang, Bin Wang

Multimedia tools and applications

DOI

2020

Image Captioning with Context-Aware Auxiliary Guidance

Zeliang Song, Xiaofei Zhou, Zhendong Mao, Jian-Long Tan

AAAI Conference on Artificial Intelligence

DOI

2020

Graph Structured Network for Image-Text Matching

Chunxiao Liu, Zhendong Mao, Tianzhu Zhang, Hong-Tao Xie, Bin Wang, Yongdong Zhang

Computer Vision and Pattern Recognition

DOI

2020

Context propagation embedding network for weakly supervised semantic segmentation

Yajun Xu, Zhendong Mao, Zhineng Chen, Xin Wen, Yangyang Li

Multimedia tools and applications

DOI

2020

Domain-Specific Alignment Network for Multi-Domain Image-Based 3D Object Retrieval

Yu-Ting Su, Yu-Qian Li, Dan Song, Zhendong Mao, Xuanya Li, An-An Liu

ACM Multimedia

DOI

2019

A Neighbor-aware Approach for Image-text Matching

Chunxiao Liu, Zhendong Mao, W. Zang, Bin Wang

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2019

Focus Your Attention: A Bidirectional Focal Attention Network for Image-Text Matching

Chunxiao Liu, Zhendong Mao, An-An Liu, Tianzhu Zhang, Bin Wang, Yongdong Zhang

ACM Multimedia

DOI

2019

Compact Position-Aware Attention Network for Image Semantic Segmentation

Yajun Xu, Zhendong Mao, Peng Zhang, Bin Wang

Conference on Multimedia Modeling

DOI

2019

SP-VITON: shape-preserving image-based virtual try-on network

Dan Song, Tianbao Li, Zhendong Mao, An-An Liu

Multimedia tools and applications

DOI

2019

Double-Bit Quantization and Index Hashing for Nearest Neighbor Search

Hong-Tao Xie, Zhendong Mao, Yongdong Zhang, Han Deng, C. Yan, Zhi-Neng Chen

IEEE transactions on multimedia

DOI

2019

MMJN: Multi-Modal Joint Networks for 3D Shape Recognition

Wei-Zhi Nie, Qi Liang, An-An Liu, Zhendong Mao, Yangyang Li

ACM Multimedia

DOI

2018

Post Tuned Hashing: A New Approach to Indexing High-dimensional Data

Zhendong Mao, Quan Wang, Yongdong Zhang, Bin Wang

ACM Multimedia

DOI

2017

Knowledge Graph Embedding: A Survey of Approaches and Applications

Quan Wang, Zhendong Mao, Bin Wang, Li Guo

IEEE Transactions on Knowledge and Data Engineering

DOI

2017

Uyghur Language Text Detection in Complex Background Images Using Enhanced MSERs

Shun Liu, Hong-Tao Xie, Chuan Zhou, Zhendong Mao

Conference on Multimedia Modeling

DOI

2017

Double-bit quantization and weighting for nearest neighbor search

Han Deng, Hong-Tao Xie, Wei Ma, Zhendong Mao, Chuan Zhou

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2015

What is the next step of binary features?

Zhendong Mao, Lei Zhang, Bin Wang, Li Guo

IEEE International Conference on Multimedia and Expo

DOI

2015

Hierarchical Encoding of Binary Descriptors for Image Matching

Zhendong Mao, Lingling Tong, Hong-Tao Xie, Q. Tian

International Conference on Multimedia Retrieval

DOI

2014

Salient region detection for complex background images using integrated features

Yongdong Zhang, Zhendong Mao, Jin-Tao Li, Q. Tian

Information Sciences

DOI

2013

COGE: A Novel Binary Feature Descriptor Exploring Anisotropy and Non-uniformity

Zhendong Mao, Yongdong Zhang, Q. Tian

Pacific Rim Conference on Multimedia

DOI

2013

What are the distance metrics for local features?

Zhendong Mao, Yongdong Zhang, Q. Tian

ACM Multimedia

DOI

2012

低质量汉字的分块搜索两级识别法

刘毅，毛震东，张冬明，张勇东，林守勋

《计算机辅助设计与图形学学报》

2012

Geometric context-preserving progressive transmission in mobile visual search

J. Xia, Ke Gao, Dongming Zhang, Zhendong Mao

ACM Multimedia

DOI

2012

A method for detecting salient regions using integrated features

Zhendong Mao, Yongdong Zhang, Ke Gao, Dongming Zhang

ACM Multimedia

DOI

2009

VideoMap: Interactive Search System by MCG-ICT-CAS*

Juan Cao, Yong-Dong Zhang, Bailan Feng, Lei Bao, Lin Pang, Jin-Tao Li, Ke Gao, Xiao Wu, Hongjuan Xie, Wei Zhang, Zhendong Mao

精选作品

期刊论文

将对话结构融入基于PLM的编码器以增强对话关系抽取能力（英文）

GraphSynthQA: Knowledge-Graph-Guided Query Synthesis and Step-Level Preference Optimization for Web Agents

SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder

Modifying Simple Preference Optimization with Adaptive Margins

Learning to Compose: Revisiting Proxy Task Design for Zero-Shot Composed Image Retrieval

DailyReport: An Open-ended Benchmark for Evaluating Search Agents on Daily Search Tasks

Groc-PO: Grounded Context Preference Optimization for Truthful Multimodal LLMs

ADAPT: Attention Dynamics Alignment with Preference Tuning for Faithful MLLMs

Toward Accurate Image Generation via Dynamic Generative Image Transformer

Revealing and Mitigating the Impact of LLM-Generated Content on Retrieval-Augmented Generation Systems

CDRRM: Contrast-Driven Rubric Generation for Reliable and Interpretable Reward Modeling

FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents

LAFaCT: Attribution-based Localization and Focused Sequential Analysis of Fact-Critical Tokens for Hallucination Detection

CodeRipple: Wavelet-Based Detection of LLM-Generated Code

Zero-Shot Detection of LLM-Generated Text using Temperature Sensitivity

Nativetok: Native Visual Tokenization for Improved Image Generation

Align Documents to Questions: Question-Oriented Document Rewriting for Retrieval-Augmented Generation

Improving image-text alignment with an optimal feature sub-space-aware similarity learning framework

MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools

LayerEdit: Disentangled Multi-Object Editing via Conflict-Aware Multi-Layer Learning

LayerEdit: Disentangled Multi-Object Editing via Conflict-Aware Multi-Layer Learning

Subjective-Objective Emotion-Correlated Generation Network for Subjective Video Captioning

FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents

WildGraphBench: Benchmarking GraphRAG with Wild-Source Corpora

CreatiParser: Generative Image Parsing of Raster Graphic Designs into Editable Layers

LAFaCT: Attribution-based Localization and Focused Sequential Analysis of Fact-Critical Tokens for Hallucination Detection

Zero-Shot Detection of LLM-Generated Text using Temperature Sensitivity

利用大语言模型进行信息抽取的增强提示方法探索（英文）

DACL-RAG: Data Augmentation Strategy With Curriculum Learning for Retrieval-Augmented Generation

Leveraging Importance Sampling to Detach Alignment Modules from Large Language Models

Mitigating Biases in Language Models via Bias Unlearning

DETCP: Self-Detoxifying Language Models With Contrastive Pairs

Multi-Prototype Grouping for Continual Learning in Visual Question Answering

D2iT: Dynamic Diffusion Transformer for Accurate Image Generation

Multi-round Mutual Emotion-Cause Pair Extraction for Emotion-Attributed Video Captioning

DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization

Realgeneral: Unifying Visual Generation Via Temporal in-Context Learning With Video Models

LongAnimation: Long Animation Generation with Dynamic Global-Local Memory

Hierarchy-Aware Pseudo Word Learning with Text Adaptation for Zero-Shot Composed Image Retrieval

RealCustom++: Representing Images as Real Textual Word for Real-Time Customization

MIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning

Rethinking Pseudo Word Learning in Zero-Shot Composed Image Retrieval: From an Object-Aware Perspective

PromptMetric: Prompt Recipe as an Automatic Metric for Evaluating Open-domain Question Answering Systems

FeedEdit: Text-Based Image Editing with Dynamic Feedback Regulation

SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation

A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models

Dragin3D: Image Editing by Dragging in 3D Space

Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection

ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA

CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization

Matryoshka Learning With Metric Transfer for Image-Text Matching

Fully Semantic Gap Recovery for End-to-End Image Captioning

Improving Video Summarization by Exploring the Coherence Between Corresponding Captions

Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation

Pro3D-Editor: A Progressive-Views Perspective for Consistent and Precise 3D Editing

Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach

Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability

M-RangeDetector: Enhancing Generalization in Machine-Generated Text Detection through Multi-Range Attention Masks

Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive LoRA

Skin-Adapter: Fine-Grained Skin-Color Preservation for Text-to-Image Generation

Improve Safety Training of Large Language Models with Safety-Critical Singular Vectors Localization

From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding

Leveraging robust optimization for llm alignment under distribution shifts

Exploration of augmented prompting methods for information extraction using large language models

QGAE：用于生成问答对的端到端无答案问题生成模型（英文）

Enhanced Semantic Similarity Learning Framework for Image-Text Matching

Cascade Semantic Prompt Alignment Network for Image Captioning

Fast, Accurate, and Lightweight Memory-Enhanced Embedding Learning Framework for Image-Text Retrieval

DreamIdentity: Enhanced Editability for Efficient Face-Identity Preserved Image Generation

Dual-path Collaborative Generation Network for Emotional Video Captioning

Exploiting Pre-Trained Language Models for Black-Box Attack against Knowledge Graph Embeddings

Neighborhood-Adaptive Context Enhancement Learning For Scene Graph Generation

Linguistic-Aware Patch Slimming Framework for Fine-Grained Cross-Modal Alignment

RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization

Document-level Relation Extraction with Progressive Self-distillation

Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation

Identification of Necessary Semantic Undertakers in the Causal View for Image-Text Matching

Benchmarking Large Language Models on Controllable Generation under Diversified Instructions