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Viewing Publication 1 - 100 from 559

2026

One Aligned LLM to Serve Them All: A Transfer Recipe for Training VLMs without Visual-Language Re-AlignmentJiazuo Yu 0001, Yunzhi Zhuge, Lu Zhang 0053, Zichen Huang, Wei Zhou 0021, Dong Wang 0004, Huchuan Lu, You He 0002, Long Chen. ijcv, 134(7):331, July 2026. [doi]

Seek-and-Solve: Benchmarking MLLMs for Visual Clue-Driven Reasoning in Daily ScenariosXiaomin Li 0001, Tala Wang, Zichen Zhong, Ying Zhang 0021, Zirui Zheng, Takashi Isobe, Dezhuang Li, Huchuan Lu, You He 0002, Xu Jia 0012. acl 2026: 15499-15517 [doi]

First-Order Cross-Domain Meta Learning for Few-Shot Remote Sensing Object ClassificationWenda Zhao 0003, Yunxiang Li, Haipeng Wang, Huchuan Lu. pami, 48(6):6365-6379, June 2026. [doi]

CDTFusion: Crossing Domain and Task for Infrared and Visible Image FusionWenda Zhao 0003, Wenbo Wang, Haipeng Wang, You He 0002, Huchuan Lu. pami, 48(2):1456-1469, February 2026. [doi]

Power Battery DetectionXiaoqi Zhao 0003, Peiqian Cao, Chenyang Yu, Zonglei Feng, Lihe Zhang, Hanqi Liu, Jiaming Zuo, Youwei Pang, Jinsong Ouyang, Weisi Lin, Georges El Fakhri, Huchuan Lu, Xiaofeng Liu 0001. ijcv, 134(8):356, August 2026. [doi]

DecoupleMAD: Boosting sensitivity in multimodal anomaly detection via representation decouplingYuan Zhao 0006, Bocen Li, Xiaoqin Zhang, Lihe Zhang, Huchuan Lu. PR, 180:114025, 2026. [doi]

Classification and Calibration: Dual-Guidance Diffusion Model for Mitigating Reconstruction Hallucinations in Multi-Class Anomaly DetectionYuan Zhao 0006, Xiaoqi Zhao 0003, Fan Yang, Lihe Zhang, Huchuan Lu. tcsv, 36(8):12327-12339, August 2026. [doi]

Underwater Optical Object Detection in the Era of Artificial Intelligence: Current, Challenge, and FutureLong Chen 0019, Yuzhi Huang, Junyu Dong, Qi Xu 0008, Sam Kwong, Huimin Lu 0001, Huchuan Lu, Chongyi Li. ACM Comput. Surv., 58(3), February 2026. [doi]

MedSegFM: A Generative Perspective for Lesion Segmentation via Flow MatchingShijie Chang, Yilong Hu, Lihe Zhang, Zechen Liu, Huchuan Lu. ijcv, 134(6):259, June 2026. [doi]

MRCNet: Motion Reasoning Chain for Cross Modal Video Camouflaged Object DetectionWenjun Hui, Zhenfeng Zhu, Shuai Zheng 0005, Ming-Ming Cheng, Huchuan Lu, Yao Zhao 0001. pami, 48(9):10652-10667, September 2026. [doi]

VFXMaster: Unlocking Dynamic Visual Effect Generation via In-Context LearningBaolu Li, Yiming Zhang, Qinghe Wang, Liqian Ma, Xiaoyu Shi 0002, Xintao Wang 0002, Pengfei Wan 0002, Zhenfei Yin, Yunzhi Zhuge, Huchuan Lu, Xu Jia 0012. siggraph 2026: [doi]

CADTrack: Learning Contextual Aggregation with Deformable Alignment for Robust RGBT TrackingHao Li, Yuhao Wang, Xiantao Hu, Wenning Hao, Pingping Zhang, Dong Wang 0004, Huchuan Lu. AAAI 2026: 6109-6117 [doi]

SAM3-I: Segment Anything with InstructionsJingjing Li, Yue Feng, Yuchen Guo, Jincai Huang 0003, Wei Ji 0011, Qi Bi, Yongri Piao, Miao Zhang 0004, Xiaoqi Zhao 0003, Qiang Chen 0007, Shihao Zou, Huchuan Lu, Li Cheng 0001. acl 2026: 27232-27249 [doi]

HDVS: semi-supervised semantic segmentation via heterogeneous dual-branch voting supervisionYongqi Shan, Yunzhi Zhuge, Huchuan Lu. visintelligence, 4(1), 2026. [doi]

3D-SceneQ: Empowering 3D LLM With Query-Guided Adaptive Pruning and Multi-Modal Feature EnhancementYongqi Shan, Lu Zhang 0053, Jiazuo Yu 0001, Yunzhi Zhuge, Huchuan Lu. tmm, 28:5972-5983, 2026. [doi]

Visual-Textual Information-Driven Tactile Data Generation MethodRui Song, Yang Xu, Zhangzheng Tu, Hongzhou Wang, Hongchen Tan, Huchuan Lu. TIP, 35:6317-6330, 2026. [doi]

LiveMatte: Dynamic Scene Background Restoration and Selective Portrait Patch EnhancementJiayu Sun, Zhanghan Ke, Lihe Zhang, Huchuan Lu, Rynson W. H. Lau. tcsv, 36(8):12311-12326, August 2026. [doi]

SD-ReID: View-Aware Stable Diffusion for Aerial-Ground Person Re-IdentificationYuhao Wang, Xiang Hu, Lixin Wang, Pingping Zhang, Huchuan Lu. TIP, 35:5686-5697, 2026. [doi]

What Makes You Unique? Attribute Prompt Composition for Object Re-IdentificationYingquan Wang, Pingping Zhang, Chong Sun, Dong Wang 0004, Huchuan Lu. tcsv, 36(3):3173-3184, March 2026. [doi]

Parameter-Aware Mamba Model for Multitask Dense PredictionXinzhuo Yu, Yunzhi Zhuge, Sitong Gong, Lu Zhang 0053, Pingping Zhang, Huchuan Lu. tcyb, 56(5):2650-2662, May 2026. [doi]

X-ReID: Multi-granularity Information Interaction for Video-Based Visible-Infrared Person Re-IdentificationChenyang Yu, Xuehu Liu, Pingping Zhang, Huchuan Lu. AAAI 2026: 12117-12125 [doi]

DiMuS: Disentangled Multi-Signal Learning for Weakly Supervised Point-Based 3D Object DetectionWenbo Zhang, Yunzhi Zhuge, Lu Zhang 0053, Ping Hu 0001, Dong Wang 0004, Huchuan Lu. TIP, 35:6815-6829, 2026. [doi]

HFP-SAM: Hierarchical Frequency Prompted SAM for Efficient Marine Animal SegmentationPingping Zhang, Tianyu Yan, Yuhao Wang, Yang Liu 0066, Tongdan Tang, Yili Ma, Long Lv, Feng Tian 0001, Weibing Sun, Huchuan Lu. TIP, 35:3311-3323, 2026. [doi]

Aggregating global-scale pixel-wise forgery cues within a graphHengrun Zhao, Yifan Wang 0004, Yunzhi Zhuge, Lijun Wang, Huchuan Lu. NN, 204:109272, 2026. [doi]

Multi-Modal Object Re-Identification With Prompt-S6 and Semantic-Aware Knowledge GuidanceWeixiang Zhou, Jiabei Zuo, Yuhao Wang, Cong Wang 0018, Huchuan Lu, Zhixun Su. TIP, 35:8306-8321, 2026. [doi]

Interactive Spatial-Frequency Fusion Mamba for Multi-Modal Image FusionYixin Zhu, Long Lv, Pingping Zhang, Xuehu Liu, Tongdan Tang, Feng Tian 0001, Weibing Sun, Huchuan Lu. TIP, 35:2380-2392, 2026. [doi]

Context-Infused Trajectories: Enhancing Context and Frame Consistency in Reasoning Video Object SegmentationYunzhi Zhuge, Sitong Gong, Lu Zhang 0053, Qi Xu 0008, Wenda Zhao 0003, Jin Zhan, Huchuan Lu. TIP, 35:5239-5252, 2026. [doi]

Exploiting Cross-Task Synergy via Frequency-Driven Hierarchical Learning for Multi-Task Dense PredictionYunzhi Zhuge, Xinzhuo Yu, Lu Zhang 0053, Xu Jia 0012, Jin Zhan, Huchuan Lu. TIP, 35:6198-6210, 2026. [doi]

Bridging CLIP and CLAP for open-vocabulary audio-visual segmentation with semantic coherenceYunzhi Zhuge, Mengyuan Zhu, Yizhuang Peng, Lu Zhang 0053, Jin Zhan, Pingping Zhang, Huchuan Lu. PR, 180:114586, 2026. [doi]

2025

RVMamba: Selective Text-Vision Mamba for Referring Video Object SegmentationZhenyu Chen 0001, Jiawen Zhu, Lu Zhang 0053, Ping Hu 0001, Yunzhi Zhuge, Huchuan Lu, You He 0002. spl, 32:4349-4353, 2025. [doi]

End-to-End Vision Tokenizer TuningWenxuan Wang 0002, Fan Zhang, Yufeng Cui, Haiwen Diao, Zhuoyan Luo, Huchuan Lu, Jing Liu 0001, Xinlong Wang. nips 2025: [doi]

Intelligent Decision-Making Driven by Large AI Models: Progress, Challenges and ProspectsYou He 0002, Shulan Ruan, Dong Wang 0004, Huchuan Lu, Zhi Li 0057, Yang Liu 0119, Xu Chen 0004, Shaohui Li, Jie Zhao 0014, Jiaxuan Liang. caaitrit, 10(6):1573-1592, 2025. [doi]

Remote Sensing Image Generation via Object Text DecouplingWenda Zhao 0003, Zhepu Zhang, Fan Zhao 0005, Haipeng Wang, You He 0002, Huchuan Lu. pami, 47(12):11834-11847, December 2025. [doi]

UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised CompensationXiaoqi Zhao 0003, Youwei Pang, Chenyang Yu, Lihe Zhang, Huchuan Lu, Shijian Lu, Georges El Fakhri, Xiaofeng Liu 0001. nips 2025: [doi]

Feature Selection and Dual Perturbation: Synergistic Approaches for Semi-Supervised Polyp SegmentationMiao Zhang 0004, Yidi Tang, Kai Peng, Zhuangze Hou, Weibing Sun, Yongri Piao, Huchuan Lu. bibm 2025: 3209-3214 [doi]

Towards Real-Time Open-Vocabulary Video Instance SegmentationBin Yan 0004, Martin Sundermeyer, David Joseph Tan, Huchuan Lu, Federico Tombari. wacv 2025: 1861-1871 [doi]

Real-Time Semantic Segmentation via a Densely Aggregated Bilateral NetworkShu Yang 0004, Lu Zhang 0053, Shuai Liu, Huchuan Lu, Hao Chen 0011. tnn, 36(1):381-392, January 2025. [doi]

KARST: Multi-Kernel Kronecker Adaptation with Re-Scaling Transmission for Visual ClassificationYue Zhu 0012, Haiwen Diao, Shang Gao 0012, Long Chen 0016, Huchuan Lu. icassp 2025: 1-5 [doi]

Self-Adaptive Vision-Language Tracking With Context PromptingJie Zhao 0014, Xin Chen 0032, Shengming Li, Chunjuan Bo, Dong Wang 0004, Huchuan Lu. TIP, 34:8046-8058, 2025. [doi]

Efficient Motion Prompt Learning for Robust Visual TrackingJie Zhao 0014, Xin Chen 0032, Yongsheng Yuan, Michael Felsberg, Dong Wang 0004, Huchuan Lu. icml 2025: [doi]

Automated Evaluation of Large Vision-Language Models on Self-Driving Corner CasesKai Chen 0023, Yanze Li, Wenhua Zhang, Yanxin Liu, Pengxiang Li, Ruiyuan Gao 0001, Lanqing Hong, Meng Tian, Xinhai Zhao, Zhenguo Li, Dit-Yan Yeung, Huchuan Lu, Xu Jia 0012. wacv 2025: 7817-7826 [doi]

Learning Spatial-Semantic Features for Robust Video Object SegmentationXin Li 0034, Deshui Miao, Zhenyu He 0001, Yaowei Wang 0001, Huchuan Lu, Ming-Hsuan Yang 0001. iclr 2025: [doi]

FineRS: Fine-grained Reasoning and Segmentation of Small Objects with Reinforcement LearningLu Zhang 0053, Jiazuo Yu 0001, Haomiao Xiong, Ping Hu 0001, Yunzhi Zhuge, Huchuan Lu, You He 0002. nips 2025: [doi]

Two Heads Are Better Than One: Collaboration-Oriented Multiagent Exploration SystemYang Liu 0066, Peng Zhang, Hangyou Yu, Pingping Zhang, Jie Zhao 0014, Dong Wang 0004, Huchuan Lu. tamd, 17(5):1098-1109, October 2025. [doi]

EMTrack: Efficient Multimodal Object TrackingChang Liu 0071, Ziqi Guan, Simiao Lai, Yang Liu 0066, Huchuan Lu, Dong Wang 0004. tcsv, 35(3):2202-2214, March 2025. [doi]

Beyond mask: Rethinking guidance types in few-shot segmentationShijie Chang, Youwei Pang, Xiaoqi Zhao, Huchuan Lu, Lihe Zhang. PR, 165:111635, 2025. [doi]

MaskTrack: Auto-Labeling and Stable Tracking for Video Object SegmentationZhenyu Chen, Lu Zhang 0053, Ping Hu 0001, Huchuan Lu, You He. tnn, 36(7):12052-12065, July 2025. [doi]

SUTrack: Towards Simple and Unified Single Object TrackingXin Chen, Ben Kang, Wanting Geng, Jiawen Zhu, Yi Liu, Dong Wang, Huchuan Lu. AAAI 2025: 2239-2247 [doi]

Autoregressive Video Generation without Vector QuantizationHaoge Deng, Ting Pan, Haiwen Diao, Zhengxiong Luo, Yufeng Cui, Huchuan Lu, Shiguang Shan, Yonggang Qi, Xinlong Wang. iclr 2025: [doi]

EVEv2: Improved Baselines for Encoder-Free Vision-Language ModelsHaiwen Diao, Xiaotong Li, Yufeng Cui, Yueze Wang, Haoge Deng, Ting Pan, Wenxuan Wang 0002, Huchuan Lu, Xinlong Wang. iccv 2025: 21014-21025 [doi]

Complementary and Contrastive Learning for Audio-Visual SegmentationSitong Gong, Yunzhi Zhuge, Lu Zhang 0053, Pingping Zhang, Huchuan Lu. tmm, 27:7407-7418, 2025. [doi]

The Devil is in Temporal Token: High Quality Video Reasoning SegmentationSitong Gong, Yunzhi Zhuge, Lu Zhang 0053, Zongxin Yang, Pingping Zhang, Huchuan Lu. cvpr 2025: 29183-29192 [doi]

AVS-Mamba: Exploring Temporal and Multi-Modal Mamba for Audio-Visual SegmentationSitong Gong, Yunzhi Zhuge, Lu Zhang 0053, Yifan Wang 0004, Pingping Zhang, Lijun Wang, Huchuan Lu. tmm, 27:5413-5425, 2025. [doi]

UniSegDiff: Boosting Unified Lesion Segmentation via a Staged Diffusion ModelYilong Hu, Shijie Chang, Lihe Zhang, Feng Tian, Weibing Sun, Huchuan Lu. miccai 2026: 663-673 [doi]

Exploiting Lightweight Hierarchical ViT and Dynamic Framework for Efficient Visual TrackingBen Kang, Xin Chen 0032, Jie Zhao 0014, Chunjuan Bo, Dong Wang 0004, Huchuan Lu. ijcv, 133(10):6689-6711, October 2025. [doi]

MambaVT: Spatio-Temporal Contextual Modeling for Robust RGB-T TrackingSimiao Lai, Chang Liu 0071, Jiawen Zhu, Ben Kang, Yang Liu 0066, Dong Wang 0004, Huchuan Lu. tcsv, 35(9):9312-9323, September 2025. [doi]

Refocus the Attention for Parameter-Efficient Thermal Infrared Object TrackingSimiao Lai, Chang Liu 0071, Dong Wang 0004, Huchuan Lu. tnn, 36(5):9538-9549, May 2025. [doi]

MoBox: Enhancing Video Object Segmentation With Motion-Augmented Box SupervisionXiaomin Li, Qinghe Wang, Dezhuang Li, Mengmeng Ge, Xu Jia 0012, You He, Huchuan Lu. tcsv, 35(1):405-417, January 2025. [doi]

ReNeg: Learning Negative Embedding with Reward GuidanceXiaomin Li, Yixuan Liu 0004, Takashi Isobe, Xu Jia, Qinpeng Cui, Dong Zhou 0003, Dong Li, You He, Huchuan Lu, Zhongdao Wang, Emad Barsoum. cvpr 2025: 23636-23645 [doi]

TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion ModelsPengxiang Li, Kai Chen 0023, Zhili Liu, Ruiyuan Gao 0001, Lanqing Hong, Dit-Yan Yeung, Huchuan Lu, Xu Jia 0012. wacv 2025: 3539-3548 [doi]

DefMamba: Deformable Visual State Space ModelLeiye Liu, Miao Zhang, Jihao Yin, Tingwei Liu, Wei Ji, Yongri Piao, Huchuan Lu. cvpr 2025: 8838-8847 [doi]

Rethinking Evaluation of Infrared Small Target DetectionYouwei Pang, Xiaoqi Zhao 0003, Lihe Zhang, Huchuan Lu, Georges El Fakhri, Xiaofeng Liu 0001, Shijian Lu. nips 2025: [doi]

ComPtr: Toward Diverse Bi-Source Dense Prediction Tasks via a Simple Yet General Complementary TransformerYouwei Pang, Xiaoqi Zhao, Lihe Zhang, Huchuan Lu. pami, 47(10):8613-8629, October 2025. [doi]

Learning Discriminative Representation for Co-Salient Object DetectionYongri Piao, Zhi Wang, Tingwei Liu, Jihao Yin, Miao Zhang 0004, Huchuan Lu. tnn, 36(9):16721-16732, September 2025. [doi]

Spatial-Frequency Enhanced Mamba for Multi-Modal Image FusionHui Sun, Long Lv, Pingping Zhang, Tongdan Tang, Feng Tian 0001, Weibing Sun, Huchuan Lu. TIP, 34:7684-7696, 2025. [doi]

CCL-LGS: Contrastive Codebook Learning for 3D Language Gaussian SplattingLei Tian, Xiaomin Li 0001, Liqian Ma, Hao Yin, Zirui Zheng, Hefei Huang, Taiqing Li, Huchuan Lu, Xu Jia 0012. iccv 2025: 9855-9864 [doi]

StableIdentity: Inserting Anybody Into Anywhere at First SightQinghe Wang, Xu Jia 0012, Xiaomin Li, Taiqing Li, Liqian Ma, Yunzhi Zhuge, Huchuan Lu. tmm, 27:9342-9353, 2025. [doi]

CharacterFactory: Sampling Consistent Characters With GANs for Diffusion ModelsQinghe Wang, Baolu Li, Xiaomin Li, Bing Cao 0002, Liqian Ma, Huchuan Lu, Xu Jia 0012. TIP, 34:2544-2559, 2025. [doi]

CineMaster: A 3D-Aware and Controllable Framework for Cinematic Text-to-Video GenerationQinghe Wang, Yawen Luo, Xiaoyu Shi, Xu Jia 0012, Huchuan Lu, Tianfan Xue, Xintao Wang 0002, Pengfei Wan 0001, Di Zhang 0026, Kun Gai. siggraph 2025: [doi]

Unity Is Strength: Unifying Convolutional and Transformeral Features for Better Person Re-IdentificationYuhao Wang, Pingping Zhang, Xuehu Liu, Zhengzheng Tu, Huchuan Lu. tits, 26(3):3713-3723, March 2025. [doi]

IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-IdentificationYuhao Wang, Yongfeng Lv, Pingping Zhang, Huchuan Lu. cvpr 2025: 29701-29710 [doi]

CNN-Transformer Rectified Collaborative Learning for Medical Image SegmentationLanhu Wu, Miao Zhang, Yongri Piao, Zhenyan Yao, Weibing Sun, Feng Tian, Huchuan Lu. tcsv, 35(5):4072-4086, May 2025. [doi]

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene UnderstandingHaomiao Xiong, Yunzhi Zhuge, Jiawen Zhu, Lu Zhang 0053, Huchuan Lu. tmm, 27:2899-2911, 2025. [doi]

Streaming Video Understanding and Multi-round Interaction with Memory-enhanced KnowledgeHaomiao Xiong, Zongxin Yang, Jiazuo Yu, Yunzhi Zhuge, Lu Zhang 0053, Jiawen Zhu, Huchuan Lu. iclr 2025: [doi]

Semantics Alternating Enhancement and Bidirectional Aggregation for Referring Video Object SegmentationJiaxing Yang, Lihe Zhang, Huchuan Lu. tmm, 27:2987-2998, 2025. [doi]

Bidirectional Spatial Semantics Correlation for Referring Image SegmentationJiaxing Yang, Lihe Zhang, Jiayu Sun, Huchuan Lu. prcv 2026: 464-478 [doi]

VLIPP: Towards Physically Plausible Video Generation with Vision and Language Informed Physical PriorXindi Yang, Baolu Li, Yiming Zhang, Zhenfei Yin, Lei Bai 0001, Liqian Ma, Zhiyong Wang 0001, Jianfei Cai 0001, Tien-Tsin Wong, Huchuan Lu, Xu Jia 0012. iccv 2025: 12360-12370 [doi]

MoE-Adapters++: Toward More Efficient Continual Learning of Vision-Language Models Via Dynamic Mixture-of-Experts AdaptersJiazuo Yu, Zichen Huang, Yunzhi Zhuge, Lu Zhang 0053, Ping Hu 0001, Dong Wang 0004, Huchuan Lu, You He 0002. pami, 47(12):11912-11928, December 2025. [doi]

Hierarchical Proxy Learning for Cloth-Changing Person Re-IdentificationChenyang Yu, Xuehu Liu, Ju Dai, Pingping Zhang, Huchuan Lu. icassp 2025: 1-5 [doi]

CLIMB-ReID: A Hybrid CLIP-Mamba Framework for Person Re-IdentificationChenyang Yu, Xuehu Liu, Jiawen Zhu, Yuhao Wang, Pingping Zhang, Huchuan Lu. AAAI 2025: 9589-9597 [doi]

High-Precision Dichotomous Image Segmentation via Probing Diffusion CapacityQian Yu, Peng-Tao Jiang, Hao Zhang 0063, Jinwei Chen, Bo Li 0115, Lihe Zhang, Huchuan Lu. iclr 2025: [doi]

CAT: A Unified Click-and-Track Framework for Realistic TrackingYongsheng Yuan, Jie Zhao 0014, Dong Wang 0004, Huchuan Lu. iccv 2025: 5690-5700 [doi]

Event-Assisted Recurrent Network for Arbitrary-Temporal-Scale Blurry Image UnfoldingPengyu Zhang, Hao Ju, Weihua He, Yaoyuan Wang, Ziyang Zhang, Shengming Li, Dong Wang 0004, Huchuan Lu, Xu Jia 0012. tnn, 36(7):11977-11988, July 2025. [doi]

PMNet: Predator-Mimicking Network for Video Camouflaged Object DetectionMiao Zhang, Beiqi Hu, Shunyu Yao, Yongri Piao, Huchuan Lu. tmm, 27:2374-2383, 2025. [doi]

Motion-guided Visual TrackingPengyu Zhang, Simiao Lai, Dong Wang 0004, Huchuan Lu. ijautcomp, 22(5):983-998, October 2025. [doi]

Bootstraping Clustering of Gaussians for View-consistent 3D Scene UnderstandingWenbo Zhang, Lu Zhang 0053, Ping Hu 0001, Liqian Ma, Yunzhi Zhuge, Huchuan Lu. AAAI 2025: 10166-10175 [doi]

TrackFusion: Enhancing Multi-Object Tracking With Temporal Trajectory Modeling and Frame-Integrated DetectionXinhao Zhang, Shuai Liu, Bingyang Wang, Jiaojiao Dai, Jinqing Qi, Huchuan Lu, You He. icassp 2025: 1-5 [doi]

FreeFusion: Infrared and Visible Image Fusion via Cross Reconstruction LearningWenda Zhao, Hengshuai Cui, Haipeng Wang, You He, Huchuan Lu. pami, 47(9):8040-8056, September 2025. [doi]

FocusCLIP: Focusing on Anomaly Regions by Visual-Text DiscrepanciesYuan Zhao, Jiayu Sun, Lihe Zhang, Huchuan Lu. tcsv, 35(5):4883-4895, May 2025. [doi]

Hybrid Gaussian Deformation for Efficient Remote Sensing Object DetectionWenda Zhao, Xiao Zhang, Haipeng Wang, Huchuan Lu. pami, 47(10):8769-8785, October 2025. [doi]

ProSegDiff: Prostate Segmentation Diffusion Network Based on Adaptive Adjustment of Injection FeaturesJialong Zhong, Tingwei Liu, Yongri Piao, Weibing Sun, Huchuan Lu. spl, 32:1236-1240, 2025. [doi]

Self-calibrated region-level regression for crowd countingJiawen Zhu, Wenda Zhao, You He, Huchuan Lu. chinaf, 68(4), 2025. [doi]

Exploring Dynamic Transformer for Efficient Object TrackingJiawen Zhu, Xin Chen 0032, Haiwen Diao, Shuai Li 0014, Jun-Yan He, Chenyang Li 0007, Bin Luo 0008, Dong Wang 0004, Huchuan Lu. tnn, 36(8):15502-15514, August 2025. [doi]

Regularizing Subspace Redundancy of Low-Rank AdaptationYue Zhu, Haiwen Diao, Shang Gao 0012, Jiazuo Yu 0001, Jiawen Zhu 0003, Yunzhi Zhuge, Shuai Hao 0007, Xu Jia 0012, Lu Zhang 0053, Ying Zhang 0021, Huchuan Lu. mm 2025: 1666-1675 [doi]

Two-stream Beats One-stream: Asymmetric Siamese Network for Efficient Visual TrackingJiawen Zhu, Huayi Tang, Xin Chen 0032, Xinying Wang 0005, Dong Wang 0004, Huchuan Lu. AAAI 2025: 10959-10967 [doi]

FDAVS: Exploring Frequency-Driven Modality Enhancement in Audio-Visual SegmentationMengyuan Zhu, Yunzhi Zhuge, Sitong Gong, Lu Zhang 0053, Huchuan Lu. icmcs 2025: 1-6 [doi]

Learning Motion and Temporal Cues for Unsupervised Video Object SegmentationYunzhi Zhuge, Hongyu Gu, Lu Zhang 0053, Jinqing Qi, Huchuan Lu. tnn, 36(5):9084-9097, May 2025. [doi]

Enhancing the Two-Stream Framework for Efficient Visual TrackingChengAo Zong, Xin Chen 0032, Jie Zhao 0014, Yang Liu 0066, Huchuan Lu, Dong Wang 0004. TIP, 34:5500-5512, 2025. [doi]

Learning Language Prompt for Vision-Language TrackingChengAo Zong, Jie Zhao 0014, Xin Chen 0032, Huchuan Lu, Dong Wang 0004. tcsv, 35(9):9287-9299, September 2025. [doi]

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