| 2026 | AAAI | Robust Semi-paired Multimodal Learning for Cross-modal Retrieval. | Yang Qin, Yuan Sun, Xi Peng, Dezhong Peng, Joey Tianyi Zhou, Xiaomin Song, Peng Hu |
| 2026 | ACL | Understanding New-Knowledge-Induced Factual Hallucinations in LLMs: Analysis and Interpretation. | Renfei Dang, Peng Hu, Zhejian Lai, Changjiang Gao, Min Zhang, Shujian Huang |
| 2025 | AAAI | Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval. | Yuan Li, Liangli Zhen, Yuan Sun, Dezhong Peng, Xi Peng, Peng Hu |
| 2025 | CVPR | Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval. | Siyuan Duan, Yuan Sun, Dezhong Peng, Zheng Liu, Xiaomin Song, Peng Hu |
| 2025 | CVPR | Learning with Noisy Triplet Correspondence for Composed Image Retrieval. | Shuxian Li, Changhao He, Xiting Liu, Joey Tianyi Zhou, Xi Peng, Peng Hu |
| 2025 | CVPR | MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration. | Boyun Li, Haiyu Zhao, Wenxin Wang, Peng Hu, Yuanbiao Gou, Xi Peng |
| 2025 | CVPR | Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification. | Yang Qin, Chao Chen, Zhihang Fu, Dezhong Peng, Xi Peng, Peng Hu |
| 2025 | CVPR | ROLL: Robust Noisy Pseudo-label Learning for Multi-View Clustering with Noisy Correspondence. | Yuan Sun, Yongxiang Li, Zhenwen Ren, Guiduo Duan, Dezhong Peng, Peng Hu |
| 2025 | GLOBECOM | A Hierarchical Clustered Relative Localization Algorithm in GNSS-denied UAV Swarm Environments. | Ying Luo, Peng Hu, Jie Tian, Siying Hang, Hong Jiang |
| 2025 | ICASSP | Uniform Distribution Based Learnable Quantization via Self-Knowledge Distillation. | Peng Hu, Biao Leng |
| 2025 | ICASSP | Known-Plaintext Attacks to Thumbnail-Preservation Encryption Using Pix2pix Generative Adversarial Network. | Zhiyang Li, Dong Xie, Sanqiang Liu, Fulong Chen, Peng Hu, Taochun Wang |
| 2025 | ICLR | Test-time Adaptation for Cross-modal Retrieval with Query Shift. | Haobin Li, Peng Hu, Qianjun Zhang, Xi Peng, XitingLiu, Mouxing Yang |
| 2025 | ICLR | ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL. | Yang Qin, Chao Chen, Zhihang Fu, Ze Chen, Dezhong Peng, Peng Hu, Jieping Ye |
| 2025 | ICML | Visual Abstraction: A Plug-and-Play Approach for Text-Visual Retrieval. | Guofeng Ding, Yiding Lu, Peng Hu, Mouxing Yang, Yijie Lin, Xi Peng |
| 2025 | ICML | Deep Fuzzy Multi-view Learning for Reliable Classification. | Siyuan Duan, Yuan Sun, Dezhong Peng, Guiduo Duan, Xi Peng, Peng Hu |
| 2025 | ICML | CoPINN: Cognitive Physics-Informed Neural Networks. | Siyuan Duan, Wenyuan Wu, Peng Hu, Zhenwen Ren, Dezhong Peng, Yuan Sun |
| 2025 | ICML | LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification. | Yiding Lu, Mouxing Yang, Dezhong Peng, Peng Hu, Yijie Lin, Xi Peng |
| 2025 | ICML | Deep Unsupervised Hashing via External Guidance. | Qihong Song, XitingLiu, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng, Peng Hu |
| 2025 | ICPADS | FedD2: Data Poisoning Robust Defense Strategy in Federated Learning. | Jian Wu, Ying Liu, Tianjiao Ni, Xiaoyao Zheng, Yonglong Luo, Peng Hu |
| 2025 | IJCAI | Disentangling Multi-view Representations via Curriculum Learning with Learnable Prior. | Kai Guo, Jiedong Wang, Xi Peng, Peng Hu, Hao Wang |
| 2025 | IJCAI | Probabilistic Multimodal Learning with von Mises-Fisher Distributions. | Peng Hu, Yang Qin, Yuanbiao Gou, Yunfan Li, Mouxing Yang, Xi Peng |
| 2025 | IJCAI | Learning Robust Multi-view Representation Using Dual-masked VAEs. | Jiedong Wang, Kai Guo, Peng Hu, Xi Peng, Hao Wang |
| 2025 | MICCAI | Branch Learning in MRI: More Data, More Models, More Training. | Yuyang Li, Yipin Deng, Zijian Zhou, Peng Hu |
| 2025 | NAACL | Large Language Models Are Cross-Lingual Knowledge-Free Reasoners. | Peng Hu, Sizhe Liu, Changjiang Gao, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang |
| 2024 | AAAI | Dual Self-Paced Cross-Modal Hashing. | Yuan Sun, Jian Dai, Zhenwen Ren, Yingke Chen, Dezhong Peng, Peng Hu |
| 2024 | AAAI | PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation. | Siyuan Hu, Zheng Wang, Peng Hu, Xi Peng, Jie Wu, Hongyuan Zhu, Yew Soon Ong |
| 2024 | AAAI | Decoupled Contrastive Multi-View Clustering with High-Order Random Walks. | Yiding Lu, Yijie Lin, Mouxing Yang, Dezhong Peng, Peng Hu, Xi Peng |
| 2024 | CNSM | Signalling Load-aware Conditional Handover in 5G Non-Terrestrial Networks. | Bohan Zhang, Mohammad A. Salahuddin, Peng Hu, Yunli Wang, Noura Limam, Bo Sun, Diogo Barradas, Raouf Boutaba |
| 2024 | CVPR | Noisy-Correspondence Learning for Text-to-Image Person Re-Identification. | Yang Qin, Yingke Chen, Dezhong Peng, Xi Peng, Joey Tianyi Zhou, Peng Hu |
| 2024 | EMNLP | Large Language Models are Limited in Out-of-Context Knowledge Reasoning. | Peng Hu, Changjiang Gao, Ruiqi Gao, Jiajun Chen, Shujian Huang |
| 2024 | ICLR | Test-time Adaptation against Multi-modal Reliability Bias. | Mouxing Yang, Yunfan Li, Changqing Zhang, Peng Hu, Xi Peng |
| 2024 | ICML | Image Clustering with External Guidance. | Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Jianping Fan, Xi Peng |
| 2024 | NAACL | Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly. | Changjiang Gao, Hongda Hu, Peng Hu, Jiajun Chen, Jixing Li, Shujian Huang |
| 2023 | AAAI | Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval. | Xu Wang, Dezhong Peng, Ming Yan, Peng Hu |
| 2023 | CVPR | RONO: Robust Discriminative Learning with Noisy Labels for 2D-3D Cross-Modal Retrieval. | Yanglin Feng, Hongyuan Zhu, Dezhong Peng, Xi Peng, Peng Hu |
| 2023 | CVPR | Rethinking Image Super Resolution from Long-Tailed Distribution Learning Perspective. | Yuanbiao Gou, Peng Hu, Jiancheng Lv, Hongyuan Zhu, Xi Peng |
| 2023 | CVPR | Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric. | Pengxin Zeng, Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Xi Peng |
| 2023 | ICCV | Graph Matching with Bi-level Noisy Correspondence. | Yijie Lin, Mouxing Yang, Jun Yu, Peng Hu, Changqing Zhang, Xi Peng |
| 2023 | IJCAI | Incomplete Multi-view Clustering via Prototype-based Imputation. | Haobin Li, Yunfan Li, Mouxing Yang, Peng Hu, Dezhong Peng, Xi Peng |
| 2023 | NOMS | SatAIOps: Revamping the Full Life-Cycle Satellite Network Operations. | Peng Hu |
| 2023 | WCNC | Laser Inter-Satellite Link Setup Delay: Quantification, Impact, and Tolerable Value. | Dhiraj Bhattacharjee, Aizaz U. Chaudhry, Halim Yanikomeroglu, Peng Hu, Guillaume Lamontagne |
| 2023 | WCNC | A Cross-Layer Descent Approach for Resilient Network Operations of Proliferated LEO Satellites. | Peng Hu |
| 2022 | CVPR | All-In-One Image Restoration for Unknown Corruption. | Boyun Li, Xiao Liu, Peng Hu, Zhongqin Wu, Jiancheng Lv, Xi Peng |
| 2022 | CVPR | Multi-Camera Vehicle Tracking System for AI City Challenge 2022. | Fei Li, Zhen Wang, Ding Nie, Shiyi Zhang, Xingqun Jiang, Xingxing Zhao, Peng Hu |
| 2022 | CVPR | Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification. | Mouxing Yang, Zhenyu Huang, Peng Hu, Taihao Li, Jiancheng Lv, Xi Peng |
| 2022 | HCI | The Effect of Age on Mental Status of Air Traffic Controllers During Intensive Simulation Training. | Zhenling Chen, Jianping Zhang, Hangshi Shan, Yiyou Chen, Peng Hu, Xiaoqiang Tian |
| 2022 | Interspeech | Norm-constrained Score-level Ensemble for Spoofing Aware Speaker Verification. | Peng Zhang, Peng Hu, Xueliang Zhang |
| 2022 | Interspeech | KaraTuner: Towards End-to-End Natural Pitch Correction for Singing Voice in Karaoke. | Xiaobin Zhuang, Huiran Yu, Weifeng Zhao, Tao Jiang, Peng Hu |
| 2021 | AAAI | OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization. | Peng Hu, Xi Peng, Hongyuan Zhu, Mohamed M. Sabry Aly, Jie Lin |
| 2021 | AAAI | Contrastive Clustering. | Yunfan Li, Peng Hu, Jerry Zitao Liu, Dezhong Peng, Joey Tianyi Zhou, Xi Peng |
| 2021 | AAAI | A Primal-Dual Online Algorithm for Online Matching Problem in Dynamic Environments. | Yu-Hang Zhou, Peng Hu, Chen Liang, Huan Xu, Guangda Huzhang, Yinfu Feng, Qing Da, Xinshang Wang, Anxiang Zeng |
| 2021 | CVPR | Learning Cross-Modal Retrieval With Noisy Labels. | Peng Hu, Xi Peng, Hongyuan Zhu, Liangli Zhen, Jie Lin |
| 2021 | CVPR | Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss. | Mouxing Yang, Yunfan Li, Zhenyu Huang, Zitao Liu, Peng Hu, Xi Peng |
| 2021 | CVPR | PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS With Relationship Recovery. | Tianyi Zhang, Jie Lin, Peng Hu, Bin Zhao, Mohamed M. Sabry Aly |
| 2021 | ICASSP | Litesing: Towards Fast, Lightweight and Expressive Singing Voice Synthesis. | Xiaobin Zhuang, Tao Jiang, Szu-Yu Chou, Bin Wu, Peng Hu, Simon Lui |
| 2021 | ICLR | BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction. | Yuhang Li, Ruihao Gong, Xu Tan, Yang Yang, Peng Hu, Qi Zhang, Fengwei Yu, Wei Wang, Shi Gu |
| 2021 | Interspeech | Investigation of IMU&Elevoc Submission for the Short-Duration Speaker Verification Challenge 2021. | Peng Zhang, Peng Hu, Xueliang Zhang |
| 2021 | KSEM | LogAttn: Unsupervised Log Anomaly Detection with an AutoEncoder Based Attention Mechanism. | Linming Zhang, Wenzhong Li, Zhijie Zhang, Qingning Lu, Ce Hou, Peng Hu, Tong Gui, Sanglu Lu |
| 2021 | MICCAI | Multimodal Multitask Deep Learning for X-Ray Image Retrieval. | Yang Yu, Peng Hu, Jie Lin, Pavitra Krishnaswamy |
| 2020 | AAAI | Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition. | Peng Hu, Hongyuan Zhu, Xi Peng, Jie Lin |
| 2020 | GLOBECOM | IoT-based Contact Tracing Systems for Infectious Diseases: Architecture and Analysis. | Peng Hu |
| 2020 | ICPP | Extremely Low-bit Convolution Optimization for Quantized Neural Network on Modern Computer Architectures. | Qingchang Han, Yongmin Hu, Fengwei Yu, Hailong Yang, Bing Liu, Peng Hu, Ruihao Gong, Yanfei Wang, Rui Wang, Zhongzhi Luan, Depei Qian |
| 2020 | Interspeech | Deep Embedding Learning for Text-Dependent Speaker Verification. | Peng Zhang, Peng Hu, Xueliang Zhang |
| 2019 | CVPR | Deep Supervised Cross-Modal Retrieval. | Liangli Zhen, Peng Hu, Xu Wang, Dezhong Peng |
| 2019 | ICCV | Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks. | Ruihao Gong, Xianglong Liu, Shenghu Jiang, Tianxiang Li, Peng Hu, Jiazhen Lin, Fengwei Yu, Junjie Yan |
| 2019 | IJCAI | Hybrid Item-Item Recommendation via Semi-Parametric Embedding. | Peng Hu, Rong Du, Yao Hu, Nan Li |
| 2019 | SIGIR | Scalable Deep Multimodal Learning for Cross-Modal Retrieval. | Peng Hu, Liangli Zhen, Dezhong Peng, Pei Liu |
| 2019 | RoboCup | Champion Team Paper: Dynamic Passing-Shooting Algorithm of the RoboCup Soccer SSL 2019 Champion. | Zexi Chen, Haodong Zhang, Dashun Guo, Shenhan Jia, Xianze Fang, Zheyuan Huang, Yunkai Wang, Peng Hu, Licheng Wen, Lingyun Chen, Zhengxi Li, Rong Xiong |
| 2018 | DASFAA | ALO-DM: A Smart Approach Based on Ant Lion Optimizer with Differential Mutation Operator in Big Data Analytics. | Peng Hu, Yongli Wang, Hening Wang, Ruxin Zhao, Chi Yuan, Yi Zheng, Qianchun Lu, Yanchao Li, Isma Masood |
| 2018 | RoboCup | RoboCup SSL 2018 Champion Team Paper. | Zheyuan Huang, Lingyun Chen, Jiacheng Li, Yunkai Wang, Zexi Chen, Licheng Wen, Jianyang Gu, Peng Hu, Rong Xiong |
| 2017 | IECON | Simulation and analysis of point-to-grid connection of half-wavelength AC transmission. | Peng Hu, Chaobo Dai, Zhanfeng Deng, Guoliang Zhao, Yongjun Yu, Xin Wang, Pan Zhou, Zhiwei Zhao |
| 2016 | AAAI | Learning Expected Hitting Time Distance. | De-Chuan Zhan, Peng Hu, Zui Chu, Zhi-Hua Zhou |
| 2011 | ISNN | Exponential Stability of Stochastic Neural Networks with Mixed Time-Delays. | Xuejing Meng, Maosheng Tian, Peng Hu, Shigeng Hu |
| 2009 | IROS | Rapid and precise object detection based on color histograms and adaptive bandwidth mean shift. | Xiaopeng Chen, Qiang Huang, Peng Hu, Min Li, Ye Tian, Chen Li |
| 2008 | SMC | Condition monitoring on complex machinery for predictive maintenance and process control. | Juan Dai, C. L. Philip Chen, Xiao-Yan Xu, Peng Hu |
| 2005 | WiMob | Name resolution in on-demand MANET. | Peng Hu, Peilin Hong, Jinsheng Li |
| 1991 | COMPSAC | Decomposition and allocation of flat-structured problems. | Peng Hu, Bogong Su, Chunyi Shi |
| 1988 | DS | The Architecture of a Distributed Knowledge Base System. | Bogong Su, Chunyi Shi, Kehong Wang, Peng Hu, Hao Shi, Jian Wang |