| 2026 | AAAI | LayerEdit: Disentangled Multi-Object Editing via Conflict-Aware Multi-Layer Learning. | Fengyi Fu, Mengqi Huang, Lei Zhang, Zhendong Mao |
| 2026 | AAAI | MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools. | Zikang Guo, Benfeng Xu, Chiwei Zhu, Wentao Hong, Xiaorui Wang, Zhendong Mao |
| 2026 | AAAI | SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder. | Dengcan Liu, Jiahao Li, Zheren Fu, Yi Tu, Jiajun Li, Zhendong Mao, Yongdong Zhang |
| 2026 | ACL | Align Documents to Questions: Question-Oriented Document Rewriting for Retrieval-Augmented Generation. | Jiaang Li, Zhendong Mao, Quan Wang, Yuning Wan, Yongdong Zhang |
| 2026 | ACL | Zero-Shot Detection of LLM-Generated Text using Temperature Sensitivity. | Shixuan Ma, Jiahao Li, Zhendong Mao, Quan Wang |
| 2026 | ACL | LAFaCT: Attribution-based Localization and Focused Sequential Analysis of Fact-Critical Tokens for Hallucination Detection. | Xin Wang, Jiahao Li, Licheng Zhang, Zhendong Mao |
| 2026 | ACL | WildGraphBench: Benchmarking GraphRAG with Wild-Source Corpora. | Pengyu Wang, Benfeng Xu, Licheng Zhang, Shaohan Wang, Mingxuan Du, Chiwei Zhu, Zhendong Mao |
| 2026 | ACL | CodeRipple: Wavelet-Based Detection of LLM-Generated Code. | Xingyu Yao, Zhendong Mao, Quan Wang |
| 2026 | ACL | 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 |
| 2026 | SIGIR | GraphSynthQA: Knowledge-Graph-Guided Query Synthesis and Step-Level Preference Optimization for Web Agents. | Chiwei Zhu, Mingxuan Du, Benfeng Xu, Shengzhuo Zhang, Xiaorui Wang, Zhendong Mao |
| 2025 | AAAI | ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA. | Jiaang Li, Quan Wang, Zhongnan Wang, Yongdong Zhang, Zhendong Mao |
| 2025 | AAAI | CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization. | Nan Chen, Mengqi Huang, Zhuowei Chen, Yang Zheng, Lei Zhang, Zhendong Mao |
| 2025 | AAAI | Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection. | Xiaoyu Huang, Weidong Chen, Bo Hu, Zhendong Mao |
| 2025 | ACL | Improve Safety Training of Large Language Models with Safety-Critical Singular Vectors Localization. | Peijian Gu, Quan Wang, Zhendong Mao |
| 2025 | ACL | Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation. | Jingxuan Han, Zhendong Mao, Yi Liu, Yexuan Che, Zheren Fu, Quan Wang |
| 2025 | ACL | M-RangeDetector: Enhancing Generalization in Machine-Generated Text Detection through Multi-Range Attention Masks. | Kaijie Jiao, Quan Wang, Licheng Zhang, Zikang Guo, Zhendong Mao |
| 2025 | ACL | Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive LoRA. | Jiahao Li, Zhendong Mao, Quan Wang |
| 2025 | ACL | From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding. | Chiwei Zhu, Benfeng Xu, Xiaorui Wang, Zhendong Mao |
| 2025 | ACL | Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability. | Chiwei Zhu, Benfeng Xu, An Yang, Junyang Lin, Quan Wang, Chang Zhou, Zhendong Mao |
| 2025 | COLING | CMI-AIGCX at GenAI Detection Task 2: Leveraging Multilingual Proxy LLMs for Machine-Generated Text Detection in Academic Essays. | Kaijie Jiao, Xingyu Yao, Shixuan Ma, Sifan Fang, Zikang Guo, Benfeng Xu, Licheng Zhang, Quan Wang, Yongdong Zhang, Zhendong Mao |
| 2025 | CVPR | SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation. | Hao Du, Bo Wu, Yan Lu, Zhendong Mao |
| 2025 | CVPR | FeedEdit: Text-Based Image Editing with Dynamic Feedback Regulation. | Fengyi Fu, Lei Zhang, Mengqi Huang, Zhendong Mao |
| 2025 | CVPR | Dragin3D: Image Editing by Dragging in 3D Space. | Weiran Guang, Xiaoguang Gu, Mengqi Huang, Zhendong Mao |
| 2025 | CVPR | D^2iT: Dynamic Diffusion Transformer for Accurate Image Generation. | Weinan Jia, Mengqi Huang, Nan Chen, Lei Zhang, Zhendong Mao |
| 2025 | CVPR | A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models. | Keyu Tu, Mengqi Huang, Zhuowei Chen, Zhendong Mao |
| 2025 | EMNLP | Mitigating Biases in Language Models via Bias Unlearning. | Dianqing Liu, Yi Liu, Guoqing Jin, Zhendong Mao |
| 2025 | EMNLP | Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach. | Ruizhe Li, Chiwei Zhu, Benfeng Xu, Xiaorui Wang, Zhendong Mao |
| 2025 | ICASSP | DETCP: Self-Detoxifying Language Models With Contrastive Pairs. | Dianqing Liu, Yi Liu, Junbo Guo, Zhendong Mao |
| 2025 | ICASSP | Multi-Prototype Grouping for Continual Learning in Visual Question Answering. | Licheng Zhang, Zhendong Mao, Yixing Peng, Zheren Fu, Yongdong Zhang |
| 2025 | ICCV | LongAnimation: Long Animation Generation with Dynamic Global-Local Memory. | Nan Chen, Mengqi Huang, Yihao Meng, Zhendong Mao |
| 2025 | ICCV | Realgeneral: Unifying Visual Generation Via Temporal in-Context Learning With Video Models. | Yijing Lin, Mengqi Huang, Shuhan Zhuang, Zhendong Mao |
| 2025 | ICCV | Hierarchy-Aware Pseudo Word Learning with Text Adaptation for Zero-Shot Composed Image Retrieval. | Zhe Li, Lei Zhang, Zheren Fu, Kun Zhang, Zhendong Mao |
| 2025 | ICCV | DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization. | Wenchuan Wang, Mengqi Huang, Yijing Tu, Zhendong Mao |
| 2025 | ICCV | NeuraLeaf: Neural Parametric Leaf Models with Shape and Deformation Disentanglement. | Yang Yang, Zhendong Mao, Hiroaki Santo, Yasuyuki Matsushita, Fumio Okura |
| 2025 | ICLR | On-the-fly Preference Alignment via Principle-Guided Decoding. | Mingye Zhu, Yi Liu, Lei Zhang, Junbo Guo, Zhendong Mao |
| 2025 | IJCAI | MIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning. | Zikang Guo, Benfeng Xu, Xiaorui Wang, Zhendong Mao |
| 2025 | IJCNN | PromptMetric: Prompt Recipe as an Automatic Metric for Evaluating Open-domain Question Answering Systems. | Pengzhe Wang, Xin Zeng, Chiwei Zhu, Benfeng Xu, Zhendong Mao, Yong-Dong Zhang |
| 2025 | MMM | Skin-Adapter: Fine-Grained Skin-Color Preservation for Text-to-Image Generation. | Zhuowei Chen, Mengqi Huang, Nan Chen, Zhendong Mao |
| 2025 | SIGIR | 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 |
| 2024 | AAAI | DreamIdentity: Enhanced Editability for Efficient Face-Identity Preserved Image Generation. | Zhuowei Chen, Shancheng Fang, Wei Liu, Qian He, Mengqi Huang, Zhendong Mao |
| 2024 | AAAI | Benchmarking Large Language Models on Controllable Generation under Diversified Instructions. | Yihan Chen, Benfeng Xu, Quan Wang, Yi Liu, Zhendong Mao |
| 2024 | AAAI | 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 |
| 2024 | AAAI | Identification of Necessary Semantic Undertakers in the Causal View for Image-Text Matching. | Huatian Zhang, Lei Zhang, Kun Zhang, Zhendong Mao |
| 2024 | ACL | Disentangled Learning with Synthetic Parallel Data for Text Style Transfer. | Jingxuan Han, Quan Wang, Zikang Guo, Benfeng Xu, Licheng Zhang, Zhendong Mao |
| 2024 | ACL | RESEMO: A Benchmark Chinese Dataset for Studying Responsive Emotion from Social Media Content. | Bo Hu, Meng Zhang, Chenfei Xie, Yuanhe Tian, Yan Song, Zhendong Mao |
| 2024 | ACL | Feature-Adaptive and Data-Scalable In-Context Learning. | Jiahao Li, Quan Wang, Licheng Zhang, Guoqing Jin, Zhendong Mao |
| 2024 | ACL | Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering. | Yixing Peng, Quan Wang, Licheng Zhang, Yi Liu, Zhendong Mao |
| 2024 | ACL | 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 |
| 2024 | ACL | 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 |
| 2024 | ACL | LIRE: listwise reward enhancement for preference alignment. | Mingye Zhu, Yi Liu, Lei Zhang, Junbo Guo, Zhendong Mao |
| 2024 | COLING | Visual-Linguistic Dependency Encoding for Image-Text Retrieval. | Wenxin Guo, Lei Zhang, Kun Zhang, Yi Liu, Zhendong Mao |
| 2024 | COLING | IDEATE: Detecting AI-Generated Text Using Internal and External Factual Structures. | Quan Wang, Licheng Zhang, Zikang Guo, Zhendong Mao |
| 2024 | CVPR | Linguistic-Aware Patch Slimming Framework for Fine-Grained Cross-Modal Alignment. | Zheren Fu, Lei Zhang, Hou Xia, Zhendong Mao |
| 2024 | CVPR | RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization. | Mengqi Huang, Zhendong Mao, Mingcong Liu, Qian He, Yongdong Zhang |
| 2024 | EMNLP | KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction. | Jianshang Kou, Benfeng Xu, Chiwei Zhu, Zhendong Mao |
| 2024 | EMNLP | FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization. | Mingye Zhu, Yi Liu, Quan Wang, Junbo Guo, Zhendong Mao |
| 2024 | ICASSP | Improving Radiology Report Generation with D | Yuda Jin, Weidong Chen, Yuanhe Tian, Yan Song, Chenggang Yan, Zhendong Mao |
| 2023 | ACL | Text Style Transfer with Contrastive Transfer Pattern Mining. | Jingxuan Han, Quan Wang, Licheng Zhang, Weidong Chen, Yan Song, Zhendong Mao |
| 2023 | ACL | S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction. | Benfeng Xu, Quan Wang, Yajuan Lyu, Dai Dai, Yongdong Zhang, Zhendong Mao |
| 2023 | CVPR | Learning Semantic Relationship among Instances for Image-Text Matching. | Zheren Fu, Zhendong Mao, Yan Song, Yongdong Zhang |
| 2023 | CVPR | Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization. | Mengqi Huang, Zhendong Mao, Zhuowei Chen, Yongdong Zhang |
| 2023 | CVPR | Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation. | Mengqi Huang, Zhendong Mao, Quan Wang, Yongdong Zhang |
| 2023 | CVPR | Crossing the Gap: Domain Generalization for Image Captioning. | Yuchen Ren, Zhendong Mao, Shancheng Fang, Yan Lu, Tong He, Hao Du, Yongdong Zhang, Wanli Ouyang |
| 2023 | EMNLP | E-CORE: Emotion Correlation Enhanced Empathetic Dialogue Generation. | Fengyi Fu, Lei Zhang, Quan Wang, Zhendong Mao |
| 2023 | EMNLP | IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language Understanding. | Peijian Gu, Yaozong Shen, Lijie Wang, Quan Wang, Hua Wu, Zhendong Mao |
| 2023 | EMNLP | Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation. | Jiaang Li, Quan Wang, Yi Liu, Licheng Zhang, Zhendong Mao |
| 2023 | EMNLP | Grammatical Error Correction via Mixed-Grained Weighted Training. | Jiahao Li, Quan Wang, Chiwei Zhu, Zhendong Mao, Yongdong Zhang |
| 2023 | EMNLP | Improving Image Captioning via Predicting Structured Concepts. | Ting Wang, Weidong Chen, Yuanhe Tian, Yan Song, Zhendong Mao |
| 2023 | EMNLP | Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time Controllable Text Generation. | Tianqi Zhong, Quan Wang, Jingxuan Han, Yongdong Zhang, Zhendong Mao |
| 2023 | EMNLP | On the Calibration of Large Language Models and Alignment. | Chiwei Zhu, Benfeng Xu, Quan Wang, Yongdong Zhang, Zhendong Mao |
| 2023 | ICANN | Contour-Augmented Concept Prediction Network for Image Captioning. | Ting Wang, Weidong Chen, Jingyu Li, Yixing Peng, Zhendong Mao |
| 2023 | ICASSP | Inductive Relation Prediction from Relational Paths and Context with Hierarchical Transformers. | Jiaang Li, Quan Wang, Zhendong Mao |
| 2023 | ICASSP | SADE: A Self-Adaptive Expert for Multi-Dataset Question Answering. | Yixing Peng, Quan Wang, Zhendong Mao, Yong-Dong Zhang |
| 2023 | ICLR | $k$NN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference. | Benfeng Xu, Quan Wang, Zhendong Mao, Yajuan Lyu, Qiaoqiao She, Yongdong Zhang |
| 2022 | AAAI | Show Your Faith: Cross-Modal Confidence-Aware Network for Image-Text Matching. | Huatian Zhang, Zhendong Mao, Kun Zhang, Yongdong Zhang |
| 2022 | CVPR | Negative-Aware Attention Framework for Image-Text Matching. | Kun Zhang, Zhendong Mao, Quan Wang, Yongdong Zhang |
| 2022 | EMNLP | 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 |
| 2022 | EMNLP | UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction. | Wei Tang, Benfeng Xu, Yuyue Zhao, Zhendong Mao, Yifeng Liu, Yong Liao, Haiyong Xie |
| 2022 | IJCAI | ER-SAN: Enhanced-Adaptive Relation Self-Attention Network for Image Captioning. | Jingyu Li, Zhendong Mao, Shancheng Fang, Hao Li |
| 2022 | NAACL | EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction. | Benfeng Xu, Quan Wang, Yajuan Lyu, Yabing Shi, Yong Zhu, Jie Gao, Zhendong Mao |
| 2021 | AAAI | Deep Metric Learning with Self-Supervised Ranking. | Zheren Fu, Yan Li, Zhendong Mao, Quan Wang, Yongdong Zhang |
| 2021 | AAAI | Image Captioning with Context-Aware Auxiliary Guidance. | Zeliang Song, Xiaofei Zhou, Zhendong Mao, Jianlong Tan |
| 2021 | AAAI | Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction. | Benfeng Xu, Quan Wang, Yajuan Lyu, Yong Zhu, Zhendong Mao |
| 2021 | CVPR | Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition. | Shancheng Fang, Hongtao Xie, Yuxin Wang, Zhendong Mao, Yongdong Zhang |
| 2021 | CVPR | Lesion-Aware Transformers for Diabetic Retinopathy Grading. | Rui Sun, Yihao Li, Tianzhu Zhang, Zhendong Mao, Feng Wu, Yongdong Zhang |
| 2020 | ACL | Curriculum Learning for Natural Language Understanding. | Benfeng Xu, Licheng Zhang, Zhendong Mao, Quan Wang, Hongtao Xie, Yongdong Zhang |
| 2020 | CVPR | Graph Structured Network for Image-Text Matching. | Chunxiao Liu, Zhendong Mao, Tianzhu Zhang, Hongtao Xie, Bin Wang, Yongdong Zhang |
| 2020 | IJCAI | Overcoming Language Priors with Self-supervised Learning for Visual Question Answering. | Xi Zhu, Zhendong Mao, Chunxiao Liu, Peng Zhang, Bin Wang, Yongdong Zhang |
| 2020 | MICCAI | Learning Rich Attention for Pediatric Bone Age Assessment. | Chuanbin Liu, Hongtao Xie, Yunyan Yan, Zhendong Mao, Yongdong Zhang |
| 2020 | MMM | Compact Position-Aware Attention Network for Image Semantic Segmentation. | Yajun Xu, Zhendong Mao, Peng Zhang, Bin Wang |
| 2019 | ICASSP | A Neighbor-aware Approach for Image-text Matching. | Chunxiao Liu, Zhendong Mao, Wenyu Zang, Bin Wang |
| 2018 | VCIP | Stacked Fully Convolutional Networks for Pulmonary Vessel Segmentation. | Yuxin Wang, Jianjun Chen, Chunxiao Liu, Zhendong Mao |
| 2017 | ICASSP | Double-bit quantization and weighting for nearest neighbor search. | Han Deng, Hongtao Xie, Wei Ma, Zhendong Mao, Chuan Zhou |
| 2017 | MMM | Uyghur Language Text Detection in Complex Background Images Using Enhanced MSERs. | Shun Liu, Hongtao Xie, Chuan Zhou, Zhendong Mao |
| 2015 | VTC | Low-Complexity Segment Training Channel Estimation in Cloud Radio Access Networks. | Zhendong Mao, Mugen Peng, Honggang Wang, Jinhe Zhou, Xinqian Xie |
| 2009 | CIDM | An adaptive ensemble classifier for concept drifting stream. | Dengyuan Wu, Ying Liu, Ge Gao, Zhendong Mao, Weishan Ma, Tao He |