| 2026 | AAAI | Anti-adversarial Learning: Desensitizing Prompts for Large Language Model. | Xuan Li, Zhe Yin, Xiaodong Gu, Beijun Shen |
| 2026 | ACL | ShredBench: Evaluating the Semantic Reasoning Capabilities of Multimodal LLMs in Document Reconstruction. | Zichun Guo, Yuling Shi, Wenhao Zeng, Chao Hu, Haotian Lin, Terry Yue Zhuo, Jiawei Chen, Xiaodong Gu, Wenping Ma |
| 2026 | ACL | SWE-QA: Can Language Models Answer Repository-level Code Questions? | Weihan Peng, Yuling Shi, Yuhang Wang, Xinyun Zhang, Beijun Shen, Xiaodong Gu |
| 2026 | ACL | GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts. | Wenhao Zeng, Xuteng Zhang, Yuling Shi, Chao Hu, Yuting Chen, Beijun Shen, Xiaodong Gu |
| 2026 | ACL | EvoHyper: Evolving Hypergraph Topologies for Unified Collaboration in Multi-Agent Communication. | Heng Zhang, Yihao Zhong, Lubin Gan, Zhihe Chen, Jiajun Wu, Yuling Shi, Xiaodong Gu, Hao Zhang, Haochen You, Jin Huang |
| 2026 | WWW | Reasoning in Trees: Improving Retrieval-Augmented Generation for Multi-Hop Question Answering. | Yuling Shi, Maolin Sun, Zijun Liu, Mo Yang, Yixiong Fang, Tianran Sun, Xiaodong Gu |
| 2025 | COMPSAC | ApiRAT: Integrating Multi-source API Knowledge for Enhanced Code Translation with LLMs. | Chaofan Wang, Guanjie Qiu, Xiaodong Gu, Beijun Shen |
| 2025 | COMPSAC | Empowering AI to Generate Better AI Code: Guided Generation of Deep Learning Projects with LLMs. | Chen Xie, Mingsheng Jiao, Xiaodong Gu, Beijun Shen |
| 2025 | CVPR | MMRL: Multi-Modal Representation Learning for Vision-Language Models. | Yuncheng Guo, Xiaodong Gu |
| 2025 | CVPR | Motions as Queries: One-Stage Multi-Person Holistic Human Motion Capture. | Kenkun Liu, Yurong Fu, Weihao Yuan, Jing Lin, Peihao Li, Xiaodong Gu, Lingteng Qiu, Haoqian Wang, Zilong Dong, Xiaoguang Han |
| 2025 | CVPR | AniGS: Animatable Gaussian Avatar from a Single Image with Inconsistent Gaussian Reconstruction. | Lingteng Qiu, Shenhao Zhu, Qi Zuo, Xiaodong Gu, Yuan Dong, Junfei Zhang, Chao Xu, Zhe Li, Weihao Yuan, Liefeng Bo, Guanying Chen, Zilong Dong |
| 2025 | EMNLP | LastingBench: Defend Benchmarks Against Knowledge Leakage. | Yixiong Fang, Tianran Sun, Yuling Shi, Min Wang, Xiaodong Gu |
| 2025 | EMNLP | Transplant Then Regenerate: A New Paradigm for Text Data Augmentation. | Guangzhan Wang, Hongyu Zhang, Beijun Shen, Xiaodong Gu |
| 2025 | ICCV | LHM: Large Animatable Human Reconstruction Model for Single Image to 3D in Seconds. | Lingteng Qiu, Xiaodong Gu, Peihao Li, Qi Zuo, Weichao Shen, Junfei Zhang, Kejie Qiu, Weihao Yuan, Guanying Chen, Zilong Dong, Liefeng Bo |
| 2025 | ICLR | LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning. | Zhe Li, Weihao Yuan, Yisheng He, Lingteng Qiu, Shenhao Zhu, Xiaodong Gu, Weichao Shen, Yuan Dong, Zilong Dong, Laurence Tianruo Yang |
| 2025 | IJCNN | Hybrid Visual Adapter and Drop-View Training for Change Captioning. | Ziyang Yu, Xiaodong Gu |
| 2025 | ICSE | Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers. | Yuling Shi, Hongyu Zhang, Chengcheng Wan, Xiaodong Gu |
| 2025 | SIGGRAPH | LAM: Large Avatar Model for One-shot Animatable Gaussian Head. | Yisheng He, Xiaodong Gu, Xiaodan Ye, Chao Xu, Zhengyi Zhao, Yuan Dong, Weihao Yuan, Zilong Dong, Liefeng Bo |
| 2024 | APSEC | Unraveling the Potential of Large Language Models in Code Translation: How Far are We? | Qingxiao Tao, Tingrui Yu, Xiaodong Gu, Beijun Shen |
| 2024 | CVPR | GPLD3D: Latent Diffusion of 3D Shape Generative Models by Enforcing Geometric and Physical Priors. | Yuan Dong, Qi Zuo, Xiaodong Gu, Weihao Yuan, Zhengyi Zhao, Zilong Dong, Liefeng Bo, Qixing Huang |
| 2024 | CVPR | JoAPR: Cleaning the Lens of Prompt Learning for Vision-Language Models. | Yuncheng Guo, Xiaodong Gu |
| 2024 | CVPR | RichDreamer: A Generalizable Normal-Depth Diffusion Model for Detail Richness in Text-to-3D. | Lingteng Qiu, Guanying Chen, Xiaodong Gu, Qi Zuo, Mutian Xu, Yushuang Wu, Weihao Yuan, Zilong Dong, Liefeng Bo, Xiaoguang Han |
| 2024 | ECCV | Surface-Centric Modeling for High-Fidelity Generalizable Neural Surface Reconstruction. | Rui Peng, Shihe Shen, Kaiqiang Xiong, Huachen Gao, Jianbo Jiao, Xiaodong Gu, Ronggang Wang |
| 2024 | ECCV | An Optimization Framework to Enforce Multi-view Consistency for Texturing 3D Meshes. | Zhengyi Zhao, Chen Song, Xiaodong Gu, Yuan Dong, Qi Zuo, Weihao Yuan, Liefeng Bo, Zilong Dong, Qixing Huang |
| 2024 | ECCV | High-Fidelity 3D Textured Shapes Generation by Sparse Encoding and Adversarial Decoding. | Qi Zuo, Xiaodong Gu, Yuan Dong, Zhengyi Zhao, Weihao Yuan, Lingteng Qiu, Liefeng Bo, Zilong Dong |
| 2024 | ICANN | Integrating Audio-Visual Contexts with Refinement for Segmentation. | Qingwei Geng, Xiaodong Gu |
| 2024 | ICANN | Boundary-Aware Noise-Resistant Video Moment Retrieval. | Fengzhen Yu, Xiaodong Gu |
| 2023 | ICANN | Generating Distinctive Facial Images from Natural Language Descriptions via Spatial Map Fusion. | Qi Guo, Xiaodong Gu |
| 2023 | ICANN | A Cross-Modal View to Utilize Label Semantics for Enhancing Student Network in Multi-label Classification. | Yuzhuo Qin, Hengwei Liu, Xiaodong Gu |
| 2023 | ICANN | A Unified Video Semantics Extraction and Noise Object Suppression Network for Video Saliency Detection. | Zhenshan Tan, Xiaodong Gu |
| 2023 | ICDE | Influential Recommender System. | Haoren Zhu, Hao Ge, Xiaodong Gu, Pengfei Zhao, Dik Lun Lee |
| 2023 | ICLR | Dense RGB Slam with Neural Implicit Maps. | Heng Li, Xiaodong Gu, Weihao Yuan, Luwei Yang, Zilong Dong, Ping Tan |
| 2023 | ICLR | Monocular Scene Reconstruction with 3D SDF Transformers. | Weihao Yuan, Xiaodong Gu, Heng Li, Zilong Dong, Siyu Zhu |
| 2023 | ICONIP | Temporal Modeling Approach for Video Action Recognition Based on Vision-language Models. | Yue Huang, Xiaodong Gu |
| 2023 | IJCNN | Multi Feature Representation and Aggregation Network for Accurate and Robust Visual Tracking. | Yijin Yang, Xiaodong Gu |
| 2022 | ACCV | A StyleCLIP-Based Facial Emotion Manipulation Method for Discrepant Emotion Transitions. | Qi Guo, Xiaodong Gu |
| 2022 | APSEC | Code Question Answering via Task-Adaptive Sequence-to-Sequence Pre-training. | Tingrui Yu, Xiaodong Gu, Beijun Shen |
| 2022 | COLING | Continuous Decomposition of Granularity for Neural Paraphrase Generation. | Xiaodong Gu, Zhaowei Zhang, Sang-Woo Lee, Kang Min Yoo, Jung-Woo Ha |
| 2022 | COLING | Building Joint Relationship Attention Network for Image-Text Generation. | Changzhi Wang, Xiaodong Gu |
| 2022 | CVPR | RCP: Recurrent Closest Point for Point Cloud. | Xiaodong Gu, Chengzhou Tang, Weihao Yuan, Zuozhuo Dai, Siyu Zhu, Ping Tan |
| 2022 | CVPR | UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog. | Cheng Chen, Zhenshan Tan, Qingrong Cheng, Xin Jiang, Qun Liu, Yudong Zhu, Xiaodong Gu |
| 2022 | CVPR | Neural Window Fully-connected CRFs for Monocular Depth Estimation. | Weihao Yuan, Xiaodong Gu, Zuozhuo Dai, Siyu Zhu, Ping Tan |
| 2022 | ICANN | A Unified Multiple Inducible Co-attentions and Edge Guidance Network for Co-saliency Detection. | Zhenshan Tan, Xiaodong Gu |
| 2022 | ICANN | Feature Recalibration Network for Salient Object Detection. | Zhenshan Tan, Xiaodong Gu |
| 2022 | ICONIP | Image Captioning with Local-Global Visual Interaction Network. | Changzhi Wang, Xiaodong Gu |
| 2022 | ICSE | Cross-Domain Deep Code Search with Meta Learning. | Yitian Chai, Hongyu Zhang, Beijun Shen, Xiaodong Gu |
| 2021 | AAAI | DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances. | Xiaodong Gu, Kang Min Yoo, Jung-Woo Ha |
| 2021 | ECOOP | Do Bugs Propagate? An Empirical Analysis of Temporal Correlations Among Software Bugs. | Xiaodong Gu, Yo-Sub Han, Sunghun Kim, Hongyu Zhang |
| 2021 | ICANN | Towards Image Retrieval with Noisy Labels via Non-deterministic Features. | Hengwei Liu, Jinyu Ma, Xiaodong Gu |
| 2021 | ICANN | Enhancing Separate Encoding with Multi-layer Feature Alignment for Image-Text Matching. | Keyu Wen, Linyang Li, Xiaodong Gu |
| 2021 | ICANN | Subspace Constraint for Single Image Super-Resolution. | Yanlin Zhang, Ding Qin, Xiaodong Gu |
| 2021 | ICONIP | UED: A Unified Encoder Decoder Network for Visual Dialog. | Cheng Chen, Xiaodong Gu |
| 2021 | IJCNN | An Image Captioning Approach Using Dynamical Attention. | Changzhi Wang, Xiaodong Gu |
| 2020 | CVPR | Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching. | Xiaodong Gu, Zhiwen Fan, Siyu Zhu, Zuozhuo Dai, Feitong Tan, Ping Tan |
| 2020 | ICANN | Salient Object Detection with Edge Recalibration. | Zhenshan Tan, Yikai Hua, Xiaodong Gu |
| 2020 | ICANN | Enriched Feature Representation and Combination for Deep Saliency Detection. | Lecheng Zhou, Xiaodong Gu |
| 2020 | ICONIP | End-to-end Saliency-Guided Deep Image Retrieval. | Jinyu Ma, Xiaodong Gu |
| 2020 | IJCNN | Single Image Super-Resolution with Hierarchical Receptive Field. | Ding Qin, Xiaodong Gu |
| 2020 | IJCNN | SBN: Scale Balance Network for Accurate Salient Object Detection. | Zhenshan Tan, Xiaodong Gu |
| 2020 | IJCNN | Dual Semantic Relationship Attention Network for Image-Text Matching. | Keyu Wen, Xiaodong Gu |
| 2020 | ISNN | Semantic Modulation Based Residual Network for Temporal Language Queries Grounding in Video. | Cheng Chen, Xiaodong Gu |
| 2019 | ICANN | Hybrid Attention Driven Text-to-Image Synthesis via Generative Adversarial Networks. | Qingrong Cheng, Xiaodong Gu |
| 2019 | ICANN | FCN Salient Object Detection Using Region Cropping. | Yikai Hua, Xiaodong Gu |
| 2019 | ICCV | Batch DropBlock Network for Person Re-Identification and Beyond. | Zuozhuo Dai, Mingqiang Chen, Xiaodong Gu, Siyu Zhu, Ping Tan |
| 2019 | ICCV | Attribute-Driven Spontaneous Motion in Unpaired Image Translation. | Ruizheng Wu, Xin Tao, Xiaodong Gu, Xiaoyong Shen, Jiaya Jia |
| 2019 | ICLR | DialogWAE: Multimodal Response Generation with Conditional Wasserstein Auto-Encoder. | Xiaodong Gu, Kyunghyun Cho, Jung-Woo Ha, Sunghun Kim |
| 2019 | ICONIP | Adversarial Learning for Cross-Modal Retrieval with Wasserstein Distance. | Qingrong Cheng, Youcai Zhang, Xiaodong Gu |
| 2019 | ICONIP | Group Loss: An Efficient Strategy for Salient Object Detection. | Yikai Hua, Xiaodong Gu |
| 2019 | ICONIP | Deep Residual-Dense Attention Network for Image Super-Resolution. | Ding Qin, Xiaodong Gu |
| 2019 | ISNN | Graph Convolution and Self Attention Based Non-maximum Suppression. | Zhe Qiu, Xiaodong Gu |
| 2018 | ICANN | Two-Stream Convolutional Neural Network for Multimodal Matching. | Youcai Zhang, Yiwei Gu, Xiaodong Gu |
| 2018 | ICONIP | Data-Driven and Collision-Free Hybrid Crowd Simulation Model for Real Scenario. | Qingrong Cheng, Zhiping Duan, Xiaodong Gu |
| 2018 | ICONIP | Deep Neural Network Based Salient Object Detection with Image Enhancement. | Lecheng Zhou, Xiaodong Gu |
| 2018 | IJCNN | Multi ROI and Multi Map Networks for Accurate and Efficient Pedestrian Detection. | Zhe Qiu, Xiaodong Gu |
| 2018 | IJCNN | Cross-modal Metric Learning with Graph Embedding. | Youcai Zhang, Xiaodong Gu |
| 2018 | ICSE | Deep code search. | Xiaodong Gu, Hongyu Zhang, Sunghun Kim |
| 2017 | ICANN | Word Embedding Dropout and Variable-Length Convolution Window in Convolutional Neural Network for Sentiment Classification. | Shangdi Sun, Xiaodong Gu |
| 2017 | ICNC | Visual saliency using unit-linking PCNN image segmentation. | Yikai Hua, Xiaodong Gu |
| 2017 | ICNC | A new supervised image classification using data set partition. | Mengmeng Liao, Xiaodong Gu |
| 2017 | ICNC | Support vector machine equipped with deep convolutional features for product reviews classification. | Shangdi Sun, Xiaodong Gu |
| 2017 | ICNC | Moving object attention selection using optical flow and pulse coupled neural network. | Jiancheng Wang, Xiaodong Gu |
| 2017 | ICONIP | An Approach to Pulse Coupled Neural Network Based Vein Recognition. | Ting Yu, Xiaodong Gu |
| 2017 | ICONIP | Graph Embedding Learning for Cross-Modal Information Retrieval. | Youcai Zhang, Xiaodong Gu |
| 2017 | ICONIP | FCN and Unit-Linking PCNN Based Image Saliency Detection. | Lecheng Zhou, Xiaodong Gu |
| 2017 | IJCAI | DeepAM: Migrate APIs with Multi-modal Sequence to Sequence Learning. | Xiaodong Gu, Hongyu Zhang, Dongmei Zhang, Sunghun Kim |
| 2017 | ICVS | A Surface Defect Detection Based on Convolutional Neural Network. | Xiaojun Wu, Kai Cao, Xiaodong Gu |
| 2017 | ICVS | Fully Convolutional Networks for Surface Defect Inspection in Industrial Environment. | Zhiyang Yu, Xiaojun Wu, Xiaodong Gu |
| 2016 | IJCNN | Aspect-based Opinion Summarization with Convolutional Neural Networks. | Haibing Wu, Yiwei Gu, Shangdi Sun, Xiaodong Gu |
| 2016 | ISNN | Tracking Based on Unit-Linking Pulse Coupled Neural Network Image Icon and Particle Filter. | Hang Liu, Xiaodong Gu |
| 2015 | ICONIP | Moving Target Tracking Based on Pulse Coupled Neural Network and Optical Flow. | Qiling Ni, Jianchen Wang, Xiaodong Gu |
| 2015 | ICONIP | Max-Pooling Dropout for Regularization of Convolutional Neural Networks. | Haibing Wu, Xiaodong Gu |
| 2015 | ICONIP | A Graph Community and Bag of Categorized Visual Words Based Image Retrieval. | Wang Zhang, Haoyuan Lu, Shangdi Sun, Xiaodong Gu |
| 2014 | COLING | Reducing Over-Weighting in Supervised Term Weighting for Sentiment Analysis. | Haibing Wu, Xiaodong Gu |
| 2014 | ICONIP | Image Retrieval Using a Novel Color Similarity Measurement and Neural Networks. | Cheng Yang, Xiaodong Gu |
| 2014 | IJCNN | Animal group behavioral model with Evasion Mechanism. | Zhiping Duan, Xiaodong Gu |
| 2014 | IJCNN | Video attention saliency mapping using pulse coupled neural network and optical flow. | Qiling Ni, Xiaodong Gu |
| 2013 | ICONIP | Desert Vehicle Detection Based on Adaptive Visual Attention and Neural Network. | Jinjian Zhang, Xiaodong Gu |
| 2012 | ICASSP | Color-frequency-orientation histogram based image retrieval. | Zhuo Zhang, Xiaodong Gu, Sun-Yuan Kung |
| 2012 | ICNC | Combining PCNN with color distribution entropy and vector gradient in feature extraction. | Cheng Yang, Xiaodong Gu |
| 2012 | ICONIP | Vehicle License Plate Localization and License Number Recognition Using Unit-Linking Pulse Coupled Neural Network. | Ya Zhao, Xiaodong Gu |
| 2011 | IJCNN | Attention selection model using Weight Adjusted Topological properties and quantification evaluating criterion. | Yu Fang, Xiaodong Gu, Yuanyuan Wang |
| 2010 | ICASSP | Refinement of extracted visual attention areas in video sequences. | Xiaodong Gu, Zhibo Chen, Quqing Chen |
| 2010 | ICNC | Pulse Coupled Neural Network based topological properties applied in attention saliency detection. | Yu Fang, Xiaodong Gu, Yuanyuan Wang |
| 2008 | ICONIP | A Neural Oscillation Model for Contour Separation in Color Images. | Yu Ma, Xiaodong Gu, Yuanyuan Wang |
| 2008 | ICONIP | Happy-Sad Expression Recognition Using Emotion Geometry Feature and Support Vector Machine. | Linlu Wang, Xiaodong Gu, Yuanyuan Wang, Liming Zhang |
| 2008 | IJCNN | Image quality assessment using edge and contrast similarity. | Wei Fu, Xiaodong Gu, Yuanyuan Wang |
| 2007 | ICNC | Contour Detection Based on Self-Organizing Feature Clustering. | Yu Ma, Xiaodong Gu, Yuanyuan Wang |
| 2007 | ICNC | Fault Diagnosis for Power Electronic System with Fault Gradation Using Assembly Neural Network Group. | Chengcai Ma, Xiaodong Gu, Yuanyuan Wang |
| 2007 | ICONIP | Classification Using Multi-valued Pulse Coupled Neural Network. | Xiaodong Gu |
| 2007 | IJCNN | Anti-aircraft Missile Deployment Optimization Using Hopfield Neural Network. | Wei Fu, Xiaodong Gu, Yuanyuan Wang |
| 2007 | ISCAS | A Human Vision System based Flash Picture Coding Method for Video Coding. | Quqing Chen, Zhengang Nie, Zhibo Chen, Xiaodong Gu, Guoping Qiu, Charles Wang |
| 2007 | ISCAS | Improving Video Coding at Scene Cuts using Attention based Adaptive Bit Allocation. | Zhibo Chen, Guoping Qiu, Yang Lu, Lihua Zhu, Quqing Chen, Xiaodong Gu, Charles Wang |
| 2006 | IJCNN | A New Approach to Image Authentication using Local Image Icon of Unit-linking PCNN. | Xiaodong Gu |
| 2006 | ISCAS | Fast global motion estimation based on iteration least-square estimation with sustained symmetrical structure. | Zhibo Chen, Zhengang Nie, Xiaodong Gu, Lihua Zhu, Charles Wang |
| 2006 | ISNN | Object Detection Using Unit-Linking PCNN Image Icons. | Xiaodong Gu, Yuanyuan Wang, Liming Zhang |
| 2006 | ISNN | A New Color Blindness Cure Model Based on BP Neural Network. | Yu Ma, Xiaodong Gu, Yuanyuan Wang |
| 2005 | IJCNN | General design approach to unit-linking PCNN for image processing. | Xiaodong Gu, Liming Zhang, Daoheng Yu |
| 2005 | ISNN | Global Icons and Local Icons of Images Based Unit-Linking PCNN and Their Application to Robot Navigation. | Xiaodong Gu, Liming Zhang |
| 2004 | ICIP | A region based multiple frame-rate tradeoff of video streaming. | Wei Lai, Xiaodong Gu, Ren-Hua Wang, Li-Rong Dai, HongJiang Zhang |
| 2004 | ISCAS | An improvement to fine granularity scalability based on H.26L. | Bin Wang, Xiaodong Gu, HongJiang Zhang |
| 2004 | ISNN | Simplified PCNN and Its Periodic Solutions. | Xiaodong Gu, Liming Zhang, Daoheng Yu |
| 2004 | ISNN | Delay PCNN and Its Application for Optimization. | Xiaodong Gu, Liming Zhang, Daoheng Yu |
| 1991 | ICASSP | A modified Ziv-Zakai lower bound and its application in array processing. | Xiaodong Gu, Max Wong |