| 2026 | AAAI | OFL-SAM2: Prompt SAM2 with Online Few-shot Learner for Efficient Medical Image Segmentation. | Meng Lan, Lefei Zhang, Xiaomeng Li |
| 2026 | AAAI | S5: Scalable Semi-Supervised Semantic Segmentation in Remote Sensing. | Liang Lv, Di Wang, Jing Zhang, Lefei Zhang |
| 2026 | AAAI | RS2-SAM2: Customized SAM2 for Referring Remote Sensing Image Segmentation. | Fu Rong, Meng Lan, Qian Zhang, Lefei Zhang |
| 2026 | AAAI | Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios. | Luohe Shi, Zuchao Li, Lefei Zhang, Baoyuan Qi, Guoming Liu, Hai Zhao |
| 2026 | AAAI | Any2RSI: Controllable Remote Sensing Text-to-Image Generation via Any Control and Enriched Description. | Xu Zhang, Jianzhong Huang, Lefei Zhang |
| 2026 | AAAI | Anchor-Guided Discriminative Subspace Alignment and Clustering for Cross-Scene Hyperspectral Imagery. | Yongshan Zhang, Zixuan Zhang, Xinxin Wang, Lefei Zhang, Zhihua Cai |
| 2026 | AAAI | ClearAIR: A Human-Visual-Perception-Inspired All-in-One Image Restoration. | Xu Zhang, Huan Zhang, Guoli Wang, Qian Zhang, Lefei Zhang |
| 2026 | ACL | Vista-LLM: Decoupled Query-Guided Visual Token Pruning for Efficient Long-Video Large Language Models. | Zhenyu Li, Zuchao Li, Ping Wang, Lefei Zhang, Haojun Ai |
| 2026 | ACL | GoT-R1: Internalizing Graph-of-Thought via Structural Reinforcement for High-Density Reasoning. | Zuchao Li, Qiwei Li, Yao Yao, Hai Zhao, Lefei Zhang, Bo Du |
| 2026 | ACL | From AR to Diffusion: Efficiently Adapting Large Language Models with Strictly Causal and Elastic Horizons. | Xiangyu Ma, Teng Xiao, Zuchao Li, Lefei Zhang |
| 2026 | ACL | RACER: Retrieval-Augmented Contextual Rapid Speculative Decoding. | Zihong Zhang, Zuchao Li, Lefei Zhang, Ping Wang, Hai Zhao |
| 2025 | AAAI | Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection. | Jiaqi Chen, Xiaoye Zhu, Tianyang Liu, Ying Chen, Xinhui Chen, Yiwen Yuan, Chak Tou Leong, Zuchao Li, Tang Long, Lei Zhang, Chenyu Yan, Guanghao Mei, Jie Zhang, Lefei Zhang |
| 2025 | AAAI | SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away. | Jiliang Hu, Jiajia Li, Ziyi Pan, Chong Chen, Zuchao Li, Ping Wang, Lefei Zhang |
| 2025 | AAAI | ScaleMatch: Multi-scale Consistency Enhancement for Semi-supervised Semantic Segmentation. | Liang Lv, Lefei Zhang |
| 2025 | ACL | KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding. | Luohe Shi, Zuchao Li, Lefei Zhang, Baoyuan Qi, Guoming Liu, Hai Zhao |
| 2025 | ACL | SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep Layers. | Zicong Tang, Luohe Shi, Zuchao Li, Baoyuan Qi, Guoming Liu, Lefei Zhang, Ping Wang |
| 2025 | ACL | Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models. | Zihong Zhang, Liqi He, Zuchao Li, Lefei Zhang, Hai Zhao, Bo Du |
| 2025 | COLING | Intention Analysis Makes LLMs A Good Jailbreak Defender. | Yuqi Zhang, Liang Ding, Lefei Zhang, Dacheng Tao |
| 2025 | EMNLP | ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models. | Jiani Guo, Zuchao Li, Jie Wu, Qianren Wang, Yun Li, Lefei Zhang, Hai Zhao, Yu-Jiu Yang |
| 2025 | EMNLP | CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models. | Zicong Tang, Ziyang Ma, Suqing Wang, Zuchao Li, Lefei Zhang, Hai Zhao, Yun Li, Qianren Wang |
| 2025 | ICCV | MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation. | Fu Rong, Meng Lan, Qian Zhang, Lefei Zhang |
| 2025 | ICML | What Limits Bidirectional Model's Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning. | Zuchao Li, Yonghua Hei, Qiwei Li, Lefei Zhang, Ping Wang, Hai Zhao, Baoyuan Qi, Guoming Liu |
| 2025 | ICML | The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking. | Yuchun Miao, Sen Zhang, Liang Ding, Yuqi Zhang, Lefei Zhang, Dacheng Tao |
| 2025 | IJCAI | HSRMamba: Contextual Spatial-Spectral State Space Model for Single Hyperspectral Image Super-Resolution. | Shi Chen, Lefei Zhang, Liangpei Zhang |
| 2025 | IJCAI | Spatial-Spectral Similarity-Guided Fusion Network for Pansharpening. | Jiazhuang Xiong, Yongshan Zhang, Xinxin Wang, Lefei Zhang |
| 2025 | NAACL | NOTA: Multimodal Music Notation Understanding for Visual Large Language Model. | Mingni Tang, Jiajia Li, Lu Yang, Zhiqiang Zhang, Jinhao Tian, Zuchao Li, Lefei Zhang, Ping Wang |
| 2025 | NAACL | Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction. | Lu Yang, Jiajia Li, En Ci, Lefei Zhang, Zuchao Li, Ping Wang |
| 2024 | AAAI | A Novel Energy Based Model Mechanism for Multi-Modal Aspect-Based Sentiment Analysis. | Tianshuo Peng, Zuchao Li, Ping Wang, Lefei Zhang, Hai Zhao |
| 2024 | ECAI | A Coin Has Two Sides: A Novel Detector-Corrector Framework for Chinese Spelling Correction. | Xiangke Zeng, Zuchao Li, Lefei Zhang, Ping Wang, Hongqiu Wu, Hai Zhao |
| 2024 | EMNLP | VHASR: A Multimodal Speech Recognition System With Vision Hotwords. | Jiliang Hu, Zuchao Li, Ping Wang, Haojun Ai, Lefei Zhang, Hai Zhao |
| 2024 | ICML | Sparse is Enough in Fine-tuning Pre-trained Large Language Models. | Weixi Song, Zuchao Li, Lefei Zhang, Hai Zhao, Bo Du |
| 2024 | ICML | Merging Multi-Task Models via Weight-Ensembling Mixture of Experts. | Anke Tang, Li Shen, Yong Luo, Nan Yin, Lefei Zhang, Dacheng Tao |
| 2024 | IJCAI | Eliminating the Cross-Domain Misalignment in Text-guided Image Inpainting. | Muqi Huang, Chaoyue Wang, Yong Luo, Lefei Zhang |
| 2024 | MICCAI | MAdapter: A Better Interaction Between Image and Language for Medical Image Segmentation. | Xu Zhang, Bo Ni, Yang Yang, Lefei Zhang |
| 2023 | AAAI | Learning to Learn Better for Video Object Segmentation. | Meng Lan, Jing Zhang, Lefei Zhang, Dacheng Tao |
| 2023 | AAAI | Dual Mutual Information Constraints for Discriminative Clustering. | Hongyu Li, Lefei Zhang, Kehua Su |
| 2023 | AAAI | DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction. | Yangyang Xu, Yibo Yang, Lefei Zhang |
| 2023 | ACL | FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction. | Tianshuo Peng, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao |
| 2023 | ICCV | DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. | Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao |
| 2023 | ICCV | Multi-Task Learning with Knowledge Distillation for Dense Prediction. | Yangyang Xu, Yibo Yang, Lefei Zhang |
| 2023 | ICML | Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers. | Yineng Chen, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao |
| 2023 | IJCAI | iRe2f: Rethinking Effective Refinement in Language Structure Prediction via Efficient Iterative Retrospecting and Reasoning. | Zuchao Li, Xingyi Guo, Letian Peng, Lefei Zhang, Hai Zhao |
| 2023 | IJCAI | Cross-Domain Facial Expression Recognition via Disentangling Identity Representation. | Tong Liu, Jing Li, Jia Wu, Lefei Zhang, Shanshan Zhao, Jun Chang, Jun Wan |
| 2023 | IJCNN | Multi-Scale Depth-Aware Unsupervised Domain Adaption in Semantic Segmentation. | Congying Xing, Lefei Zhang |
| 2022 | AAAI | Siamese Network with Interactive Transformer for Video Object Segmentation. | Meng Lan, Jing Zhang, Fengxiang He, Lefei Zhang |
| 2022 | CVPR | NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results. | Yawei Li, Kai Zhang, Radu Timofte, Luc Van Gool, Fangyuan Kong, Mingxi Li, Songwei Liu, Zongcai Du, Ding Liu, Chenhui Zhou, Jingyi Chen, Qingrui Han, Zheyuan Li, Yingqi Liu, Xiangyu Chen, Haoming Cai, Yu Qiao, Chao Dong, Long Sun, Jinshan Pan, Yi Zhu, Zhikai Zong, Xiaoxiao Liu, Zheng Hui, Tao Yang, Peiran Ren, Xuansong Xie, Xian-Sheng Hua, Yanbo Wang, Xiaozhong Ji, Chuming Lin, Donghao Luo, Ying Tai, Chengjie Wang, Zhizhong Zhang, Yuan Xie, Shen Cheng, Ziwei Luo, Lei Yu, Zhihong Wen, Qi Wu, Youwei Li, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Yuanfei Huang, Meiguang Jin, Hua Huang, Jing Liu, Xinjian Zhang, Yan Wang, Lingshun Long, Gen Li, Yuanfan Zhang, Zuowei Cao, Lei Sun, Panaetov Alexander, Yucong Wang, Minjie Cai, Li Wang, Lu Tian, Zheyuan Wang, Hongbing Ma, Jie Liu, Chao Chen, Yidong Cai, Jie Tang, Gangshan Wu, Weiran Wang, Shirui Huang, Honglei Lu, Huan Liu, Keyan Wang, Jun Chen, Shi Chen, Yuchun Miao, Zimo Huang, Lefei Zhang, Mustafa Ayazoglu, Wei Xiong, Chengyi Xiong, Fei Wang, Hao Li, Ruimian Wen, Zhijing Yang, Wenbin Zou, Weixin Zheng, Tian Ye, Yuncheng Zhang, Xiangzhen Kong, Aditya Arora, Syed Waqas Zamir, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Dandan Gao, Dengwen Zhou, Qian Ning, Jingzhu Tang, Han Huang, Yufei Wang, Zhangheng Peng, Haobo Li, Wenxue Guan, Shenghua Gong, Xin Li, Jun Liu, Wanjun Wang, Kun Zeng, Hanjiang Lin, Xinyu Chen, Jinsheng Fang |
| 2022 | ECCV | PolyphonicFormer: Unified Query Learning for Depth-Aware Video Panoptic Segmentation. | Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao |
| 2021 | AAAI | Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation. | Li Gao, Lefei Zhang, Qian Zhang |
| 2020 | CVPR | Recurrent Feature Reasoning for Image Inpainting. | Jingyuan Li, Ning Wang, Lefei Zhang, Bo Du, Dacheng Tao |
| 2020 | IJCAI | E3SN: Efficient End-to-End Siamese Network for Video Object Segmentation. | Meng Lan, Yipeng Zhang, Qinning Xu, Lefei Zhang |
| 2020 | KDD | Parallel DNN Inference Framework Leveraging a Compact RISC-V ISA-based Multi-core System. | Yipeng Zhang, Bo Du, Lefei Zhang, Jia Wu |
| 2019 | AAAI | Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation. | Yonghao Xu, Bo Du, Lefei Zhang, Qian Zhang, Guoli Wang, Liangpei Zhang |
| 2019 | CIKM | Leveraging Ratings and Reviews with Gating Mechanism for Recommendation. | Haifeng Xia, Zengmao Wang, Bo Du, Lefei Zhang, Shuai Chen, Gang Chun |
| 2019 | CVPR | Fast Spatio-Temporal Residual Network for Video Super-Resolution. | Sheng Li, Fengxiang He, Bo Du, Lefei Zhang, Yonghao Xu, Dacheng Tao |
| 2019 | ICCV | Progressive Reconstruction of Visual Structure for Image Inpainting. | Jingyuan Li, Fengxiang He, Lefei Zhang, Bo Du, Dacheng Tao |
| 2019 | IJCAI | Pseudo Supervised Matrix Factorization in Discriminative Subspace. | Jiaqi Ma, Yipeng Zhang, Lefei Zhang, Bo Du, Dapeng Tao |
| 2019 | IJCAI | MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting. | Ning Wang, Jingyuan Li, Lefei Zhang, Bo Du |
| 2019 | IJCAI | Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure. | Yipeng Zhang, Bo Du, Lefei Zhang, Rongchun Li, Yong Dou |
| 2018 | AAAI | Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis. | Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang, Jia Wu, Xuelong Li |
| 2018 | ICDM | Defect Detection from UAV Images Based on Region-Based CNNs. | Meng Lan, Yipeng Zhang, Lefei Zhang, Bo Du |
| 2018 | ICDM | Independent Feature and Label Components for Multi-label Classification. | Yongjian Zhong, Chang Xu, Bo Du, Lefei Zhang |
| 2018 | IJCAI | R-SVM+: Robust Learning with Privileged Information. | Xue Li, Bo Du, Chang Xu, Yipeng Zhang, Lefei Zhang, Dacheng Tao |
| 2018 | IJCAI | Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering. | Sihan Ma, Lefei Zhang, Wenbin Hu, Yipeng Zhang, Jia Wu, Xuelong Li |
| 2018 | IGARSS | Discriminant Spatial-Spectral Hypergraph Learning for Hyperspectral Image Classification. | Fulin Luo, Liangpei Zhang, Bo Du, Lefei Zhang, Yanni Dong |
| 2017 | AAAI | Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction. | Lefei Zhang, Qian Zhang, Bo Du, Dacheng Tao, Jane You |
| 2017 | IJCAI | On Gleaning Knowledge from Multiple Domains for Active Learning. | Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Ruimin Hu, Dacheng Tao |
| 2017 | IJCAI | Adaptive Manifold Regularized Matrix Factorization for Data Clustering. | Lefei Zhang, Qian Zhang, Bo Du, Jane You, Dacheng Tao |
| 2017 | IJCNN | Multi-class active learning: A hybrid informative and representative criterion inspired approach. | Zengmao Wang, Bo Du, Lefei Zhang |
| 2017 | MMM | Stochastic Decorrelation Constraint Regularized Auto-Encoder for Visual Recognition. | Fengling Mao, Wei Xiong, Bo Du, Lefei Zhang |
| 2016 | ECCV | Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling. | Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Meng Fang, Dacheng Tao |
| 2016 | ICDM | Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint. | Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Dacheng Tao |
| 2016 | ICPR | Multiview clustering based on Robust and Regularized Matrix Approximation. | Jiameng Pu, Qian Zhang, Lefei Zhang, Bo Du, Jane You |
| 2016 | IGARSS | A quantum-behaved particle swarm optimization for hyperspectral endmember extraction. | Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang, Yuxiang Zhang |
| 2016 | IJCNN | Denoising auto-encoders toward robust unsupervised feature representation. | Wei Xiong, Bo Du, Lefei Zhang, Liangpei Zhang, Dacheng Tao |
| 2016 | IJCNN | Sparse tensor discriminative locality alignment for gait recognition. | Nengwen Zhao, Lefei Zhang, Bo Du, Liangpei Zhang, Dacheng Tao, Jane You |
| 2015 | APWEB | Batch Mode Active Learning for Geographical Image Classification. | Zengmao Wang, Bo Du, Lefei Zhang, Wenbin Hu, Dacheng Tao, Liangpei Zhang |
| 2015 | ICDM | R2FP: Rich and Robust Feature Pooling for Mining Visual Data. | Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Wei Bian, Jialie Shen, Dacheng Tao |
| 2015 | ICDM | MMFE: Multitask Multiview Feature Embedding. | Qian Zhang, Lefei Zhang, Bo Du, Wei Zheng, Wei Bian, Dacheng Tao |
| 2015 | IGARSS | Local decision maximum margin metric learning for hyperspectral target detection. | Yanni Dong, Bo Du, Lefei Zhang, Liangpei Zhang |